Andreas Dengel

834 papers A* 12A 55B 90C 42Misc 21Journal 333Unranked 266

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Large-Scale Comparative Analysis of Imputation Methods for Single-Cell RNA Sequencing Data. CoRR Yuichiro Iwashita, Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	Automated Diabetic Screening via Anterior Segment Ocular Imaging: A Deep Learning and Explainable AI Approach. CoRR Hasaan Maqsood, Saif Ur Rehman Khan, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	—	`conf`	Can Generative Adversarial Networks Compete against Diffusion Models at Generating Time Series? ICAART (4) Philipp Engler, Ludger van Elst, Sheraz Ahmed, Andreas Dengel
2026	J	`jnl`	Comic: explainable drug repurposing via contrastive masking for interpretable connections. BMC Bioinform. Naafey Aamer, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion. CoRR Marcel Lamott, Saifullah Saifullah, Nauman Riaz, Yves-Noel Weweler, Tobias Alt-Veit, Ahmad Sarmad Ali, Muhammad Armaghan Shakir, Adrian Kalwa, Momina Moetesum, Andreas Dengel, Sheraz Ahmed, Faisal Shafait, Ulrich Schwanecke, Adrian Ulges
2026	J	`jnl`	FREQuency ATTribution: benchmarking frequency-based occlusion for time series data. Appl. Intell. Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2026	J	`jnl`	GlobalWasteData: A Large-Scale, Integrated Dataset for Robust Waste Classification and Environmental Monitoring. CoRR Misbah Ijaz, Saif Ur Rehman Khan, Abd Ur Rehman, Tayyaba Asif, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	J	`jnl`	Iterative quantum-assisted least squares optimization with convergence guarantees. J. Comput. Sci. Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel
2026	J	`jnl`	LGTM: Training-Free Light-Guided Text-to-Image Diffusion Model via Initial Noise Manipulation. CoRR Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser, Ko Watanabe, Riku Takahashi, Andreas Dengel
2026	J	`jnl`	PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors. Trans. Mach. Learn. Res. Brian Bernhard Moser, Shalini Sarode, Federico Raue, Stanislav Frolov, Krzysztof Adamkiewicz, Arundhati S. Shanbhag, Joachim Folz, Tobias Christian Nauen, Andreas Dengel
2026	J	`jnl`	ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents. Complex Intell. Syst. Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	SLUM-i: Semi-supervised Learning for Urban Mapping of Informal Settlements and Data Quality Benchmarking. CoRR Muhammad Taha Mukhtar, Syed Musa Ali Kazmi, Khola Naseem, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed, Muhammad Naseer Bajwa, Muhammad Imran Malik
2026	J	`jnl`	StructDamage:A Large Scale Unified Crack and Surface Defect Dataset for Robust Structural Damage Detection. CoRR Misbah Ijaz, Saif Ur Rehman Khan, Abd Ur Rehman, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	J	`jnl`	Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection. IEEE Access Dayananda Herurkar, Jörn Hees, Vesselin Tzvetkov, Andreas Dengel
2026	J	`jnl`	Temperature-driven robust disease detection in brain and gastrointestinal disorders via context-aware adaptive knowledge distillation. Biomed. Signal Process. Control. Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2026	J	`jnl`	The Sound of Death: Deep Learning Reveals Vascular Damage from Carotid Ultrasound. CoRR Christoph Balada, Aida Romano-Martinez, Payal Varshney, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2026	J	`jnl`	The evolution of natural language processing: How prompt optimization and language models are shaping the future. Comput. Sci. Rev. Summra Saleem, Muhammad Nabeel Asim, Shaista Zulfiqar, Andreas Dengel
2026	J	`jnl`	Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI. Trans. Mach. Learn. Res. David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel
2026	J	`jnl`	When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators. CoRR Krzysztof Adamkiewicz, Brian B. Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel
2025	J	`jnl`	A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances. CoRR Brian B. Moser, Arundhati S. Shanbhag, Stanislav Frolov, Federico Raue, Joachim Folz, Andreas Dengel
2025	J	`jnl`	A Study in Dataset Distillation for Image Super-Resolution. CoRR Tobias Dietz, Brian B. Moser, Tobias Christian Nauen, Federico Raue, Stanislav Frolov, Andreas Dengel
2025	J	`jnl`	AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. Mach. Learn. Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2025	B	`conf`	An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks. IDA Miro Miranda, Francisco Alejandro Mena, Andreas Dengel
2025	J	`jnl`	An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks. CoRR Miro Miranda, Francisco Alejandro Mena, Andreas Dengel
2025	—	`conf`	Augmenting Online Meetings with Context-Aware Real-time Music Generation. AHs Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	Augmenting Online Meetings with Context-Aware Real-time Music Generation. CoRR Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2025	—	`conf`	Box it and Track it: A Weakly Supervised Framework for Cell Tracking. DAGM GCPR Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Gillian Lovell, Bianca Migliori, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2025	—	`conf`	Can Multitask Learning Enhance Model Explainability? DAGM GCPR Hiba Najjar, Bushra Alshbib, Andreas Dengel
2025	J	`jnl`	Can Multitask Learning Enhance Model Explainability? CoRR Hiba Najjar, Bushra Alshbib, Andreas Dengel
2025	—	`conf`	DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models. ICDAR (4) Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models. CoRR Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025	Misc	`conf`	Deep Learning Emulators for Large-Scale, High-Resolution Urban Pluvial Flood Prediction. KI Dinesh Krishna Natarajan, Marco Stricker, Rushan Mukherjee, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2025	—	`conf`	Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. MIUA (3) Christoph Balada, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2025	J	`jnl`	Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. CoRR Christoph Balada, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
2025	J	`jnl`	Diffusion Models, Image Super-Resolution, and Everything: A Survey. IEEE Trans. Neural Networks Learn. Syst. Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel
2025	J	`jnl`	Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering. CoRR Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2025	B	`conf`	Distill the Best, Ignore the Rest: A Study in Latent Dataset Distillation on Core-Sets. IJCNN Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel
2025	—	`conf`	DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents. ICDAR (4) Nauman Riaz, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification. CoRR Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025	A	`conf`	Dynamic Attention-Guided Diffusion for Image Super-Resolution. WACV Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2025	J	`jnl`	Dynamic Weight Adjustment for Knowledge Distillation: Leveraging Vision Transformer for High-Accuracy Lung Cancer Detection and Real-Time Deployment. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection. CoRR Muhammad Ahmed Ullah Khan, Abdul Hannan Khan, Andreas Dengel
2025	J	`jnl`	Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines. CoRR Faiza Hassan, Summra Saleem, Kashif Javed, Muhammad Nabeel Asim, Abdur Rehman, Andreas Dengel
2025	J	`jnl`	Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking. CoRR Dayananda Herurkar, Ahmad Ali, Andreas Dengel
2025	J	`jnl`	Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2025	J	`jnl`	Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting. CoRR Miro Miranda, Marcela Charfuelan, Andreas Dengel
2025	J	`jnl`	EyeUnderstand: Dashboard for Gaze and Deep-Learning Driven Comprehension Estimation in Online Lectures. IEEE Access Ko Watanabe, Gitesh Gund, Jayasankar Santhosh, Haruka Sakagami, Yuki Matsuda, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	FOLC-Net: A Federated-Optimized Lightweight Architecture for Enhanced MRI Disease Diagnosis across Axial, Coronal, and Sagittal Views. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data. CoRR Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives. IEEE Access Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel
2025	J	`jnl`	FloraSyntropy-Net: Scalable Deep Learning with Novel FloraSyntropy Archive for Large-Scale Plant Disease Diagnosis. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation. CoRR Tobias Christian Nauen, Brian B. Moser, Federico Raue, Stanislav Frolov, Andreas Dengel
2025	—	`conf`	GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. AHs Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. CoRR Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	Generative language models potential for requirement engineering applications: insights into current strengths and limitations. Complex Intell. Syst. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2025	J	`jnl`	HandyLabel: Towards Post-Processing to Real-Time Annotation Using Skeleton Based Hand Gesture Recognition. CoRR Sachin Kumar Singh, Ko Watanabe, Brian B. Moser, Andreas Dengel
2025	—	`conf`	How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance. ESWC-JP Desiree Heim, Lars-Peter Meyer, Markus Schröder, Johannes Frey, Andreas Dengel
2025	J	`jnl`	How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance. CoRR Desiree Heim, Lars-Peter Meyer, Markus Schröder, Johannes Frey, Andreas Dengel
2025	—	`conf`	How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. ICAART (3) Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed
2025	—	`conf`	Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. HCI (5) Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. CoRR Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	HyperCore: Coreset Selection under Noise via Hypersphere Models. CoRR Brian B. Moser, Arundhati S. Shanbhag, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Joachim Folz, Andreas Dengel
2025	J	`jnl`	Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images. IEEE Access Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru
2025	J	`jnl`	In the search for optimal multi-view learning models for crop classification with global remote sensing data. Int. J. Appl. Earth Obs. Geoinformation Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
2025	A	`conf`	Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction. ECAI Miro Miranda, Marcela Charfuelan, Matias Valdenegro-Toro, Andreas Dengel
2025	J	`jnl`	Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction. CoRR Miro Miranda, Marcela Charfuelan, Matias Valdenegro-Toro, Andreas Dengel
2025	J	`jnl`	Intrinsic Explainability of Multimodal Learning for Crop Yield Prediction. CoRR Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel
2025	J	`jnl`	Intrinsic explainability of multimodal learning for crop yield simulation. Comput. Electron. Agric. Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel
2025	—	`conf`	Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets. ICAART (3) Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel
2025	J	`jnl`	KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. Expert Syst. Appl. Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2025	—	`conf`	Knowledge Graph Enrichments for Credit Account Prediction. ICAART (2) Michael Schulze, Andreas Dengel
2025	J	`jnl`	LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations. CoRR Payal Varshney, Adriano Lucieri, Christoph Balada, Sheraz Ahmed, Andreas Dengel
2025	J	`jnl`	Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. IEEE Access Christoph Balada, Max Bondorf, Sheraz Ahmed, Markus Zdrallek, Andreas Dengel
2025	J	`jnl`	Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach. CoRR Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
2025	J	`jnl`	Missing data as augmentation in the Earth Observation domain: A multi-view learning approach. Neurocomputing Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
2025	J	`jnl`	Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution. CoRR Ashitha Mudraje, Brian B. Moser, Stanislav Frolov, Andreas Dengel
2025	J	`jnl`	Multi-Sensor Model for Earth Observation Robust to Missing Data via Sensor Dropout and Mutual Distillation. IEEE Access Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025	J	`jnl`	Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration. CoRR Francisco Alejandro Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel
2025	J	`jnl`	Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration. Mach. Learn. Francisco Alejandro Mena, Dino Ienco, Cássio Fraga Dantas, Roberto Interdonato, Andreas Dengel
2025	—	`conf`	Object Risk Estimation for Autonomous Driving Safety. DAGM GCPR Abdul Hannan Khan, Syed Shafiq, Ludger van Elst, Andreas Dengel
2025	J	`jnl`	On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation? CoRR Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel
2025	J	`jnl`	PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors. CoRR Brian B. Moser, Shalini Sarode, Federico Raue, Stanislav Frolov, Krzysztof Adamkiewicz, Arundhati S. Shanbhag, Joachim Folz, Tobias Christian Nauen, Andreas Dengel
2025	J	`jnl`	PassionNet: An innovative framework for duplicate and conflicting requirements identification. Expert Syst. Appl. Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2025	J	`jnl`	Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance. Comput. Biol. Medicine Muhammad Nabeel Asim, Tayyaba Asif, Faiza Mehmood, Andreas Dengel
2025	J	`jnl`	Protein Sequence Analysis landscape: A Systematic Review of Task Types, Databases, Datasets, Word Embeddings Methods, and Language Models. Database J. Biol. Databases Curation Muhammad Nabeel Asim, Tayyaba Asif, Faiza Hassan, Andreas Dengel
2025	B	`conf`	PupilSense: A Novel Application for Webcam-Based Pupil Diameter Estimation. ETRA Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel
2025	—	`conf`	Push or Light: Nudging Standing to Break Prolonged Sitting. UbiComp Companion Sohshi Yoshida, Ko Watanabe, Andreas Dengel, Shoya Ishimaru, Shingo Ata, Manato Fujimoto
2025	J	`jnl`	Push or Light: Nudging Standing to Break Prolonged Sitting. CoRR Sohshi Yoshida, Ko Watanabe, Andreas Dengel, Shoya Ishimaru, Shingo Ata, Manato Fujimoto
2025	J	`jnl`	Quantum-Assisted Correlation Clustering. CoRR Antonio Macaluso, Supreeth Mysore Venkatesh, Diego Arenas, Matthias Klusch, Andreas Dengel
2025	J	`jnl`	RPCP-PURI: A robust and precise computational predictor for Phishing Uniform Resource Identification. J. Inf. Secur. Appl. Tayyaba Asif, Faiza Mehmood, Syed Ahmed Mazhar Gillani, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2025	J	`jnl`	Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	—	`conf`	SAT: Segment and Track Anything for Microscopy. ICAART (2) Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	SensHRPS: Sensing Comfortable Human-Robot Proxemics and Personal Space With Eye-Tracking. CoRR Nadezhda Kushina, Ko Watanabe, Aarthi Kannan, Ashita Ashok, Andreas Dengel, Karsten Berns
2025	—	`conf`	Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps. xAI (5) Fabian Schmeisser, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	Spherical Dense Text-to-Image Synthesis. CoRR Timon Winter, Stanislav Frolov, Brian B. Moser, Andreas Dengel
2025	A	`conf`	SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time. WACV Stanislav Frolov, Brian B. Moser, Andreas Dengel
2025	J	`jnl`	SubZeroCore: A Submodular Approach with Zero Training for Coreset Selection. CoRR Brian B. Moser, Tobias Christian Nauen, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Joachim Folz, Andreas Dengel
2025	—	`conf`	Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. ICAART (3) Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed
2025	A*	`conf`	TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CVPR Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou
2025	J	`jnl`	Tabular Data Adapters: Improving Outlier Detection for Unlabeled Private Data. CoRR Dayananda Herurkar, Jörn Hees, Vesselin Tzvetkov, Andreas Dengel
2025	J	`jnl`	The Directed Prediction Change - Efficient and Trustworthy Fidelity Assessment for Local Feature Attribution Methods. CoRR Kevin Iselborn, David Dembinsky, Adriano Lucieri, Andreas Dengel
2025	J	`jnl`	The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future. CoRR Summra Saleem, Muhammad Nabeel Asim, Shaista Zulfiqar, Andreas Dengel
2025	—	`conf`	Time Series Generation for Augmenting Multi-channel Automotive Audio Data. ICANN (3) Philipp Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2025	J	`jnl`	Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image Synthesis. CoRR Ko Watanabe, Stanislav Frolov, Adriano Lucieri, Andreas Dengel
2025	J	`jnl`	Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI. CoRR David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel
2025	J	`jnl`	VAEneu: a new avenue for VAE application on probabilistic forecasting. Appl. Intell. Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2025	—	`conf`	Webcam-Based Pupil Diameter Prediction Benefits from Upscaling. ICAART (2) Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel
2025	A	`conf`	Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. WACV Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel
2025	—	`conf`	YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. ICAART (2) Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed
2025	—	`conf`	i-QLS: Quantum-Supported Algorithm for Least Squares Optimization in Non-linear Regression. ICCS (2) Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel
2025	J	`jnl`	i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression. CoRR Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel
2025	—	`conf`	mFQS: A Multidimensional Visual Rating System. UbiComp Companion Christian Brinkhaus, Andrew Vargo, Benjamin Tag, Nicolas Großmann, Andreas Dengel, Koichi Kise
2024	—	`conf`	A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift. CoRR Sanath Budakegowdanadoddi Nagaraju, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel
2024	—	`conf`	A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) Brian B. Moser, Federico Raue, Andreas Dengel
2024	J	`jnl`	A Study in Dataset Pruning for Image Super-Resolution. CoRR Brian B. Moser, Federico Raue, Andreas Dengel
2024	—	`conf`	A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
2024	C	`conf`	Assessment of Sentinel-2 Spatial and Temporal Coverage Based on the Scene Classification Layer. IGARSS Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024	J	`jnl`	Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer. CoRR Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024	—	`conf`	Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel
2024	—	`conf`	CCATS: Moving Forward with Class-Conditional Time Series Generation. ICONIP (3) Philipp Engler, Alireza Koochali, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. KONVENS Neda Foroutan, Markus Schröder, Andreas Dengel
2024	J	`jnl`	CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. CoRR Neda Foroutan, Markus Schröder, Andreas Dengel
2024	—	`conf`	CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes-Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. ICANN (8) Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2024	—	`conf`	Comparing Web Browsing Behaviors with High and Low Information Literacy: A Case Study for Fact Check Against GPT Generated Fake News. UbiComp Companion Ko Watanabe, Seiya Tanaka, Andrew Vargo, Koichi Kise, Andreas Dengel
2024	—	`conf`	Concentration Estimation in Online Video Lecture Using Multimodal Sensors. UbiComp Companion Noriyuki Tanaka, Ko Watanabe, Shoya Ishimaru, Andreas Dengel, Shingo Ata, Manato Fujimoto
2024	—	`conf`	Context-Aware Robotic Assistance for Workers Using Intention Recognition and Semantic Digital Twin. IHCI (1) Snehal Walunj, Parsha Pahlevannejad, Michael Sintek, Juan Carlos Saborío, Prerna Garg, Hooman Tavakoli, Christiane Plociennik, Nicolas Großmann, Ansgar Bernardi, Martin Ruskowski, Joachim Hertzberg, Andreas Dengel
2024	A	`conf`	Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data. RecSys Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel
2024	Misc	`conf`	DTA: Detect Them All for Safe and Reliable Autonomous Driving. DICTA Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel
2024	J	`jnl`	Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset. CoRR Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel
2024	J	`jnl`	Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR Hiba Najjar, Marlon Nuske, Andreas Dengel
2024	J	`jnl`	Diffusion Models, Image Super-Resolution And Everything: A Survey. CoRR Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel
2024	—	`conf`	Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes. UbiComp Companion Jayasankar Santhosh, Shrishti Jagtap, Andreas Dengel, Shoya Ishimaru
2024	J	`jnl`	Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning. CoRR Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel
2024	J	`jnl`	DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	Edge-Based Denoising Image Compression. EUSIPCO Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou
2024	J	`jnl`	Edge-based Denoising Image Compression. CoRR Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou
2024	J	`jnl`	Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks. IEEE Access Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru
2024	J	`jnl`	Estimating Unknown English Words From User Smartphone Reading Behaviors. IEEE Access Riku Higashimura, Ko Watanabe, Andrew Vargo, Motoi Iwata, Andreas Dengel, Koichi Kise
2024	J	`jnl`	Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2024	J	`jnl`	Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. Alexander Günther, Hiba Najjar, Andreas Dengel
2024	B	`conf`	Eye Movement in a Controlled Dialogue Setting. ETRA David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2024	J	`jnl`	EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images. CoRR Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel
2024	—	`conf`	Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) Dai Shimizu, Ko Watanabe, Andreas Dengel
2024	J	`jnl`	Feature Estimation of Global Language Processing in EEG Using Attention Maps. CoRR Dai Shimizu, Ko Watanabe, Andreas Dengel
2024	J	`jnl`	FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data. CoRR Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel
2024	J	`jnl`	Federated Learning for Blind Image Super-Resolution. CoRR Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel
2024	J	`jnl`	Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel
2024	J	`jnl`	From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Gaze Generation for Avatars Using GANs. IEEE Access David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2024	J	`jnl`	Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries. IEEE Access Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru
2024	—	`conf`	Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. ICPR (12) Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations. CoRR Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2024	C	`conf`	Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. IGARSS Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024	J	`jnl`	Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024	J	`jnl`	Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024	Misc	`conf`	Improving Medical Image Classification via Representation Fusion and Contrastive Learning. DICTA Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive Learning. ICONIP (5) Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data. CoRR Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
2024	J	`jnl`	Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
2024	J	`jnl`	Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning. CoRR Arundhati S. Shanbhag, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel
2024	—	`conf`	Knowledge-Aware Object Detection in Traffic Scenes. ICAART (3) Jean-Francois Nies, Syed Tahseen Raza Rizvi, Mohsin Munir, Ludger van Elst, Andreas Dengel
2024	J	`jnl`	Latent Dataset Distillation with Diffusion Models. CoRR Brian B. Moser, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel
2024	—	`conf`	Latent Diffusion for Guided Document Table Generation. ICDAR (5) Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Latent Diffusion for Guided Document Table Generation. CoRR Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification. Frontiers Artif. Intell. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Markus Junker, Andreas Dengel
2024	—	`conf`	Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	Metacognition-EnGauge: Real-time Augmentation of Self-and-Group Engagement Levels Understanding by Gauge Interface in Online Meetings. AHs Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2024	J	`jnl`	Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR Johannes Bayer, Leo van Waveren, Andreas Dengel
2024	C	`conf`	Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels. IGARSS Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel
2024	A*	`conf`	ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. ACM Multimedia Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel
2024	J	`jnl`	ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. CoRR Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel
2024	J	`jnl`	Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
2024	J	`jnl`	Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2024	J	`jnl`	PassionNet: An Innovative Framework for Duplicate and Conflicting Requirements Identification. CoRR Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2024	—	`conf`	Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024	Misc	`conf`	Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. QCE Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024	J	`jnl`	Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024	Misc	`conf`	Qubit-Efficient Variational Quantum Algorithms for Image Segmentation. QCE Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024	J	`jnl`	Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024	J	`jnl`	RPRP-SAP: A Robust and Precise ResNet Predictor for Steering Angle Prediction of Autonomous Vehicles. IEEE Access Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Peter Schichtel, Andreas Dengel
