Daniel Sonntag

279 papers A* 15A 12B 25C 11Misc 19Journal 97Unranked 90

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Aligning Instruction-Tuned LLMs for Event Extraction with Multi-objective Reinforcement Learning. ECIR (2) Omar Adjali, Siting Liang, Omair Shahzad Bhatti, Daniel Sonntag
2026	A*	`conf`	Do You (Dis)agree With Me? Modelling Implicit User Disagreement in Human-AI Interaction Using Gaze Data. CHI Abdulrahman Mohamed Selim, Omair Shahzad Bhatti, Amr Gomaa, Michael Barz, Daniel Sonntag
2026	J	`jnl`	FunduScope: a human-centered, machine learning-based interactive tool for training junior ophthalmologists in diabetic retinopathy detection. Frontiers Big Data Sara-Jane Bittner, Michael Barz, Daniel Sonntag
2026	J	`jnl`	Heads Up!: Towards In Situ Photogrammetry Annotations and Augmented Reality Visualizations for Guided Backcountry Skiing. CoRR Christoph Albert Johns, László Kopácsi, Michael Barz, Daniel Sonntag
2026	A*	`conf`	Reinforce Trustworthiness in Multimodal Emotional Support System. AAAI Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Binh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen
2026	J	`jnl`	StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything Models. CoRR Duy M. H. Nguyen, Tuan A. Tran, Duong Nguyen, Siwei Xie, Trung Q. Nguyen, Mai T. N. Truong, Daniel Palenicek, An T. Le, Michael Barz, TrungTin Nguyen, Tuan Dam, Ngan Le, Minh Vu, Khoa D. Doan, Ngo Anh Vien, Pengtao Xie, James Zou, Daniel Sonntag, Jan Peters, Mathias Niepert
2026	J	`jnl`	The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric. CoRR Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2026	J	`jnl`	The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric. Trans. Mach. Learn. Res. Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2025	—	`conf`	An AI-driven Clinical Decision Support System for the Treatment of Diabetic Retinopathy and Age-related Macular Degeneration. IUI Workshops Robert Andreas Leist, Hans-Jürgen Profitlich, Daniel Sonntag
2025	J	`jnl`	AuditCopilot: Leveraging LLMs for Fraud Detection in Double-Entry Bookkeeping. CoRR Md Abdul Kadir, Sai Suresh Macharla Vasu, Sidharth S. Nair, Daniel Sonntag
2025	—	`conf`	CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models. EICS (Companion) Hasan Md Tusfiqur Alam, Devansh Srivastav, Abdulrahman Mohamed Selim, Md Abdul Kadir, Md Moktadirul Hoque Shuvo, Daniel Sonntag
2025	J	`jnl`	CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models. CoRR Hasan Md Tusfiqur Alam, Devansh Srivastav, Abdulrahman Mohamed Selim, Md Abdul Kadir, Md Moktadirul Hoque Shuvo, Daniel Sonntag
2025	J	`jnl`	Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends. CoRR Duy M. H. Nguyen, Hasan Md Tusfiqur Alam, Binh T. Nguyen, Devansh Srivastav, Hans-Jürgen Profitlich, Ngan Le, Daniel Sonntag
2025	—	`conf`	EcoScape Analyzer: A Tool for Performing Soundscape Analysis With Flexible Pipeline for Biodiversity Assessment. IUI Companion Rida Saghir, Ivan Braga Campos, Thiago S. Gouvêa, Daniel Sonntag
2025	—	`conf`	Eliciting Multimodal Approaches for Machine Learning-Assisted Photobook Creation. INTERACT (2) Sara-Jane Bittner, Michael Barz, Daniel Sonntag
2025	J	`jnl`	Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System. CoRR Devansh Srivastav, Hasan Md Tusfiqur Alam, Afsaneh Asaei, Mahmoud Fazeli, Tanisha Sharma, Daniel Sonntag
2025	—	`conf`	Explainable Biomedical Claim Verification with Large Language Models. IUI Workshops Siting Liang, Daniel Sonntag
2025	J	`jnl`	Explainable Biomedical Claim Verification with Large Language Models. CoRR Siting Liang, Daniel Sonntag
2025	—	`conf`	FunduScope: A Human-centered Tool for ML-assisted e-Learning in Ophthalmology. IUI Companion Sara-Jane Bittner, Michael Barz, Hans-Jürgen Profitlich, Mika P. Nieminen, Daniel Sonntag
2025	—	`conf`	Gaze-Based Menu Navigation in Virtual Reality: A Comparative Study of Layouts and Interaction Techniques. INTERACT (1) László Kopácsi, Albert Klimenko, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2025	J	`jnl`	How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need? CoRR Tuan Anh Tran, Duy M. H. Nguyen, Hoai-Chau Tran, Michael Barz, Khoa D. Doan, Roger Wattenhofer, Ngo Anh Vien, Mathias Niepert, Daniel Sonntag, Paul Swoboda
2025	—	`conf`	InFL-UX: A Toolkit for Web-Based Interactive Federated Learning. EICS (Companion) Tim Maurer, Abdulrahman Mohamed Selim, Hasan Md Tusfiqur Alam, Matthias Eiletz, Michael Barz, Daniel Sonntag
2025	J	`jnl`	InFL-UX: A Toolkit for Web-Based Interactive Federated Learning. CoRR Tim Maurer, Abdulrahman Mohamed Selim, Hasan Md Tusfiqur Alam, Matthias Eiletz, Michael Barz, Daniel Sonntag
2025	—	`conf`	Interactive Multimodal Photobook Co-Creation in Virtual Reality. IUI Companion Sara-Jane Bittner, Robert Andreas Leist, László Kopácsi, Omair Shahzad Bhatti, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2025	Misc	`conf`	Intermediate-Task Transfer Learning for Bioacoustic Data. KI Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2025	J	`jnl`	MGPATH: A Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot Whole Slide Pathology Classification. Trans. Mach. Learn. Res. Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild
2025	J	`jnl`	MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification. CoRR Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild
2025	J	`jnl`	Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling. CoRR Phuc Minh Nguyen, Ngoc-Hieu Nguyen, Duy H. M. Nguyen, Anji Liu, An Mai, Binh T. Nguyen, Daniel Sonntag, Khoa D. Doan
2025	A*	`conf`	On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation. ICML Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho
2025	J	`jnl`	On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation. CoRR Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy M. H. Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho
2025	J	`jnl`	Reinforcing Trustworthiness in Multimodal Emotional Support Systems. CoRR Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Binh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen
2025	J	`jnl`	S-Chain: Structured Visual Chain-of-Thought For Medicine. CoRR Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem Tuong Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen
2025	—	`conf`	Speeding Up Bioacoustic Data Analysis: Fine-Tuning Deep Models with Active Learning for Efficient Wildlife Detection. GoodIT Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2025	—	`conf`	TextVision: A more efficient way to work with research. IUI Workshops Melis Aslan, Maximilian Bosse, Daniel Ehlers, Marlon Hinz, Philipp Olschewski, Jannik Podszun, Elias Scharlach, Leon Selzer, Yukun Wu, Aliki Anagnostopoulou, Daniel Sonntag
2025	—	`conf`	Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG. ECIR (3) Hasan Md Tusfiqur Alam, Devansh Srivastav, Md Abdul Kadir, Daniel Sonntag
2025	A	`conf`	Towards Trustable Intelligent Clinical Decision Support Systems: A User Study with Ophthalmologists. IUI Robert Andreas Leist, Hans-Jürgen Profitlich, Tim Hunsicker, Daniel Sonntag
2025	J	`jnl`	Your Interface, Your Control: Adapting Takeover Requests for Seamless Handover in Semi-Autonomous Vehicles. CoRR Amr Gomaa, Simon Engel, Elena Meiser, Abdulrahman Mohamed Selim, Tobias Jungbluth, Aeneas Leon Sommer, Sarah Kohlmann, Michael Barz, Maurice Rekrut, Michael Feld, Daniel Sonntag, Antonio Krüger
2024	Misc	`conf`	A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract). KI Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024	J	`jnl`	A Reference Architecture of Human Cyber-Physical Systems - Part I: Fundamental Concepts. ACM Trans. Cyber Phys. Syst. Werner Damm, David Hess, Mark Schweda, Janos Sztipanovits, Klaus Bengler, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Maike Schwammberger, Benedikt Austel, Anirudh Unni, Eric M. S. P. Veith
2024	J	`jnl`	A Reference Architecture of Human Cyber-Physical Systems - Part III: Semantic Foundations. ACM Trans. Cyber Phys. Syst. Werner Damm, Martin Fränzle, Alyssa J. Kerscher, Forrest Laine, Klaus Bengler, Bianca Biebl, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Sebastian Lehnhoff, Andreas Lüdtke, Alexander Pretschner, Astrid Rakow, Jochem W. Rieger, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Alexander Trende, Anirudh Unni, Eric M. S. P. Veith
2024	J	`jnl`	A References Architecture for Human Cyber Physical Systems, Part II: Fundamental Design Principles for Human-CPS Interaction. ACM Trans. Cyber Phys. Syst. Klaus Bengler, Werner Damm, Andreas Lüdtke, Jochem W. Rieger, Benedikt Austel, Bianca Biebl, Martin Fränzle, Willem Hagemann, Moritz Held, David Hess, Klas Ihme, Severin Kacianka, Alyssa J. Kerscher, Forrest Laine, Sebastian Lehnhoff, Alexander Pretschner, Astrid Rakow, Daniel Sonntag, Janos Sztipanovits, Maike Schwammberger, Mark Schweda, Anirudh Unni, Eric M. S. P. Veith
2024	J	`jnl`	A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE). CoRR Daniel Sonntag, Michael Barz, Thiago S. Gouvêa
2024	J	`jnl`	A review of machine learning in scanpath analysis for passive gaze-based interaction. Frontiers Artif. Intell. Abdulrahman Mohamed Selim, Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Daniel Sonntag
2024	A*	`conf`	Accelerating Transformers with Spectrum-Preserving Token Merging. NeurIPS Chau Tran, Duy M. H. Nguyen, Manh-Duy Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh Nguyen, Mathias Niepert
2024	J	`jnl`	Accelerating Transformers with Spectrum-Preserving Token Merging. CoRR Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh T. Nguyen, Mathias Niepert