2024	J	`jnl`	Real-time Traffic Object Detection for Autonomous Driving. CoRR Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel
2024	A	`conf`	SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation. WACV Christiano Couto Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel
2024	J	`jnl`	SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR Stanislav Frolov, Brian B. Moser, Andreas Dengel
2024	—	`conf`	StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel
2024	J	`jnl`	TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CoRR Ryugo Morita, Stanislav Frolov, Brian B. Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou
2024	—	`conf`	Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF Dayananda Herurkar, Federico Raue, Andreas Dengel
2024	J	`jnl`	TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. CoRR Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel
2024	—	`conf`	TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax. ICPR (6) Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel
2024	J	`jnl`	The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. Frontiers Artif. Intell. Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	Towards Context-aware Recommender Systems for Supporting Knowledge Workers in Personal and Corporate Information Space. INFORMATIK Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel
2024	—	`conf`	Towards Cyber Mapping the German Financial System with Knowledge Graphs. ESWC (1) Markus Schröder, Jacqueline Krüger, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus, Andreas Dengel
2024	—	`conf`	Towards Synthesizing E-Mail Conversations as Part of Knowledge Work Datasets with Large Language Models. EKAW (Companion) Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel
2024	J	`jnl`	Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	—	`conf`	Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel
2024	J	`jnl`	Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. CoRR Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel
2024	—	`conf`	Using Semantic-based Adaptive Relevance Prediction to Enhance Entity Recommendation for Personal Knowledge Assistance. KaRS@RecSys Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel
2024	J	`jnl`	VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2024	B	`conf`	Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. IJCNN Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2024	J	`jnl`	Webcam-based Pupil Diameter Prediction Benefits from Upscaling. CoRR Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel
2024	J	`jnl`	WordVIS: A Color Worth A Thousand Words. CoRR Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
2024	C	`conf`	Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
2024	J	`jnl`	Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution. CoRR Brian B. Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel
2024	Misc	`conf`	oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. DICTA Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel
2024	J	`jnl`	oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. CoRR Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel
2023	J	`jnl`	A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel
2023	C	`conf`	A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023	J	`jnl`	A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023	—	`conf`	A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
2023	J	`jnl`	A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel
2023	—	`conf`	Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct Ko Watanabe, Andreas Dengel, Shoya Ishimaru
2023	J	`jnl`	Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023	C	`conf`	Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023	B	`conf`	Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel
2023	J	`jnl`	DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	DWA: Differential Wavelet Amplifier for Image Super-Resolution. ICANN (2) Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2023	J	`jnl`	DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2023	J	`jnl`	DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
2023	—	`conf`	Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2023	C	`conf`	Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection. IGARSS Takashi Miyamoto, Marco Stricker, Jun Ogishima, Kevin Iselborn, Marlon Nuske, Andreas Dengel
2023	J	`jnl`	EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural Network. IEEE Access Ko Watanabe, Tanuja Sathyanarayana, Andreas Dengel, Shoya Ishimaru
2023	J	`jnl`	EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2023	J	`jnl`	FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification. J. King Saud Univ. Comput. Inf. Sci. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2023	C	`conf`	Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023	J	`jnl`	From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2023	C	`conf`	Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel
2023	—	`conf`	Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel
2023	J	`jnl`	Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction. Complex Intell. Syst. Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. IEEE Trans. Pattern Anal. Mach. Intell. Brian B. Moser, Federico Raue, Stanislav Frolov, Sebastian Palacio, Jörn Hees, Andreas Dengel
2023	C	`conf`	Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
2023	C	`conf`	Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM Johannes Bayer, Amit Kumar Roy, Andreas Dengel
2023	J	`jnl`	Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR Johannes Bayer, Amit Kumar Roy, Andreas Dengel
2023	—	`conf`	Intelligence Augmentation: Future Directions and Ethical Implications in HCI. INTERACT (4) Andrew Vargo, Benjamin Tag, Mathilde Hutin, Victoria Abou Khalil, Shoya Ishimaru, Olivier Augereau, Tilman Dingler, Motoi Iwata, Koichi Kise, Laurence Devillers, Andreas Dengel
2023	—	`conf`	Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2023	A*	`conf`	Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel
2023	J	`jnl`	Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches. CoRR Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel
2023	—	`conf`	PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. ICANN (2) Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023	C	`conf`	Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023	J	`jnl`	Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2023	J	`jnl`	Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2023	C	`conf`	Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel
2023	—	`conf`	SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images. CVPR Workshops Christiano Couto Gava, Vishal Mukunda, Tewodros Habtegebrial, Federico Raue, Sebastian Palacio, Andreas Dengel
2023	—	`conf`	Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) Johannes Bayer, Shabi Haider Turabi, Andreas Dengel
2023	J	`jnl`	Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories. CoRR Christian Jilek, Markus Schröder, Heiko Maus, Sven Schwarz, Andreas Dengel
2023	J	`jnl`	Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. CoRR Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2023	J	`jnl`	Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel
2023	J	`jnl`	YODA: You Only Diffuse Areas. An Area-Masked Diffusion Approach For Image Super-Resolution. CoRR Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
2022	—	`conf`	A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC Markus Schröder, Christian Jilek, Andreas Dengel
2022	—	`conf`	A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. ICANN (2) Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. LWDA Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel
2022	B	`conf`	Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2022	Misc	`conf`	Audioclip: Extending Clip to Image, Text and Audio. ICASSP Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2022	J	`jnl`	CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
2022	J	`jnl`	DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
2022	—	`conf`	DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Delivering Sensing Technologies for Education and Learning. UbiComp/ISWC Adjunct Andrew Vargo, Victoria Abou Khalil, Shoya Ishimaru, Benjamin Tag, Mathilde Hutin, Andreas Dengel, Laurence Devillers, Koichi Kise
2022	—	`ch.`	Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3. UbiComp/ISWC Adjunct Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru
2022	B	`conf`	F2DNet: Fast Focal Detection Network for Pedestrian Detection. ICPR Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel
2022	J	`jnl`	F2DNet: Fast Focal Detection Network for Pedestrian Detection. CoRR Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel
2022	J	`jnl`	FiN: A Smart Grid and Power Line Communication Dataset. CoRR Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek
2022	C	`conf`	Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel
2022	J	`jnl`	Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. CoRR Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel
2022	J	`jnl`	Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR Brian B. Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel
2022	J	`jnl`	Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Learning Cyclotron: An Ecosystem of Knowledge Circulation. UbiComp/ISWC Adjunct Andrew Vargo, Motoi Iwata, Mathilde Hutin, Sofiya Kobylyanskaya, Ioana Vasilescu, Olivier Augereau, Ko Watanabe, Shoya Ishimaru, Benjamin Tag, Tilman Dingler, Koichi Kise, Laurence Devillers, Andreas Dengel
2022	—	`conf`	Less is More: Proxy Datasets in NAS approaches. CVPR Workshops Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
2022	J	`jnl`	Less is More: Proxy Datasets in NAS approaches. CoRR Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
2022	J	`jnl`	Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek
2022	J	`jnl`	PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2022	A*	`conf`	Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou
2022	A	`conf`	Self-supervised Test-time Adaptation on Video Data. WACV Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel
2022	—	`conf`	Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance. UbiComp/ISWC Adjunct Haruki Suzawa, Ko Watanabe, Masakazu Iwamura, Koichi Kise, Andreas Dengel, Shoya Ishimaru
2022	J	`jnl`	Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022	—	`conf`	Towards Knowledge Graph Based Services in Accounting Use Cases. SEMANTiCS (Posters & Demos) Michael Schulze, Michelle Pelzer, Markus Schröder, Christian Jilek, Heiko Maus, Andreas Dengel
2022	J	`jnl`	Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2021	J	`jnl`	A Linked Data Application Framework to Enable Rapid Prototyping. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2021	—	`conf`	A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. ICDAR Workshops (1) Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel
2021	J	`jnl`	A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. CoRR Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
2021	J	`jnl`	A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021	B	`conf`	ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. IJCNN Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel
2021	J	`jnl`	Adversarial Text-to-Image Synthesis: A Review. CoRR Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel
2021	J	`jnl`	Adversarial text-to-image synthesis: A review. Neural Networks Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel
2021	—	`conf`	Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. GCPR Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel
2021	J	`jnl`	AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. CoRR Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel
2021	J	`jnl`	AudioCLIP: Extending CLIP to Image, Text and Audio. CoRR Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2021	—	`ch.`	Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics. Reflections on Artificial Intelligence for Humanity Andreas Dengel, Laurence Devillers, Laura Maria Schaal
2021	J	`jnl`	Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Bridging the Technology Gap between Industry and Semantic Web: Generating Databases and Server Code from RDF. ICAART (2) Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel
2021	—	`conf`	ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2021	Misc	`conf`	Combining Transformer Generators with Convolutional Discriminators. KI Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper
2021	J	`jnl`	Combining Transformer Generators with Convolutional Discriminators. CoRR Ricard Durall, Stanislav Frolov, Andreas Dengel, Janis Keuper
2021	J	`jnl`	Confidence-Aware Learning Assistant. CoRR Shoya Ishimaru, Takanori Maruichi, Andreas Dengel, Koichi Kise