2024	Misc	`conf`	Active Learning in Multi-label Classification of Bioacoustic Data. KI Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024	—	`conf`	Active and Transfer Learning for Efficient Identification of Species in Multi-Label Bioacoustic Datasets. GoodIT Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2024	—	`conf`	Building A German Clinical Named Entity Recognition System without In-domain Training Data. ClinicalNLP@NAACL Siting Liang, Daniel Sonntag
2024	A*	`conf`	Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning. IJCAI Hannes Kath, Patricia P. Serafini, Ivan Braga Campos, Thiago S. Gouvêa, Daniel Sonntag
2024	—	`conf`	Detecting when Users Disagree with Generated Captions. ICMI Companion Omair Shahzad Bhatti, Harshinee Sriram, Abdulrahman Mohamed Selim, Cristina Conati, Michael Barz, Daniel Sonntag
2024	C	`conf`	Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. ACML Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag
2024	J	`jnl`	Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. CoRR Duy M. H. Nguyen, An T. Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag
2024	—	`conf`	Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets. ICMI Companion Hannes Kath, Ilira Troshani, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2024	J	`jnl`	Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs. CoRR Aliki Anagnostopoulou, Thiago S. Gouvêa, Daniel Sonntag
2024	—	`conf`	Exploring Gaze-Based Menu Navigation in Virtual Environments. SUI László Kopácsi, Albert Klimenko, Michael Barz, Daniel Sonntag
2024	—	`conf`	FormTwin: A Framework for Pen-based Data Collection. UMAP (Adjunct Publication) Konstantin Kuznetsov, Sara-Jane Bittner, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2024	B	`conf`	GazeLock: Gaze- and Lock Pattern-Based Authentication. VRST László Kopácsi, Tobias Sebastian Schneider, Chiara Karr, Michael Barz, Daniel Sonntag
2024	B	`conf`	HumanEYEze 2024: Workshop on Eye Tracking for Multimodal Human-Centric Computing. ICMI Michael Barz, Roman Bednarik, Andreas Bulling, Cristina Conati, Daniel Sonntag
2024	J	`jnl`	I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data. CoRR Hoang H. Le, Duy M. H. Nguyen, Omair Shahzad Bhatti, László Kopácsi, Thinh P. Ngo, Binh T. Nguyen, Michael Barz, Daniel Sonntag
2024	Misc	`conf`	Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data. KI Ilira Troshani, Thiago S. Gouvêa, Daniel Sonntag
2024	J	`jnl`	Leveraging transfer learning and active learning for data annotation in passive acoustic monitoring of wildlife. Ecol. Informatics Hannes Kath, Patricia P. Serafini, Ivan Braga Campos, Thiago S. Gouvêa, Daniel Sonntag
2024	J	`jnl`	LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model. CoRR Duy M. H. Nguyen, Nghiem Tuong Diep, Trung Q. Nguyen, Hoang-Bao Le, Tai Nguyen, Tien Nguyen, TrungTin Nguyen, Nhat Ho, Pengtao Xie, Roger Wattenhofer, James Zhou, Daniel Sonntag, Mathias Niepert
2024	J	`jnl`	Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project. CoRR Md Abdul Kadir, Hasan Md Tusfiqur Alam, Pascale Maul, Hans-Jürgen Profitlich, Moritz Wolf, Daniel Sonntag
2024	J	`jnl`	Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios. Künstliche Intell. Md Abdul Kadir, Hasan Md Tusfiqur Alam, Devansh Srivastav, Hans-Jürgen Profitlich, Daniel Sonntag
2024	B	`conf`	Perceived Text Relevance Estimation Using Scanpaths and GNNs. ICMI Abdulrahman Mohamed Selim, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2024	J	`jnl`	Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors. CoRR Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
2024	B	`conf`	Speech Imagery BCI Training Using Game with a Purpose. AVI Abdulrahman Mohamed Selim, Maurice Rekrut, Michael Barz, Daniel Sonntag
2024	J	`jnl`	Strengthening AI Investments in Germany. Künstliche Intell. Daniel Sonntag
2024	A*	`conf`	Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks. ICML Duy Minh Ho Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert
2024	J	`jnl`	Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks. CoRR Duy M. H. Nguyen, Nina Lukashina, Tai Nguyen, An T. Le, TrungTin Nguyen, Nhat Ho, Jan Peters, Daniel Sonntag, Viktor Zaverkin, Mathias Niepert
2024	B	`conf`	The MASTER XR Platform for Robotics Training in Manufacturing. VRST László Kopácsi, Panagiotis Karagiannis, Sotiris Makris, Johan Kildal, Andoni Rivera-Pinto, Judit Ruiz de Munain, Jesús Rosel, Maria Madarieta, Nikolaos Tseregkounis, Konstantina Salagianni, Panagiotis Aivaliotis, Michael Barz, Daniel Sonntag
2024	J	`jnl`	Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG. CoRR Hasan Md Tusfiqur Alam, Devansh Srivastav, Md Abdul Kadir, Daniel Sonntag
2024	—	`conf`	Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues. GoodIT Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller
2023	J	`jnl`	A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space. CoRR Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2023	A*	`conf`	A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets. IJCAI Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag
2023	—	`conf`	A User Interface for Explaining Machine Learning Model Explanations. IUI Companion Md Abdul Kadir, Abdulrahman Mohamed Selim, Michael Barz, Daniel Sonntag
2023	J	`jnl`	A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models. CoRR Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2023	J	`jnl`	Avoid Predatory Journals. Künstliche Intell. Daniel Sonntag
2023	J	`jnl`	Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction. Sensors László Kopácsi, Benjámin Baffy, Gábor Baranyi, Joul Skaf, Gábor Sörös, Szilvia Szeier, András Lorincz, Daniel Sonntag
2023	—	`conf`	Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types. ClinicalNLP@ACL Siting Liang, Mareike Hartmann, Daniel Sonntag
2023	J	`jnl`	Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop. CoRR Siting Liang, Mareike Hartmann, Daniel Sonntag
2023	—	`conf`	Detection of contract cheating in pen-and-paper exams through the analysis of handwriting style. ICMI Companion Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
2023	—	`conf`	EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. MICCAI (2) Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
2023	J	`jnl`	EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. CoRR Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag
2023	J	`jnl`	Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust. CoRR Md Abdul Kadir, Fabrizio Nunnari, Daniel Sonntag
2023	—	`conf`	Giving DIAnA More TIME - Guidance for the Design of XAI-Based Medical Decision Support Systems. DESRIST Enrico Bunde, Daniel Eisenhardt, Daniel Sonntag, Hans-Jürgen Profitlich, Christian Meske
2023	Misc	`conf`	Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. KI Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
2023	J	`jnl`	Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency. CoRR Md Abdul Kadir, Gowtham Krishna Addluri, Daniel Sonntag
2023	—	`conf`	IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping. IUI Companion László Kopácsi, Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
2023	—	`conf`	Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification. IUI Companion Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag
2023	Misc	`conf`	Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models. KI Christoph Albert Johns, Michael Barz, Daniel Sonntag
2023	A*	`conf`	Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves. IJCAI Thiago S. Gouvêa, Hannes Kath, Ilira Troshani, Bengt Lüers, Patricia P. Serafini, Ivan Braga Campos, André S. Afonso, Sergio M. F. M. Leandro, Lourens Swanepoel, Nicholas Theron, Anthony M. Swemmer, Daniel Sonntag
2023	A*	`conf`	Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering. AAAI Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2023	A*	`conf`	LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. NeurIPS Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	J	`jnl`	LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching. CoRR Duy M. H. Nguyen, Hoang Nguyen, Nghiem Tuong Diep, Tan Ngoc Pham, Tri Cao, Binh T. Nguyen, Paul Swoboda, Nhat Ho, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	Misc	`conf`	Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions. KI Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag
2023	J	`jnl`	On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
2023	J	`jnl`	Putting Humans in the Image Captioning Loop. CoRR Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
2023	—	`conf`	Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. SustaiNLP Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
2023	J	`jnl`	Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory. CoRR Aliki Anagnostopoulou, Mareike Hartmann, Daniel Sonntag
2022	J	`jnl`	A survey on improving NLP models with human explanations. CoRR Mareike Hartmann, Daniel Sonntag
2022	—	`conf`	Annotating Sound Events Through Interactive Design of Interpretable Features. HHAI Thiago S. Gouvêa, Ilira Troshani, Marc Herrlich, Daniel Sonntag
2022	J	`jnl`	DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag
2022	B	`conf`	Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval. CHIIR Pablo Valdunciel, Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2022	J	`jnl`	Interactive Machine Learning for Image Captioning. CoRR Mareike Hartmann, Aliki Anagnostopoulou, Daniel Sonntag