2021	J	`jnl`	Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. CoRR Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel
2021	J	`jnl`	Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Dataset Generation Patterns for Evaluating Knowledge Graph Construction. ESWC (Satellite Events) Markus Schröder, Christian Jilek, Andreas Dengel
2021	J	`jnl`	Dataset Generation Patterns for Evaluating Knowledge Graph Construction. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2021	J	`jnl`	Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2021	B	`conf`	DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor. Sensors Ko Watanabe, Yusuke Soneda, Yuki Matsuda, Yugo Nakamura, Yutaka Arakawa, Andreas Dengel, Shoya Ishimaru
2021	B	`conf`	ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. IJCNN Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2021	J	`jnl`	ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. CoRR Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2021	—	`conf`	Effects of Counting Seconds in the Mind while Reading. UbiComp/ISWC Adjunct Pramod Vadiraja, Jayasankar Santhosh, Hanane Moulay, Andreas Dengel, Shoya Ishimaru
2021	J	`jnl`	Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings. ICDAR Workshops (1) Syed Mizanur Rahman, Johannes Bayer, Andreas Dengel
2021	—	`conf`	Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISIGRAPP (4: VISAPP) Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel
2021	—	`conf`	ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets. CoRR Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel
2021	B	`conf`	L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States. LWDA Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel
2021	—	`conf`	Mapping Spreadsheets to RDF: Supporting Excel in RML. KGCW@ESWC Markus Schröder, Christian Jilek, Andreas Dengel
2021	J	`jnl`	Mapping Spreadsheets to RDF: Supporting Excel in RML. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2021	—	`ch.`	Next Big Challenges in Core AI Technology. Reflections on Artificial Intelligence for Humanity Andreas Dengel, Oren Etzioni, Nicole DeCario, Holger H. Hoos, Li Fei-Fei, Junichi Tsujii, Paolo Traverso
2021	B	`conf`	P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices. ESWC Michael Schulze, Markus Schröder, Christian Jilek, Torsten Albers, Heiko Maus, Andreas Dengel
2021	B	`conf`	PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. AAAI Spring Symposium: MLPS Carlos Jose Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro
2021	—	`conf`	Rethinking RNN-Based Video Object Segmentation. VISIGRAPP (Revised Selected Papers) Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
2021	J	`jnl`	Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. CoRR Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou
2021	J	`jnl`	Self-Supervised Representation Learning for Document Image Classification. IEEE Access Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	Spatial Transformer Networks for Curriculum Learning. CoRR Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
2021	B	`conf`	Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. K-CAP Markus Schröder, Christian Jilek, Andreas Dengel
2021	J	`jnl`	Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2021	—	`conf`	Stress Detection by Machine Learning and Wearable Sensors. IUI Companion Prerna Garg, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru
2021	J	`jnl`	TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Text Summary Augmentation for Intelligent Reading Assistant. AHs Pramod Vadiraja, Andreas Dengel, Shoya Ishimaru
2021	—	`conf`	The Person Index Challenge: Extraction of Persons from Messy, Short Texts. ICAART (2) Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel
2021	J	`jnl`	Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2021	J	`jnl`	Violence Detection in Videos. CoRR Praveen Tirupattur, Christian Schulze, Andreas Dengel
2021	—	`conf`	XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
2021	J	`jnl`	XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
2021	J	`jnl`	iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing. J. Imaging Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel
2021	J	`jnl`	iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing. Int. J. Parallel Program. Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel
2021	—	`conf`	ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services. ISWC (Posters/Demos/Industry) Michael Schulze, Markus Schröder, Christian Jilek, Andreas Dengel
2020	J	`jnl`	A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020	A	`conf`	Adversarial Defense based on Structure-to-Signal Autoencoders. WACV Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel
2020	J	`jnl`	Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel
2020	—	`conf`	Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Benchmarking adversarial attacks and defenses for time-series data. CoRR Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF. CoRR Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel
2020	—	`conf`	Classification of Visual Strategies in Physics Vector Field Problem-solving. ICAART (2) Saleh Mozaffari, Mohammad Al-Naser, Pascal Klein, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel
2020	J	`jnl`	Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
2020	J	`jnl`	Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. ICPR Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel
2020	—	`conf`	DartsReNet: Exploring New RNN Cells in ReNet Architectures. ICANN (1) Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. CoRR Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel
2020	C	`conf`	DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping. INISTA Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel
2020	B	`conf`	ESResNet: Environmental Sound Classification Based on Visual Domain Models. ICPR Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	ESResNet: Environmental Sound Classification Based on Visual Domain Models. CoRR Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
2020	—	`conf`	Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	—	`conf`	Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	—	`conf`	Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback. AsianCHI@CHI Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel
2020	—	`conf`	Generating Heatmap for Unknown Documents towards Readability Measurement. IUI Companion Jayasankar Santhosh, Shoya Ishimaru, Andreas Dengel
2020	J	`jnl`	Hybrid Sequence to Sequence Model for Video Object Segmentation. CoRR Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2020	C	`conf`	Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. ICCBR Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
2020	—	`conf`	Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	Interpreting Deep Models through the Lens of Data. IJCNN Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Interpreting Deep Models through the Lens of Data. CoRR Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. CoRR Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel
2020	J	`jnl`	Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor. Sensors Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru, Andreas Dengel
2020	B	`conf`	On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	P ≈ NP, at least in Visual Question Answering. ICPR Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	P ≈ NP, at least in Visual Question Answering. CoRR Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel
2020	—	`conf`	P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	P2ExNet: Patch-based Prototype Explanation Network. CoRR Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	QuViS - The Question of Visual Site Selection. CoRR Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel
2020	—	`conf`	Quantifying Gaze-Based Strategic Patterns in Physics Vector Field Divergence. ICAART (Revised Selected Papers) Saleh Mozaffari, Pascal Klein, Mohammad Al-Naser, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel
2020	J	`jnl`	Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel
2020	B	`conf`	Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
2020	J	`jnl`	TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	The Focus-Aspect-Value model for predicting subjective visual attributes. Int. J. Multim. Inf. Retr. Philipp Blandfort, Tushar Karayil, Jörn Hees, Andreas Dengel
2020	J	`jnl`	The Person Index Challenge: Extraction of Persons from Messy, Short Texts. CoRR Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel
2020	J	`jnl`	Training Deep Neural Networks Without Batch Normalization. CoRR Divya Gaur, Joachim Folz, Andreas Dengel
2020	J	`jnl`	Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2020	—	`conf`	Workshop on Detection and Design for Cognitive Biases in People and Computing Systems. CHI Extended Abstracts Tilman Dingler, Benjamin Tag, Evangelos Karapanos, Koichi Kise, Andreas Dengel
2019	C	`conf`	A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. ICMLA Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN (1) Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel
2019	A	`conf`	A Robust Hybrid Approach for Textual Document Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	A Robust Hybrid Approach for Textual Document Classification. CoRR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	C	`conf`	A Robust Page Frame Detection Method for Complex Historical Document Images. ICPRAM Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel
2019	J	`jnl`	A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	C	`conf`	A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. ICPRAM Praveen Kumar Badimala Giridhara, Chinmaya Mishra, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel
2019	—	`conf`	Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR. IntelliSys (2) Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2019	A	`conf`	Analysis of Unsupervised Training Approaches for LSTM-Based OCR. ICDAR Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
2019	Misc	`conf`	Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. SGAI Conf. Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2019	A	`conf`	Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. ICDAR Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel
2019	—	`conf`	Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	Comparison Between U-Net and U-ReNet Models in OCR Tasks. ICANN (3) Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
2019	—	`conf`	Conditional GANs for Image Captioning with Sentiments. ICANN (4) Tushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel
2019	J	`jnl`	Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019	—	`conf`	Cursive Script Textline Image Transformation for Improving OCR Accuracy. WML@ICDAR Eman Eman, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel
2019	J	`jnl`	DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	DeepBiRD: An Automatic Bibliographic Reference Detection Approach. CoRR Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	A	`conf`	DeepTabStR: Deep Learning based Table Structure Recognition. ICDAR Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed
2019	C	`conf`	Document Image Dewarping using Deep Learning. ICPRAM Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel
2019	J	`jnl`	Editorial for special issue on "Advanced Topics in Document Analysis and Recognition". Int. J. Document Anal. Recognit. Cheng-Lin Liu, Andreas Dengel, Rafael Dueire Lins
2019	—	`conf`	Electrooculography dataset for reading detection in the wild. UbiComp/ISWC Adjunct Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise, Andreas Dengel
2019	J	`jnl`	EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
2019	—	`conf`	Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information. WML@ICDAR Khurram Azeem Hashmi, Rakshith Bymana Ponnappa, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel
2019	J	`jnl`	FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed
2019	B	`conf`	Fusion Strategies for Learning User Embeddings with Neural Networks. IJCNN Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel
2019	J	`jnl`	Fusion Strategies for Learning User Embeddings with Neural Networks. CoRR Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel
2019	—	`conf`	Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. ICGDA Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel
2019	C	`conf`	Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. LDK Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel
2019	J	`jnl`	Interactive Concept Mining on Personal Data - Bootstrapping Semantic Services. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2019	—	`conf`	KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	KINN: Incorporating Expert Knowledge in Neural Networks. CoRR Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2019	C	`conf`	Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel
2019	J	`jnl`	Managed Forgetting to Support Information Management and Knowledge Work. Künstliche Intell. Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings
2019	C	`conf`	Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel
2019	B	`conf`	Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. ICIP Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel
2019	Misc	`conf`	OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel
2019	J	`jnl`	Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
2019	—	`conf`	Quantifying Quality of Actions Using Wearable Sensor. AALTD@PKDD/ECML Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel
2019	C	`conf`	Removal of Historical Document Degradations using Conditional GANs. ICPRAM Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel
2019	A	`conf`	Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	SentiCite: An Approach for Publication Sentiment Analysis. CoRR Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019	—	`conf`	Table Localization and Segmentation using GAN and CNN. WML@ICDAR Mohammad Mohsin Reza, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel
2019	B	`conf`	The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. ICMR Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel
2019	C	`conf`	Towards a Sentinel-2 Based Human Settlement Layer. IGARSS Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel
2019	A	`conf`	Two Stream Deep Network for Document Image Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
2019	A	`conf`	Unsupervised OCR Model Evaluation Using GAN. ICDAR Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
2019	—	`conf`	Using Balanced Training to Minimize Biased Classification. HIP@ICDAR Redy Andriyansah, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel
2019	—	`conf`	iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. ReConFig Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel
2018	J	`jnl`	Advanced Memory Buoyancy for Forgetful Information Systems. CoRR Christian Jilek, Jessica Chwalek, Sven Schwarz, Markus Schröder, Heiko Maus, Andreas Dengel
2018	J	`jnl`	Adversarial Defense based on Structure-to-Signal Autoencoders. CoRR Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel
2018	J	`jnl`	An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. CoRR Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel
2018	B	`conf`	An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel
2018	C	`conf`	Answering with Cases: A CBR Approach to Deep Learning. ICCBR Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2018	—	`conf`	Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband. IUI Companion Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel
2018	J	`jnl`	Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. CoRR Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel
2018	J	`jnl`	Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. Sensors Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel
2018	—	`conf`	Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. UbiComp/ISWC Adjunct Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel
2018	B	`conf`	Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. DocEng Cannannore Nidhi Kamath, Syed Saqib Bukhari, Andreas Dengel
2018	J	`jnl`	Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. CoRR Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel
2018	—	`conf`	Context Spaces as the Cornerstone of a Near-Transparent and Self-reorganizing Semantic Desktop. ESWC (Satellite Events) Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel
2018	J	`jnl`	DeCNT: Deep Deformable CNN for Table Detection. IEEE Access Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2018	—	`conf`	Deep Linking Desktop Resources. ESWC (Satellite Events) Markus Schröder, Christian Jilek, Andreas Dengel
2018	J	`jnl`	Deep Linking Desktop Resources. CoRR Markus Schröder, Christian Jilek, Andreas Dengel
2018	—	`conf`	Dynamic Process Workflow Routing Using Deep Learning. SGAI Conf. Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2018	B	`conf`	Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. ETRA Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel
2018	—	`conf`	Gaze-based interest detection on newspaper articles. PETMEI@ETRA Soumy Jacob, Syed Saqib Bukhari, Shoya Ishimaru, Andreas Dengel
2018	—	`conf`	Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. MediaEval Benjamin Bischke, Patrick Helber, Andreas Dengel
2018	—	`conf`	Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. ICAART (2) Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel
2018	C	`conf`	High Performance Layout Analysis of Medieval European Document Images. ICPRAM Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel
2018	—	`conf`	HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents. UbiComp/ISWC Adjunct Shoya Ishimaru, Nicolas Großmann, Andreas Dengel, Ko Watanabe, Yutaka Arakawa, Carina Heisel, Pascal Klein, Jochen Kuhn
2018	C	`conf`	Impact of Training LSTM-RNN with Fuzzy Ground Truth. ICPRAM Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel
2018	J	`jnl`	Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. CoRR Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel
2018	Misc	`conf`	Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges. KI Ingo J. Timm, Steffen Staab, Michael Siebers, Claudia Schon, Ute Schmid, Kai Sauerwald, Lukas Reuter, Marco Ragni, Claudia Niederée, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle
2018	—	`conf`	Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks. ICPRAM (Revised Selected Papers) Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel
2018	C	`conf`	Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks. ICPRAM Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel
2018	—	`conf`	Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. UbiComp/ISWC Adjunct Soumy Jacob, Shoya Ishimaru, Andreas Dengel
2018	C	`conf`	Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IGARSS Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
2018	B	`conf`	Layout Error Correction Using Deep Neural Networks. DAS Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel
2018	—	`conf`	Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. JCDL Anne Lauscher, Kai Eckert, Lukas Galke, Ansgar Scherp, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein, Annette Klein
2018	J	`jnl`	Managed Forgetting to Support Information Management and Knowledge Work. CoRR Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings
2018	B	`conf`	OCR Error Correction: State-of-the-Art vs an NMT-based Approach. DAS Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel
2018	—	`conf`	Ontology-based Information Extraction from Technical Documents. ICAART (2) Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
2018	C	`conf`	Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CBMI Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel
2018	J	`jnl`	Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CoRR Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel
2018	—	`conf`	Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. IUI Workshops Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel
2018	—	`conf`	Saliency based Adjective Noun Pair Detection System. ICAART (2) Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
2018	C	`conf`	Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. IGARSS Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel
2018	—	`conf`	SentiCite - An Approach for Publication Sentiment Analysis. ICAART (2) Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2018	—	`conf`	Space Anomalies in OCRs for Arabic Like Scripts. ASAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2018	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki
2018	J	`jnl`	TSViz: Demystification of Deep Learning Models for Time-Series Analysis. CoRR Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2018	J	`jnl`	The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images. CoRR Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel
2018	J	`jnl`	The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA. CoRR Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi
2018	J	`jnl`	Towards Semantically Enhanced Data Understanding. CoRR Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel
2018	—	`conf`	Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. ICAART (2) Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel
2018	B	`conf`	Transcription Free LSTM OCR Model Evaluation. ICFHR Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
2018	A*	`conf`	What Do Deep Networks Like to See? CVPR Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel
2018	J	`jnl`	What do Deep Networks Like to See? CoRR Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel
2018	B	`conf`	anyAlign: An Intelligent and Interactive Text-Alignment Web-Application for Historical Document. DAS Syed Saqib Bukhari, Manabendra Saha, Praveen Badimala, Manesh Kumar Lohano, Andreas Dengel
2018	B	`conf`	iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization. DocEng Vladimir Rybalkin, Syed Saqib Bukhari, Muhammad Mohsin Ghaffar, Aqib Ghafoor, Norbert Wehn, Andreas Dengel
2017	—	`conf`	ARFLED: ability recognition framework for learning and education. UbiComp/ISWC Adjunct Shoya Ishimaru, Andreas Dengel
2017	A	`conf`	Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. ICDAR Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel
2017	A	`conf`	AirScript - Creating Documents in Air. ICDAR Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2017	J	`jnl`	AirScript - Creating Documents in Air. CoRR Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel
2017	A	`conf`	Classification and Information Extraction for Complex and Nested Tabular Structures in Images. ICDAR Amir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel
2017	—	`conf`	Classless Association Using Neural Networks. ICANN (2) Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki
2017	—	`conf`	Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera. HDI@ICDAR Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Michael Thees, Jochen Kuhn, Andreas Dengel
2017	—	`conf`	DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. ICONIP (2) Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed
2017	A	`conf`	DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR Sebastian Schreiber, Stefan Agne, Ivo Wolf, Andreas Dengel, Sheraz Ahmed
2017	J	`jnl`	Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. CoRR Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer
2017	—	`conf`	Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. MediaEval Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel
2017	J	`jnl`	EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. CoRR Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth
2017	C	`conf`	Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. ICCBR Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel
2017	—	`conf`	Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. GREC@ICDAR Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel
2017	C	`conf`	Grid-based outlier detection in large data sets for combine harvesters. INDIN Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel
2017	—	`conf`	Image Captioning in the Wild: How People Caption Images on Flickr. MUSA2@MM Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel
2017	—	`conf`	KHATT: A Deep Learning Benchmark on Arabic Script. MOCR@ICDAR Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	—	`conf`	Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters. HDI@ICDAR Marc Beck, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel
2017	—	`conf`	Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. ICAART (2) Sebastian Baumbach, Andreas Dengel
2017	J	`jnl`	Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. CoRR Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel
2017	—	`conf`	Pattern-Based Contextual Anomaly Detection in HVAC Systems. ICDM Workshops Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
2017	—	`conf`	Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC (Posters, Demos & Industry Tracks) Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
2017	—	`conf`	Quantified reading and learning for sharing experiences. UbiComp/ISWC Adjunct Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura, Kai Kunze, Shoya Ishimaru, Andreas Dengel
2017	—	`conf`	RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. ISWC (Posters, Demos & Industry Tracks) Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel
2017	C	`conf`	Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization. ICPRAM Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel
2017	—	`conf`	Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches. ICPRAM (Revised Selected Papers) Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel
2017	A	`conf`	Table Recognition in Heterogeneous Documents Using Machine Learning. ICDAR Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel
2017	—	`conf`	Text-line segmentation of large titles and headings in Arabic like script. ASAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	—	`conf`	The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System. MOCR@ICDAR Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel
2017	—	`conf`	The Multimedia Satellite Task at MediaEval 2017. MediaEval Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Andreas Dengel, Damian Borth
2017	—	`conf`	Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks. UbiComp/ISWC Adjunct Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise, Andreas Dengel
2017	—	`conf`	Training LSTM-RNN with Imperfect Transcription: Limitations and Outcomes. HIP@ICDAR Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
2017	—	`conf`	Where is that Button Again?! - Towards a Universal GUI Search Engine. ICAART (2) Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel
2017	—	`conf`	Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?. ICAART (2) Marco Stricker, Syed Saqib Bukhari, Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Damian Borth, Andreas Dengel
2017	A	`conf`	anyOCR: An Open-Source OCR System for Historical Archives. ICDAR Syed Saqib Bukhari, Ahmad Kadi, Mohammad Ayman Jouneh, Fahim Mahmood Mir, Andreas Dengel
2016	J	`jnl`	A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki
2016	J	`jnl`	A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. CoRR Sebastian Baumbach, Frank Wittich, Florian Sachs, Sheraz Ahmed, Andreas Dengel
2016	B	`conf`	A Tesseract-based OCR framework for historical documents lacking ground-truth text. ICIP Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
2016	—	`conf`	A study on representational competence in physics using mobile eye tracking systems. MobileHCI Adjunct Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Mohammad Al-Naser, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel
2016	B	`conf`	An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. EKAW Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
2016	J	`jnl`	An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs: Finding Patterns for Human Associations in DBpedia. CoRR Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
2016	—	`conf`	An eye movement study on scientific papers using wearable eye tracking technology. ICMU Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Shanley E. M. Alleny, Andreas Dengel
2016	J	`jnl`	AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. CoRR Sebastian Säger, Damian Borth, Benjamin Elizalde, Christian Schulze, Bhiksha Raj, Ian R. Lane, Andreas Dengel
2016	C	`conf`	Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. ICCBR Viktor Ayzenshtadt, Christoph Langenhan, Johannes Roith, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel
2016	A*	`conf`	Contextual Enrichment of Remote-Sensed Events with Social Media Streams. ACM Multimedia Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel
2016	—	`conf`	Digital Co-Creation and Augmented Learning. KMO Andreas Dengel
2016	—	`conf`	Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
2016	—	`conf`	Entropy based transition analysis of eye movement on physics representational competence. UbiComp Adjunct Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel
2016	—	`conf`	Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel
2016	A*	`conf`	Generating Affective Captions using Concept And Syntax Transition Networks. ACM Multimedia Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel
2016	B	`conf`	High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel
2016	—	`conf`	Human Activity Recognition - Using Sensor Data of Smartphones and Smartwatches. ICAART (2) Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher
2016	B	`conf`	Introducing Concept And Syntax Transition Networks for Image Captioning. ICMR Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel
2016	B	`conf`	KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel
2016	—	`conf`	Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study. MobileHCI Adjunct Mohammad Al-Naser, Peter Lanzer, Andreas Dengel, Syed Saqib Bukhari, Seyyed Saleh Mozaffari Chanijani
2016	—	`conf`	Managed forgetting, data condensation & preservation in application. UbiComp Adjunct Christian Jilek, Sven Schwarz, Heiko Maus, Andreas Dengel
2016	B	`conf`	OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. DAS Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel
2016	—	`conf`	Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs. LWDA Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel, Ada Mikyas
2016	—	`conf`	Preference based Filtering and Recommendations for Running Routes. WEBIST (2) Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel
2016	—	`conf`	Reading interventions: tracking reading state and designing interventions. UbiComp Adjunct Shoya Ishimaru, Tilman Dingler, Kai Kunze, Koichi Kise, Andreas Dengel
2016	—	`conf`	Seed, an End-User Text Composition Tool for the Semantic Web. ISWC (1) Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel
2016	—	`conf`	Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki
2016	J	`jnl`	TSSort: Probabilistic Noise Resistant Sorting. CoRR Jörn Hees, Benjamin Adrian, Ralf Biedert, Thomas Roth-Berghofer, Andreas Dengel
2016	—	`conf`	The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses. UbiComp Adjunct Shoya Ishimaru, Kai Kunze, Koichi Kise, Andreas Dengel
2016	—	`conf`	Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. ICAART (1) Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel
2016	—	`conf`	Top-k Shortest Paths in Directed Labeled Multigraphs. SemWebEval@ESWC Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel
2016	—	`conf`	Towards an intelligent textbook: eye gaze based attention extraction on materials for learning and instruction in physics. UbiComp Adjunct Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Jochen Kuhn, Andreas Dengel
2016	—	`conf`	Using smartphones for prototyping semantic sensor analysis systems. SBD@SIGMOD Hassan Issa, Ludger van Elst, Andreas Dengel
2016	—	`conf`	WAHM 2016: 3rd workshop on ubiquitous technologies for augmenting the human mind. UbiComp Adjunct Tilman Dingler, Kai Kunze, Evangelos Niforatos, Cathal Gurrin, Ioannis Giannopoulos, Andreas Dengel, Koichi Kise
2016	B	`conf`	What You See is What You Get? Automatic Image Verification for Online News Content. DAS Sarah Elkasrawi, Andreas Dengel, Ahmed Abdelsamad, Syed Saqib Bukhari
2016	—	`conf`	Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. MMCommons @ ACM Multimedia Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze
2016	B	`conf`	anyOCR: A sequence learning based OCR system for unlabeled historical documents. ICPR Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
2015	B	`conf`	Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space. Intelligent Environments (Workshops) Jochen Kuhn, Alexander Nussbaumer, Johanna Pirker, Dimosthenis Karatzas, Alain Pagani, Owen Conlan, Martin Memmel, Christina M. Steiner, Christian Gütl, Dietrich Albert, Andreas Dengel
2015	—	`conf`	Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning. ASM@ACM Multimedia Joachim Folz, Christian Schulze, Damian Borth, Andreas Dengel
2015	—	`conf`	Analysis of text layout quality using wearable eye trackers. ICME Workshops Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Andreas Dengel
2015	J	`jnl`	DeXpression: Deep Convolutional Neural Network for Expression Recognition. CoRR Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki
2015	A	`conf`	Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Diary generation from personal information models to support contextual remembering and reminiscence. ICME Workshops Christian Jilek, Heiko Maus, Sven Schwarz, Andreas Dengel
2015	—	`conf`	Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	Extraction of read text using a wearable eye tracker for automatic video annotation. UbiComp/ISWC Adjunct Mizuki Matsubara, Joachim Folz, Takumi Toyama, Marcus Liwicki, Andreas Dengel, Koichi Kise
2015	—	`conf`	Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation. GREC Johannes Bayer, Syed Saqib Bukhari, Christoph Langenhan, Marcus Liwicki, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel
2015	Misc	`conf`	Quantifying reading habits: counting how many words you read. UbiComp Kai Kunze, Katsutoshi Masai, Masahiko Inami, Ömer Sacakli, Marcus Liwicki, Andreas Dengel, Shoya Ishimaru, Koichi Kise
2015	—	`conf`	Real-time Analysis and Visualization of the YFCC100m Dataset. MMCommons@ACM Multimedia Sebastian Kalkowski, Christian Schulze, Andreas Dengel, Damian Borth
2015	A	`conf`	Recognizable units in Pashto language for OCR. ICDAR Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel
2015	—	`conf`	Robust object recognition in wearable eye tracking system. ACPR Mustafa Shdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel
2015	—	`conf`	Seed, a Natural Language Interface to Knowledge Bases. HCI (4) Bahaa Eldesouky, Heiko Maus, Sven Schwarz, Andreas Dengel
2015	J	`jnl`	Sentiment analysis of texts by capturing underlying sentiment patterns. Web Intell. Seyed Ali Bahrainian, Andreas Dengel
2015	A	`conf`	Supporting early contextualization of textual content in digital documents on the Web. ICDAR Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel
2015	J	`jnl`	Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
2015	—	`conf`	User-sentiment based Evaluation for Market Fitness Trackers - Evaluation of Fitbit One, Jawbone Up and Nike+ Fuelband based on Amazon.com Customer Reviews. ICT4AgeingWell Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel
2015	A	`conf`	Visual appearance based document classification methods: Performance evaluation and benchmarking. ICDAR Syed Saqib Bukhari, Andreas Dengel
2015	—	`conf`	What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis. ASM@ACM Multimedia Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
2014	A	`conf`	A mixed reality head-mounted text translation system using eye gaze input. IUI Takumi Toyama, Daniel Sonntag, Andreas Dengel, Takahiro Matsuda, Masakazu Iwamura, Koichi Kise
2014	—	`conf`	An Aggressive Feature Selection Technique for Rule-based Text Categorization. ICAART (1) Salma Tayel, Stefan Agne, Andreas Dengel, Slim Abdennadher
2014	J	`jnl`	Analysis and Forecasting of Trending Topics in Online Media Streams. CoRR Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel
2014	—	`ch.`	Analysis of the Logical Layout of Documents. Handbook of Document Image Processing and Recognition Andreas Dengel, Faisal Shafait
2014	—	`conf`	Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. PAKDD Workshops Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel
2014	B	`conf`	Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support. ICMR Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel
2014	B	`conf`	Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida, Volkmar Frinken
2014	J	`jnl`	Automatic analysis and sketch-based retrieval of architectural floor plans. Pattern Recognit. Lett. Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan, Andreas Dengel, Frank Petzold
2014	J	`jnl`	Automatic classifier selection for non-experts. Pattern Anal. Appl. Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel
2014	J	`jnl`	Bridging the gap between handwriting recognition and knowledge management. Pattern Recognit. Lett. Marcus Liwicki, Sebastian Ebert, Andreas Dengel
2014	—	`conf`	Daily activity recognition combining gaze motion and visual features. UbiComp Adjunct Yuki Shiga, Andreas Dengel, Takumi Toyama, Koichi Kise, Yuzuko Utsumi
2014	—	`conf`	Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon. WI-IAT (2) Seyed Ali Bahrainian, Marcus Liwicki, Andreas Dengel
2014	—	`conf`	In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass. AH Shoya Ishimaru, Kai Kunze, Koichi Kise, Jens Weppner, Andreas Dengel, Paul Lukowicz, Andreas Bulling
2014	J	`jnl`	Intuitive justifications of medical semantic search results. Eng. Appl. Artif. Intell. Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel
2013	—	`conf`	A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections. CGC Fernanda S. Pimenta, Darko Obradovic, Andreas Dengel
2013	A	`conf`	A Generic Method for Stamp Segmentation Using Part-Based Features. ICDAR Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel
2013	J	`jnl`	A social network analysis and mining methodology for the monitoring of specific domains in the blogosphere. Soc. Netw. Anal. Min. Darko Obradovic, Stephan Baumann, Andreas Dengel
2013	A*	`conf`	Analysis and forecasting of trending topics in online media streams. ACM Multimedia Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel
2013	A	`conf`	Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. ICDAR Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel
2013	B	`conf`	Collecting Links between Entities Ranked by Human Association Strengths. ESWC Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel
2013	A	`conf`	Continuous Partial-Order Planning for Multichannel Document Analysis: A Process-Driven Approach. ICDAR Kristin Stamm, Marcus Liwicki, Andreas Dengel
2013	A	`conf`	Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection. ICDAR Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel
2013	—	`conf`	Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies. ICAART (2) Kristin Stamm, Andreas Dengel