2022	J	`jnl`	Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering. CoRR Duy M. H. Nguyen, Hoang Nguyen, Mai Thanh Nhat Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
2022	A*	`conf`	LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CVPR Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
2022	Misc	`conf`	Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. KI Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2022	J	`jnl`	Modeling Users' Cognitive Performance Using Digital Pen Features. Frontiers Artif. Intell. Alexander Prange, Daniel Sonntag
2022	—	`conf`	SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text. HHAI Konstantin Kuznetsov, Michael Barz, Daniel Sonntag
2022	J	`jnl`	TATL: Task agnostic transfer learning for skin attributes detection. Medical Image Anal. Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2022	J	`jnl`	XAINES: Explaining AI with Narratives. Künstliche Intell. Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag
2022	—	`conf`	pEncode: A Tool for Visualizing Pen Signal Encodings in Real-Time. HHAI Felix Céard-Falkenberg, Konstantin Kuznetsov, Alexander Prange, Michael Barz, Daniel Sonntag
2021	J	`jnl`	A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report. CoRR Hans-Jürgen Profitlich, Daniel Sonntag
2021	Misc	`conf`	A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality. KI Alexander Prange, Daniel Sonntag
2021	Misc	`conf`	A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities. EICS Fabrizio Nunnari, Daniel Sonntag
2021	J	`jnl`	ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays. Sensors Sebastian Kapp, Michael Barz, Sergey Mukhametov, Daniel Sonntag, Jochen Kuhn
2021	C	`conf`	Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. CD-MAKE Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag
2021	A	`conf`	Assessing Cognitive Test Performance Using Automatic Digital Pen Features Analysis. UMAP Alexander Prange, Daniel Sonntag
2021	—	`conf`	Automatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display. ETRA Adjunct Michael Barz, Sebastian Kapp, Jochen Kuhn, Daniel Sonntag
2021	J	`jnl`	Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze. Sensors Michael Barz, Daniel Sonntag
2021	Misc	`conf`	Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images. KI Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag
2021	A*	`conf`	Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening. CHI Alexander Prange, Michael Barz, Anika Heimann-Steinert, Daniel Sonntag
2021	—	`conf`	EyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze. ETRA Short Papers Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag
2021	J	`jnl`	Implicit Estimation of Paragraph Relevance From Eye Movements. Frontiers Comput. Sci. Michael Barz, Omair Shahzad Bhatti, Daniel Sonntag
2021	—	`conf`	Improving German Image Captions Using Machine Translation and Transfer Learning. SLSP Rajarshi Biswas, Michael Barz, Mareike Hartmann, Daniel Sonntag
2021	J	`jnl`	Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children. Sensors Luisa Lauer, Kristin Altmeyer, Sarah Malone, Michael Barz, Roland Brünken, Daniel Sonntag, Markus Peschel
2021	J	`jnl`	LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. CoRR Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
2021	J	`jnl`	Minimizing false negative rate in melanoma detection and providing insight into the causes of classification. CoRR Ellák Somfai, Benjámin Baffy, Kristian Fenech, Changlu Guo, Rita Hosszú, Dorina Korózs, Fabrizio Nunnari, Marcell Pólik, Daniel Sonntag, Attila Ulbert, András Lorincz
2021	—	`conf`	Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces. ICMI Companion Michael Barz, Omair Shahzad Bhatti, Bengt Lüers, Alexander Prange, Daniel Sonntag
2021	C	`conf`	On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images. CD-MAKE Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag
2021	J	`jnl`	Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction. CoRR Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag
2021	Misc	`conf`	Self-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction. KI Duy M. H. Nguyen, Truong Thanh Nhat Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag
2021	J	`jnl`	TATL: Task Agnostic Transfer Learning for Skin Attributes Detection. CoRR Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
2020	—	`conf`	A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CLEF (Working Notes) Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag
2020	J	`jnl`	A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task. CoRR Marimuthu Kalimuthu, Fabrizio Nunnari, Daniel Sonntag
2020	C	`conf`	A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. CD-MAKE Fabrizio Nunnari, Chirag Bhuvaneshwara, Abraham Obinwanne Ezema, Daniel Sonntag
2020	Misc	`conf`	A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net. KI Duy Minh Ho Nguyen, Abraham Obinwanne Ezema, Fabrizio Nunnari, Daniel Sonntag
2020	J	`jnl`	AI in Medicine, Covid-19 and Springer Nature's Open Access Agreement. Künstliche Intell. Daniel Sonntag
2020	J	`jnl`	Attention with Multiple Sources Knowledges for COVID-19 from CT Images. CoRR Duy M. H. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag
2020	A	`conf`	Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests. UMAP Michael Barz, Kristin Altmeyer, Sarah Malone, Luisa Lauer, Daniel Sonntag
2020	—	`conf`	The Effects of Masking in Melanoma Image Classification with CNNs Towards International Standards for Image Preprocessing. MobiHealth Fabrizio Nunnari, Abraham Obinwanne Ezema, Daniel Sonntag
2020	J	`jnl`	The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report. CoRR Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich
2020	J	`jnl`	Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking. Künstliche Intell. Rajarshi Biswas, Michael Barz, Daniel Sonntag
2020	B	`conf`	Visual Search Target Inference in Natural Interaction Settings with Machine Learning. ETRA Michael Barz, Sven Stauden, Daniel Sonntag
2019	J	`jnl`	A CNN toolbox for skin cancer classification. CoRR Fabrizio Nunnari, Daniel Sonntag
2019	J	`jnl`	An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation. Artif. Intell. Medicine Daniel Sonntag, Hans-Jürgen Profitlich
2019	—	`conf`	Automatic Judgement of Neural Network-Generated Image Captions. SLSP Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag, Dietrich Klakow
2019	—	`conf`	Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings. WANLP@ACL 2019 Marimuthu Kalimuthu, Michael Barz, Daniel Sonntag
2019	—	`conf`	Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning. IWSDS Michael Barz, Daniel Sonntag
2019	J	`jnl`	Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning. CoRR Michael Barz, Daniel Sonntag
2019	J	`jnl`	Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models. CoRR Hans-Jürgen Profitlich, Daniel Sonntag
2019	—	`ch.`	Medical and health systems. The Handbook of Multimodal-Multisensor Interfaces, Volume 3 (3) Daniel Sonntag
2019	A	`conf`	Modeling Cognitive Status through Automatic Scoring of a Digital Version of the Clock Drawing Test. UMAP Alexander Prange, Daniel Sonntag
2019	—	`conf`	Multimodal Speech-based Dialogue for the Mini-Mental State Examination. CHI Extended Abstracts Alexander Prange, Mira Niemann, Antje Latendorf, Anika Steinert, Daniel Sonntag
2019	—	`book`	The Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions - Volume 3 The Handbook of Multimodal-Multisensor Interfaces, Volume 3 Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger
2018	J	`jnl`	A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. CoRR Jan Zacharias, Michael Barz, Daniel Sonntag
2018	J	`jnl`	A categorisation and implementation of digital pen features for behaviour characterisation. CoRR Alexander Prange, Michael Barz, Daniel Sonntag
2018	J	`jnl`	AI in Germany: Well-Prepared and Eager to Do Something. Künstliche Intell. Daniel Sonntag
2018	J	`jnl`	An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation. CoRR Daniel Sonntag, Hans-Jürgen Profitlich
2018	—	`conf`	Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper). SAD/CrowdBias@HCOMP Michael Barz, Neslihan Büyükdemircioglu, Rikhu Prasad Surya, Tim Polzehl, Daniel Sonntag
2018	B	`conf`	Error-aware gaze-based interfaces for robust mobile gaze interaction. ETRA Michael Barz, Florian Daiber, Daniel Sonntag, Andreas Bulling
2018	J	`jnl`	Interactive Cognitive Assessment Tools: A Case Study on Digital Pens for the Clinical Assessment of Dementia. CoRR Daniel Sonntag
2018	—	`conf`	Medical 3D Images in Multimodal Virtual Reality. IUI Companion Alexander Prange, Michael Barz, Daniel Sonntag
2018	—	`book`	The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 2 The Handbook of Multimodal-Multisensor Interfaces, Volume 2 Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger
2018	B	`conf`	Towards a Multimodal Multisensory Cognitive Assessment Framework. CBMS Mira Niemann, Alexander Prange, Daniel Sonntag
2018	Misc	`conf`	Visual Search Target Inference Using Bag of Deep Visual Words. KI Sven Stauden, Michael Barz, Daniel Sonntag
2017	B	`conf`	A Digital Pen Based Tool for Instant Digitisation and Digitalisation of Biopsy Protocols. CBMS Alexander Prange, Danilo Schmidt, Daniel Sonntag
2017	—	`conf`	A Multimodal Dialogue System for Medical Decision Support inside Virtual Reality. SIGDIAL Conference Alexander Prange, Margarita Chikobava, Peter Poller, Michael Barz, Daniel Sonntag
2017	J	`jnl`	A novel tool for the identification of correlations in medical data by faceted search. Comput. Biol. Medicine Danilo Schmidt, Klemens Budde, Daniel Sonntag, Hans-Jürgen Profitlich, Matthias Ihle, Oliver Staeck