2013	A	`conf`	FREAK for Real Time Forensic Signature Verification. ICDAR Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2013	—	`ch.`	Gazing the Text for Fun and Profit. Eye Gaze in Intelligent User Interfaces Ralf Biedert, Georg Buscher, Andreas Dengel
2013	J	`jnl`	Graph-based retrieval of building information models for supporting the early design stages. Adv. Eng. Informatics Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel
2013	—	`conf`	Improved Contour-Based Corner Detection for Architectural Floor Plans. GREC Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2013	—	`conf`	Local Features for Forensic Signature Verification. ICIAP Workshops Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	—	`conf`	Mapping Multichannel Documents to Attentive Tasks: Ensuring Information Gain and Detecting Failure. ICAART (Revised Selected Papers) Kristin Stamm, Andreas Dengel
2013	A	`conf`	Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification. ICDAR Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2013	C	`conf`	Predicting Classifier Combinations. ICPRAM Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel
2013	—	`conf`	Sentiment Analysis Using Sentiment Features. Web Intelligence/IAT Workshops Seyed Ali Bahrainian, Andreas Dengel
2013	—	`conf`	Sentiment Analysis and Summarization of Twitter Data. CSE Seyed Ali Bahrainian, Andreas Dengel
2013	J	`jnl`	Special Issue on Artificial Intelligence in Agriculture. Künstliche Intell. Andreas Dengel
2013	J	`jnl`	The Role of Linked Data in Agriculture - Interview with Johannes Keizer, Information Systems Officer at the Food and Agriculture Organization of the United Nations. Künstliche Intell. Andreas Dengel
2013	A*	`conf`	User attention oriented augmented reality on documents with document dependent dynamic overlay. ISMAR Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise
2013	A	`conf`	Wearable Reading Assist System: Augmented Reality Document Combining Document Retrieval and Eye Tracking. ICDAR Takumi Toyama, Andreas Dengel, Wakana Suzuki, Koichi Kise
2012	B	`conf`	A Signature Verification Framework for Digital Pen Applications. Document Analysis Systems Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki
2012	B	`conf`	A robust realtime reading-skimming classifier. ETRA Ralf Biedert, Jörn Hees, Andreas Dengel, Georg Buscher
2012	B	`conf`	Attentive Tasks: Process-Driven Document Analysis for Multichannel Documents. Document Analysis Systems Kristin Stamm, Andreas Dengel
2012	J	`jnl`	Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond. ACM Trans. Interact. Intell. Syst. Georg Buscher, Andreas Dengel, Ralf Biedert, Ludger van Elst
2012	B	`conf`	Automatic Room Detection and Room Labeling from Architectural Floor Plans. Document Analysis Systems Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2012	—	`ch.`	BetterRelations: Collecting Association Strengths for Linked Data Triples with a Game. SeCO Book Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel
2012	B	`conf`	Extraction of Text Touching Graphics Using SURF. Document Analysis Systems Sheraz Ahmed, Marcus Liwicki, Andreas Dengel
2012	J	`jnl`	Faster subgraph isomorphism detection by well-founded total order indexing. Pattern Recognit. Lett. Markus Weber, Marcus Liwicki, Andreas Dengel
2012	B	`conf`	Gaze guided object recognition using a head-mounted eye tracker. ETRA Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel
2012	B	`conf`	How Salient is Scene Text? Document Analysis Systems Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida
2012	B	`conf`	Koios++: A Query-Answering System for Handwritten Input. Document Analysis Systems Marcus Liwicki, Björn Forcher, Philipp Jaeger, Andreas Dengel
2012	B	`conf`	Local Feature Based Online Mode Detection with Recurrent Neural Networks. ICFHR Sebastian Otte, Dirk Krechel, Marcus Liwicki, Andreas Dengel
2012	J	`jnl`	Meta-learning for evolutionary parameter optimization of classifiers. Mach. Learn. Matthias Reif, Faisal Shafait, Andreas Dengel
2012	B	`conf`	Reading and estimating gaze on smart phones. ETRA Ralf Biedert, Andreas Dengel, Georg Buscher, Arman Vartan
2012	B	`conf`	Recognizing Words in Scenes with a Head-Mounted Eye-Tracker. Document Analysis Systems Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Masakazu Iwamura, Koichi Kise, Andreas Dengel
2012	B	`conf`	Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction. Document Analysis Systems Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel
2012	B	`conf`	Searching attentive tasks with document analysis evidences and Dempster-Shafer theory. ICPR Kristin Stamm, Andreas Dengel
2012	J	`jnl`	Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit. Int. J. Pattern Recognit. Artif. Intell. Andreas Dengel, Marcus Liwicki
2012	B	`conf`	Signature Segmentation from Document Images. ICFHR Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2012	B	`conf`	Towards Understandable Explanations for Document Analysis Systems. Document Analysis Systems Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer
2012	B	`conf`	Towards robust gaze-based objective quality measures for text. ETRA Ralf Biedert, Andreas Dengel, Mostafa Elshamy, Georg Buscher
2012	B	`conf`	Universal eye-tracking based text cursor warping. ETRA Ralf Biedert, Andreas Dengel, Christoph Käding
2011	—	`conf`	An Intelligent Shopping List - Combining Digital Paper with Product Ontologies. KES (4) Marcus Liwicki, Sandra Thieme, Gerrit Kahl, Andreas Dengel
2011	—	`conf`	Balanced Clustering for Content-based Image Browsing. Informatiktage Tim Althoff, Adrian Ulges, Andreas Dengel
2011	A	`conf`	Bayesian Approach to Photo Time-Stamp Recognition. ICDAR Asif Shahab, Faisal Shafait, Andreas Dengel
2011	Misc	`conf`	BetterRelations: Using a Game to Rate Linked Data Triples. KI Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel
2011	—	`conf`	Core/periphery structure versus clustering in international weblogs. CASoN Darko Obradovic, Christoph Rueger, Andreas Dengel
2011	—	`conf`	Evaluation of Local and Global Features for Offline Signature Verification. AFHA Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel
2011	C	`conf`	Fast Subgraph Isomorphism Detection for Graph-Based Retrieval. ICCBR Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold
2011	—	`conf`	From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes. KES (4) Marcus Liwicki, Sebastian Ebert, Andreas Dengel
2011	—	`conf`	Generic and Specific Object Recognition for Semantic Retrieval of Images. KES (1) Martin Klinkigt, Koichi Kise, Andreas Dengel
2011	A	`conf`	ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images. ICDAR Asif Shahab, Faisal Shafait, Andreas Dengel
2011	A	`conf`	Improved Automatic Analysis of Architectural Floor Plans. ICDAR Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel
2011	—	`conf`	Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection. GbRPR Markus Weber, Marcus Liwicki, Andreas Dengel
2011	—	`ed.`	Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I KES (1) Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain
2011	—	`ed.`	Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part III KES (3) Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain
2011	—	`ed.`	Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part IV KES (4) Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain
2011	—	`ed.`	Knowlege-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part II KES (2) Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain
2011	J	`jnl`	Künstliche Intelligenz in Anwendungen. Künstliche Intell. Andreas Dengel
2011	J	`jnl`	Linked Open Data Perspectives: Incorporating Linked Open Data into Information Extraction on the Web. it Inf. Technol. Benjamin Adrian, Andreas Dengel
2011	A	`conf`	MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-touch Interfaces. ICDAR Markus Weber, Marcus Liwicki, Yannik T. H. Schelske, Christopher Schoelzel, Florian Strauß, Andreas Dengel
2011	—	`conf`	Mining shared social media links to support clustering of blog articles. CASoN Darko Obradovic, Fernanda S. Pimenta, Andreas Dengel
2011	Misc	`conf`	Prediction of Classifier Training Time Including Parameter Optimization. KI Matthias Reif, Faisal Shafait, Andreas Dengel
2011	A	`conf`	Semantic Logging: Towards Explanation-Aware DAS. ICDAR Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer
2011	—	`conf`	Semantic Retrieval of Images by Learning from Wikipedia. KES (4) Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel
2011	A	`conf`	Text/Graphics Segmentation in Architectural Floor Plans. ICDAR Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel
2011	—	`conf`	Topic-Based Recommendations for Enterprise 2.0 Resource Sharing Platforms. KES (1) Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel
2011	—	`conf`	Touch & Write: Penabled Collaborative Intelligence. KTW Andreas Dengel, Marcus Liwicki, Markus Weber
2011	—	`conf`	Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles. Semantic Audio Rafael Schirru, Stephan Baumann, Christian Freye, Andreas Dengel
2010	B	`conf`	A Social Network Analysis and Mining Methodology for the Monitoring of Specific Domains in the Blogosphere. ASONAM Darko Obradovic, Stephan Baumann, Andreas Dengel
2010	B	`conf`	An open approach towards the benchmarking of table structure recognition systems. Document Analysis Systems Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel
2010	—	`conf`	Automatic Sentiment Monitoring of Specific Topics in the Blogosphere. NyNaK Fernanda S. Pimenta, Darko Obradovic, Rafael Schirru, Stephan Baumann, Andreas Dengel
2010	—	`conf`	Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. KDIR Manuel Möller, Patrick Ernst, Andreas Dengel, Daniel Sonntag
2010	—	`conf`	CONTASK: Context-Sensitive Task Assistance in the Semantic Desktop. ICEIS Heiko Maus, Sven Schwarz, Jan Haas, Andreas Dengel
2010	C	`conf`	Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR. ICCBR Thomas Roth-Berghofer, Benjamin Adrian, Andreas Dengel
2010	—	`conf`	Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas. KES (1) Manuel Möller, Patrick Ernst, Michael Sintek, Sascha Seifert, Gunnar Aastrand Grimnes, Alexander Cavallaro, Andreas Dengel
2010	—	`conf`	ConTask - Using Context-sensitive Assistance to Improve Task-oriented Knowledge Work. ICEIS (2) Jan Haas, Heiko Maus, Sven Schwarz, Andreas Dengel
2010	B	`conf`	Constructing Understandable Explanations for Semantic Search Results. EKAW Björn Forcher, Thomas Roth-Berghofer, Michael Sintek, Andreas Dengel
2010	B	`conf`	Crumblr: Aggregation and Sharing of Spatial Content in Mobile Environments. ASONAM Dragan Sunjka, Darko Obradovic, Andreas Dengel
2010	B	`conf`	Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data. EKAW Benjamin Adrian, Jörn Hees, Ivan Herman, Michael Sintek, Andreas Dengel
2010	—	`conf`	Explanation-Aware Software Design of the Semantic Search Engine KOIOS. ExaCt Björn Forcher, Thomas Roth-Berghofer, Michael Sintek, Andreas Dengel
2010	J	`jnl`	Extraction of Contextualized User Interest Profiles in Social Sharing Platforms. J. Univers. Comput. Sci. Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel
2010	—	`conf`	Eye tracking analysis of preferred reading regions on the screen. CHI Extended Abstracts Georg Buscher, Ralf Biedert, Daniel Heinesch, Andreas Dengel
2010	B	`conf`	Handwriting Reconstruction for a Camera Pen Using Random Dot Patterns. ICFHR Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel
2010	—	`conf`	Implementation of an Intelligent Product Recommender System in an e-Store. AMT Seyed Ali Bahrainian, Seyed Mohammad Bahrainian, Meytham Salarinasab, Andreas Dengel
2010	B	`conf`	Improving handwriting recognition by the use of semantic information. Document Analysis Systems Marcus Liwicki, Hassan Mohamed Abou Eisha, Andreas Dengel
2010	—	`conf`	Linked Data Games: Simulating Human Association with Linked Data. LWA Jörn Hees, Thomas Roth-Berghofer, Andreas Dengel
2010	B	`conf`	Ontology-Based Information Extraction from Handwritten Documents. ICFHR Sebastian Ebert, Marcus Liwicki, Andreas Dengel
2010	C	`conf`	Representing the International Classification of Diseases Version 10 in OWL. KEOD Manuel Möller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag
2010	—	`conf`	Text 2.0. CHI Extended Abstracts Ralf Biedert, Georg Buscher, Sven Schwarz, Jörn Hees, Andreas Dengel
2010	—	`conf`	The aware toolbox for the detection of law infringements on web pages. DRR Asif Shahab, Thomas Kieninger, Andreas Dengel
2010	J	`jnl`	The eyeBook - Using Eye Tracking to Enhance the Reading Experience. Inform. Spektrum Ralf Biedert, Georg Buscher, Andreas Dengel
2010	B	`conf`	Touch & Write: a multi-touch table with pen-input. Document Analysis Systems Marcus Liwicki, Oleg Rostanin, Saher Mohamed El-Neklawy, Andreas Dengel
2010	B	`conf`	a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans. ICFHR Markus Weber, Marcus Liwicki, Andreas Dengel
2010	C	`conf`	a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval. ICCBR Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold
2009	—	`conf`	A Paper-based Technology for Personal Knowledge Management. Wissensmanagement Kinga Schumacher, Marcus Liwicki, Andreas Dengel
2009	Misc	`conf`	Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations. KI Marcus Liwicki, Markus Weber, Andreas Dengel
2009	Misc	`conf`	Context-Aware Service Discovery Using Case-Based Reasoning Methods. KI Markus Weber, Thomas Roth-Berghofer, Volker Hudlet, Heiko Maus, Andreas Dengel
2009	—	`conf`	Explaining Ontology-Based Information Extraction in the NEPOMUK Semantic Desktop. ExaCt Benjamin Adrian, Björn Forcher, Thomas Roth-Berghofer, Andreas Dengel
2009	C	`conf`	Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop. IC3K Andreas Dengel, Benjamin Adrian
2009	A*	`conf`	Segment-level display time as implicit feedback: a comparison to eye tracking. SIGIR Georg Buscher, Ludger van Elst, Andreas Dengel
2009	A	`conf`	Seizing the Treasure: Transferring Knowledge in Invoice Analysis. ICDAR Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel
2009	—	`conf`	The Semantic Desktop as a Means for Personal Information Management. KDIR Andreas Dengel
2009	—	`conf`	Towards Ontology-based Information Extraction and Annotation of Paper Documents for Personalized Knowledge Acquisition. Wissensmanagement Benjamin Adrian, Heiko Maus, Malte Kiesel, Andreas Dengel
2009	—	`conf`	Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop. I-SEMANTICS Benjamin Adrian, Martin Klinkigt, Heiko Maus, Andreas Dengel
2009	Misc	`conf`	iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text. KI Benjamin Adrian, Jörn Hees, Ludger van Elst, Andreas Dengel
2008	Misc	`conf`	A Recognition Interface for Bridging the Semantic Desktop and the Physical World. KI Hiroshi Miyake, Koichi Kise, Andreas Dengel
2008	B	`conf`	Attention-Based Document Classifier Learning. Document Analysis Systems Georg Buscher, Andreas Dengel
2008	Misc	`conf`	Believing Finite-State Cascades in Knowledge-Based Information Extraction. KI Benjamin Adrian, Andreas Dengel
2008	B	`conf`	Contextualized Knowledge Acquisition in a Personal Semantic Wiki. EKAW Ludger van Elst, Malte Kiesel, Sven Schwarz, Georg Buscher, Andreas Lauer, Andreas Dengel
2008	—	`conf`	Eye movements as implicit relevance feedback. CHI Extended Abstracts Georg Buscher, Andreas Dengel, Ludger van Elst
2008	—	`conf`	Generating and using gaze-based document annotations. CHI Extended Abstracts Georg Buscher, Andreas Dengel, Ludger van Elst, Florian Mittag
2008	B	`conf`	IVIP - A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production. SSDBM Christopher J. Tuot, Michael Sintek, Andreas Dengel
2008	J	`jnl`	KI / MATES 2008. Künstliche Intell. Andreas Dengel
2008	Misc	`ed.`	KI 2008: Advances in Artificial Intelligence, 31st Annual German Conference on AI, KI 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings KI Andreas Dengel, Karsten Berns, Thomas M. Breuel, Frank Bomarius, Thomas Roth-Berghofer
2008	A	`conf`	Managing a document-based information space. IUI Matthias Deller, Stefan Agne, Achim Ebert, Andreas Dengel, Hans Hagen, Bertin Klein, Michael Bender, Tony Bernardin, Bernd Hamann
2008	A*	`conf`	Query expansion using gaze-based feedback on the subdocument level. SIGIR Georg Buscher, Andreas Dengel, Ludger van Elst
2008	B	`conf`	The HCI Paradigm of HyperPrinting. Document Analysis Systems Thomas Kieninger, Andreas Dengel
2008	B	`conf`	Visualizing personal trend on gnowsis Semantic Desktop. SMC Shingo Kubo, Hiroshi Tsuji, Heiko Maus, Andreas Dengel
2008	—	`conf`	What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web? AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering Randy Goebel, Sandra Zilles, Christoph Ringlstetter, Andreas Dengel, Gunnar Aastrand Grimnes
2007	A	`conf`	Learning of Pattern-Based Rules for Document Classification. ICDAR Andreas Dengel
2007	—	`conf`	Sharing CAM to Support Personalized Information Retrieval. CAMA Martin Memmel, Andreas Dengel
2006	—	`conf`	DynaQ - Dynamic Queries for Electronic Document Management. EDOC Workshops Stefan Agne, Christian Reuschling, Andreas Dengel
2006	—	`conf`	Human-centered interaction with documents. HCM@MM Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller
2006	—	`conf`	Increasing Search Quality with the Semantic Desktop in Proposal Development. PAKM Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel
2006	B	`conf`	On Benchmarking of Invoice Analysis Systems. Document Analysis Systems Bertin Klein, Stefan Agne, Andreas Dengel
2006	—	`conf`	Personalized document retrieval in multi-party environments with the Semantic Desktop. EDOC Workshops Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel
2006	Misc	`conf`	Semantic Desktop 2.0: The Gnowsis Experience. ISWC Leo Sauermann, Gunnar Aastrand Grimnes, Malte Kiesel, Christiaan Fluit, Heiko Maus, Dominik Heim, Danish Nadeem, Benjamin Horak, Andreas Dengel
2006	A	`conf`	Task-based process know-how reuse and proactive information delivery in TaskNavigator. CIKM Harald Holz, Oleg Rostanin, Andreas Dengel, Takeshi Suzuki, Kaoru Maeda, Katsumi Kanasaki
2005	A	`conf`	An Approach towards Benchmarking of Table Structure Recognition Results. ICDAR Thomas Kieninger, Andreas Dengel
2005	—	`conf`	Overview and Outlook on the Semantic Desktop. Semantic Desktop Workshop Leo Sauermann, Ansgar Bernardi, Andreas Dengel
2005	—	`ed.`	Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers Wissensmanagement (LNCS Volume) Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer
2005	—	`ed.`	WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management - Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany Wissensmanagement Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer
2004	B	`ed.`	Document Analysis Systems VI, 6th International Workshop, DAS 2004, Florence, Italy, September 8-10, 2004, Proceedings Document Analysis Systems Simone Marinai, Andreas Dengel
2004	J	`jnl`	FRODO: Ein Agentenframework für verteilte Unternehmensgedächtnisse. Künstliche Intell. Ansgar Bernardi, Andreas Dengel, Ludger van Elst, Andreas Lauer, Heiko Maus, Sven Schwarz
2004	—	`conf`	Passage Retrieval Based on Density Distributions of Terms and Its Applications to Document Retrieval and Question Answering. Reading and Learning Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto
2004	—	`ed.`	Reading and Learning, Adaptive Content Recognition Reading and Learning Andreas Dengel, Markus Junker, Anette Weisbecker
2004	B	`conf`	Results of a Study on Invoice-Reading Systems in Germany. Document Analysis Systems Bertin Klein, Stefan Agne, Andreas Dengel
2004	—	`conf`	smartFIX: An Adaptive System for Document Analysis and Understanding. Reading and Learning Bertin Klein, Andreas Dengel, Andreas Fordan
2003	A	`conf`	Evaluating SEE - A Benchmarking System for Document Page Segmentation. ICDAR Stefan Agne, Andreas Dengel, Bertin Klein
2003	J	`jnl`	Problem-adaptable document analysis and understanding for high-volume applications. Int. J. Document Anal. Recognit. Bertin Klein, Andreas Dengel
2003	—	`ch.`	Towards Collaborative Information Retrieval: Three Approaches. Text Mining Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel
2002	—	`conf`	Collaborative Learning of Term-Based Concepts for Automatic Query Expansion. ECML Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel
2002	—	`conf`	Combining Ontologies and Document Retrieval Techniques: A Case Study for an E-Learning Scenario. DEXA Workshops Stephan Baumann, Andreas Dengel, Markus Junker, Thomas Kieninger
2002	B	`conf`	Improving Document Retrieval by Automatic Query Expansion Using Collaborative Learning of Term-Based Concepts. Document Analysis Systems Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel
2002	J	`jnl`	Konzepte zur Gestaltung von Unternehmensgedächtnissen. Künstliche Intell. Andreas Dengel, Andreas Abecker, Ansgar Bernardi, Ludger van Elst, Heiko Maus, Sven Schwarz, Michael Sintek
2002	—	`conf`	Query Expansion for Web Information Retrieval. GI Jahrestagung Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel
2002	J	`jnl`	Text-Mining in Adaptive Read. Künstliche Intell. Stefan Agne, Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel, Christoph Altenhofen, Jürgen Franke, Ingrid Renz, Bertin Klein
2002	B	`conf`	smartFIX: A Requirements-Driven System for Document Analysis and Understanding. Document Analysis Systems Andreas Dengel, Bertin Klein
2001	A	`conf`	Applying the T-Recs Table Recognition System to the Business Letter Domain. ICDAR Thomas Kieninger, Andreas Dengel
2001	J	`jnl`	Editorial. Int. J. Document Anal. Recognit. Andreas Dengel, Markus Junker
2001	A	`conf`	Experimental Evaluation of Passage-Based Document Retrieval. ICDAR Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto
2001	J	`jnl`	Guest Editorial. Int. J. Document Anal. Recognit. Andreas Dengel, Markus Junker
2001	B	`conf`	Passage-Based Document Retrieval as a Tool for Text Mining with User's Information Needs. Discovery Science Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto
2001	—	`conf`	Preventing Overfitting in Learning Text Patterns for Document Categorization. ICAPR Markus Junker, Andreas Dengel
2001	A	`conf`	Three Approaches to "Industrial" Table Spotting. ICDAR Bertin Klein, Serdar Gökkus, Thomas Kieninger, Andreas Dengel
1999	A	`conf`	On the Evaluation of Document Analysis Components by Recall, Precision, and Accuracy. ICDAR Markus Junker, Andreas Dengel, Rainer Hoch
1999	A	`conf`	Quality Evaluation of Document Segmentation Results. ICDAR Michael Thulke, Volker Märgner, Andreas Dengel
1998	B	`conf`	A General Approach to Quality Evaluation of Document Segmentation Results. Document Analysis Systems Michael Thulke, Volker Märgner, Andreas Dengel
1998	B	`conf`	Text-Line Extraction as Selection of Paths in the Neighbor Graph. Document Analysis Systems Koichi Kise, Motoi Iwata, Andreas Dengel, Keinosuke Matsumoto
1998	B	`conf`	The T-Recs Table Recognition and Analysis System. Document Analysis Systems Thomas Kieninger, Andreas Dengel
1997	A	`conf`	Message Extraction from Printed Documents - A Complete Solution. ICDAR Stephan Baumann, Majdi Ben Hadj Ali, Andreas Dengel, Thorsten Jäger, Michael Malburg, Achim Weigel, Claudia Wenzel
1997	—	`conf`	Real Time Object Detection, Tracking and Classification in Monocular Image Sequences of Road Traffic Scenes. ICIP (2) Majdi Ben Hadj Ali, Markus Ebbecke, Andreas Dengel
1997	—	`conf`	Selecting distinctive attributes for concept learning. KES (1) Andreas Dengel, Frank Dubiel
1996	J	`jnl`	Computer understanding of document structure. Int. J. Imaging Syst. Technol. Andreas Dengel, Frank Dubiel
1996	B	`conf`	Document Analysis and Learning: das'96 Working Group Report. DAS Dar-Shyang Lee, Andreas Dengel
1995	A	`conf`	Clustering and classification of document structure-a machine learning approach. ICDAR Andreas Dengel, Frank Dubiel
1995	J	`jnl`	OfficeMAID - ein System zur Analyse, Interpretation und Verteilung von gedruckter Geschäftspost. Künstliche Intell. Andreas Dengel, Rainer Hoch, Michael Malburg
1995	A	`conf`	Post-processing of OCR results for automatic indexing. ICDAR Lars Wiedenhifer, Hans-Günther Hein, Andreas Dengel
1995	J	`jnl`	Syntactic Analysis and Representation of Spatial Structures by Puzzletrees. Int. J. Pattern Recognit. Artif. Intell. Andreas Dengel
1993	J	`jnl`	A Comparison on Neural Net Simulators. IEEE Expert Ottmar Lutzy, Andreas Dengel
1993	A	`conf`	Initial learning of document structure. ICDAR Andreas Dengel
1993	A	`conf`	The role of document analysis and understanding in multi-media information systems. ICDAR Andreas Dengel
1992	—	`conf`	Fragmentary string matching by selective access to hybrid tries. ICPR (2) Andreas Dengel, Adolf Pleyer, Rainer Hoch
1992	J	`jnl`	From Paper to Office Document Standard Representation. Computer Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Fein, Frank Hönes
1991	J	`jnl`	International Workshop on "Syntactic & Structural Pattern Recognition". Künstliche Intell. Thomas Bayer, Andreas Dengel
1990	—	`conf`	An approach to integrated office document processing and management. COCS Nelson Mendonça Mattos, Bernhard Mitschang, Andreas Dengel, Rainer Bleisinger
1990	—	`conf`	Ein kontext-restriktiver Ansatz zur Texterkennung. DAGM-Symposium Frank Hönes, Andreas Dengel
1989	A*	`conf`	ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis. IJCAI Andreas Dengel, Gerhard Barth
1989	—	`—`	Automatische visuelle Klassifikation von Dokumenten. Andreas Dengel
1989	—	`conf`	Rotationswinkelbestimmung in abgetasteten Dokumentbildern. DAGM-Symposium Andreas Dengel, Eberhard Schweizer
1988	—	`conf`	Document Description and Analysis by Cuts. RIAO Andreas Dengel, Gerhard Barth
1988	J	`jnl`	High Level Document Analysis Guided by Geometric Aspects. Int. J. Pattern Recognit. Artif. Intell. Andreas Dengel, Gerhard Barth
1988	—	`conf`	Modellgestützte Segmentierung und Hypothesengenerierung für die Analyse von Papierdokumenten. DAGM-Symposium Achim Luhn, Andreas Dengel
1987	—	`conf`	Ein Ansatz zur Modellierung und Analyse von Dokumenten durch ein Zerschneidungsverfahren für das Layout. GI Jahrestagung Andreas Dengel, Gerhard Barth, Achim Luhn, Birgit Ueberreiter