2017	B	`conf`	Automatic Extraction of Breast Cancer Information from Clinical Reports. CBMS Claudia Bretschneider, Sonja Zillner, Matthias Hammon, Paul Gass, Daniel Sonntag
2017	J	`jnl`	Design and Implementation of a Semantic Dialogue System for Radiologists. CoRR Daniel Sonntag, Martin Huber, Manuel Möller, Alassane Ndiaye, Sonja Zillner, Alexander Cavallaro
2017	—	`conf`	Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo). HRI (Companion) Michael Barz, Peter Poller, Daniel Sonntag
2017	—	`conf`	Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI. HRI (Companion) Michael Barz, Peter Poller, Daniel Sonntag
2017	J	`jnl`	Fine-tuning deep CNN models on specific MS COCO categories. CoRR Daniel Sonntag, Michael Barz, Jan Zacharias, Sven Stauden, Vahid Rahmani, Áron Fóthi, András Lörincz
2017	—	`conf`	Human-in-the-Loop Control Processes in Gas Turbine Maintenance. HoloMAS Michael Barz, Peter Poller, Martin Schneider, Sonja Zillner, Daniel Sonntag
2017	B	`conf`	Integrated Decision Support by Combining Textual Information Extraction, Facetted Search and Information Visualisation. CBMS Daniel Sonntag, Hans-Jürgen Profitlich
2017	J	`jnl`	Intelligent User Interfaces - A Tutorial. CoRR Daniel Sonntag
2017	J	`jnl`	Interakt - A Multimodal Multisensory Interactive Cognitive Assessment Tool. CoRR Daniel Sonntag
2017	A*	`conf`	Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration). IJCAI Alexander Prange, Michael Barz, Daniel Sonntag
2017	—	`book`	The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 1 The Handbook of Multimodal-Multisensor Interfaces, Volume 1 Sharon L. Oviatt, Björn W. Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krüger
2016	C	`conf`	A model-based approach to qualified process automation for anomaly detection and treatment. ETFA De-Jiu Chen, Dmitri Valeri Panfilenko, Mahmood Reza Khabbazi, Daniel Sonntag
2016	C	`conf`	BPMN for knowledge acquisition and anomaly handling in CPS for smart factories. ETFA Dmitri Valeri Panfilenko, Peter Poller, Daniel Sonntag, Sonja Zillner, Martin Schneider
2016	B	`conf`	Digital PI-RADS: Smartphone Sketches for Instant Knowledge Acquisition in Prostate Cancer Detection. CBMS Alexander Prange, Daniel Sonntag
2016	—	`conf`	Gaze-guided object classification using deep neural networks for attention-based computing. UbiComp Adjunct Michael Barz, Daniel Sonntag
2016	B	`conf`	Human Gaze and Focus-of-Attention in Dual Reality Human-Robot Collaboration. Intelligent Environments Mohammad Mehdi Moniri, Fabio Andres Espinosa Valcarcel, Dieter Merkel, Daniel Sonntag
2016	—	`conf`	MedicaLVR: towards medical remote collaboration using virtual reality. UbiComp Adjunct Andreas Luxenburger, Alexander Prange, Mohammad Mehdi Moniri, Daniel Sonntag
2016	Misc	`conf`	Model Based Augmentation and Testing of an Annotated Hand Pose Dataset. KI Richárd Bellon, Younggeon Choi, Nikoletta Ekker, Vincent Lepetit, L. Mike Olasz, Daniel Sonntag, Zoltán Tosér, Kyounghwan Yoo, András Lörincz
2016	—	`conf`	Multimodal multisensor activity annotation tool. UbiComp Adjunct Michael Barz, Mohammad Mehdi Moniri, Markus Weber, Daniel Sonntag
2016	—	`conf`	Peripheral view calculation in virtual reality applications. UbiComp Adjunct Mohammad Mehdi Moniri, Daniel Sonntag, Andreas Luxenburger
2016	—	`conf`	Persuasive AI Technologies for Healthcare Systems. AAAI Fall Symposia Daniel Sonntag
2016	—	`conf`	Real-Time 3D Peripheral View Analysis. ICAT-EGVE Mohammad Mehdi Moniri, Andreas Luxenburger, Winfried Schuffert, Daniel Sonntag
2016	J	`jnl`	The Clinical Data Intelligence Project - A smart data initiative. Inform. Spektrum Daniel Sonntag, Volker Tresp, Sonja Zillner, Alexander Cavallaro, Matthias Hammon, André Reis, Peter A. Fasching, Martin Sedlmayr, Thomas Ganslandt, Hans-Ulrich Prokosch, Klemens Budde, Danilo Schmidt, Carl Hinrichs, Thomas Wittenberg, Philipp Daumke, Patricia G. Oppelt
2016	J	`jnl`	The Role of Focus in Advanced Visual Interfaces. Künstliche Intell. Jason Orlosky, Takumi Toyama, Daniel Sonntag, Kiyoshi Kiyokawa
2016	—	`conf`	Towards Integrated Information Extraction and Facetted Search Applications in Nephrology. EMSA-RMed@ESWC Danilo Schmidt, Hans-Jürgen Profitlich, Daniel Sonntag
2015	J	`jnl`	A Paradigm Shift in Healthcare Provision - Interview with Dr. Jörg Habetha, Senior Director at Philips Research, Department Head 'Personal Health'. Künstliche Intell. Daniel Sonntag, Jean Gelissen
2015	—	`conf`	An Interactive Pedestrian Environment Simulator for Cognitive Monitoring and Evaluation. IUI Companion Jason Orlosky, Markus Weber, Yecheng Gu, Daniel Sonntag, Sergey A. Sosnovsky
2015	A	`conf`	Attention Engagement and Cognitive State Analysis for Augmented Reality Text Display Functions. IUI Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa
2015	—	`conf`	Cognitive Monitoring via Eye Tracking in Virtual Reality Pedestrian Environments. PerDis Daniel Sonntag, Jason Orlosky, Markus Weber, Yecheng Gu, Sergey A. Sosnovsky, Takumi Toyama, Ehsan Nadjaran Toosi
2015	—	`conf`	Easy Deployment of Spoken Dialogue Technology on Smartwatches for Mental Healthcare. MindCare Alexander Prange, Daniel Sonntag
2015	A	`conf`	Halo Content: Context-aware Viewspace Management for Non-invasive Augmented Reality. IUI Jason Orlosky, Kiyoshi Kiyokawa, Takumi Toyama, Daniel Sonntag
2015	—	`conf`	Interaction and Humans in Internet of Things. INTERACT (4) Markku Turunen, Daniel Sonntag, Klaus-Peter Engelbrecht, Thomas Olsson, Dirk Schnelle-Walka, Andrés Lucero
2015	—	`conf`	Kognit: Intelligent Cognitive Enhancement Technology by Cognitive Models and Mixed Reality for Dementia Patients. AAAI Fall Symposia Daniel Sonntag
2015	—	`conf`	Maintain and Improve Mental Health by Smart Virtual Reality Serious Games. MindCare András Sárkány, Zoltán Tosér, Anita L. Vero, András Lörincz, Takumi Toyama, Ehsan Nadjaran Toosi, Daniel Sonntag
2015	J	`jnl`	ModulAR: Eye-Controlled Vision Augmentations for Head Mounted Displays. IEEE Trans. Vis. Comput. Graph. Jason Orlosky, Takumi Toyama, Kiyoshi Kiyokawa, Daniel Sonntag
2015	J	`jnl`	Reports on the 2014 AAAI Fall Symposium Series. AI Mag. Adam B. Cohen, Sonia Chernova, James Giordano, Frank Guerin, Kris K. Hauser, Bipin Indurkhya, Matteo Leonetti, Larry R. Medsker, Martin Michalowski, Daniel Sonntag, Georgi Stojanov, Dan Tecuci, Andrea Thomaz, Tony Veale, Ulli Waltinger
2015	—	`conf`	Robot Companions and Smartpens for Improved Social Communication of Dementia Patients. IUI Companion Alexander Prange, Indra Praveen Sandrala, Markus Weber, Daniel Sonntag
2015	J	`jnl`	Special Issue on Health and Wellbeing. Künstliche Intell. Jean Gelissen, Daniel Sonntag
2015	Misc	`conf`	Towards Episodic Memory Support for Dementia Patients by Recognizing Objects, Faces and Text in Eye Gaze. KI Takumi Toyama, Daniel Sonntag
2015	—	`conf`	Towards Gaze and Gesture Based Human-Robot Interaction for Dementia Patients. AAAI Fall Symposia Alexander Prange, Takumi Toyama, Daniel Sonntag
2015	A*	`conf`	Tutorial 3: Intelligent User Interfaces. ISMAR Daniel Sonntag
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	B	`conf`	A natural interface for multi-focal plane head mounted displays using 3D gaze. AVI Takumi Toyama, Daniel Sonntag, Jason Orlosky, Kiyoshi Kiyokawa
2014	—	`conf`	Deep Parsing at the CLEF2014 IE Task. CLEF (Working Notes) Tigran Mkrtchyan, Daniel Sonntag
2014	—	`conf`	ERmed - Towards Medical Multimodal Cyber-Physical Environments. HCI (25) Daniel Sonntag
2014	J	`jnl`	Integrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition. AI Mag. Daniel Sonntag, Markus Weber, Alexander Cavallaro, Matthias Hammon
2014	—	`ch.`	Intelligent Semantic Mediation, Knowledge Acquisition and User Interaction. Towards the Internet of Services Daniel Sonntag, Daniel Porta
2014	C	`conf`	LabelMovie: Semi-supervised machine annotation tool with quality assurance and crowd-sourcing options for videos. CBMI Zsolt Palotai, Miklos Lang, Andras Sarkany, Zoltan Toser, Daniel Sonntag, Takumi Toyama, András Lörincz
2014	—	`ch.`	Mobile Radiology Interaction and Decision Support Systems of the Future. Towards the Internet of Services Daniel Sonntag, Sonja Zillner, Patrick Ernst, Christian Schulz, Michael Sintek, Peter Dankerl
2014	—	`conf`	On-body multi-input indoor localization for dynamic emergency scenarios: fusion of magnetic tracking and optical character recognition with mixed-reality display. PerCom Workshops Jason Orlosky, Takumi Toyama, Daniel Sonntag, Andras Sarkany, András Lörincz
2014	—	`conf`	Recommending Missing Symbols of Augmentative and Alternative Communication by Means of Explicit Semantic Analysis. AAAI Fall Symposia Gyula Vörös, Peter Rabi, Balázs Pintér, Andras Sarkany, Daniel Sonntag, András Lörincz
2014	J	`jnl`	Space Robotics Means Business. Künstliche Intell. Daniel Sonntag
2014	B	`conf`	The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood. CBMS Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, András Lörincz, Esko Strömmer, Luciano Serafini
2014	—	`conf`	Towards a Smart Wearable Tool to Enable People with SSPI to Communicate by Sentence Fragments. MindCare Gyula Vörös, Anita Verö, Balázs Pintér, Brigitta Miksztai-Réthey, Takumi Toyama, András Lörincz, Daniel Sonntag
2014	—	`conf`	Using Eye-Gaze and Visualization to Augment Memory - A Framework for Improving Context Recognition and Recall. HCI (21) Jason Orlosky, Takumi Toyama, Daniel Sonntag, Kiyoshi Kiyokawa
2013	C	`conf`	Integrating Digital Pens in Breast Imaging for Instant Knowledge Acquisition. IAAI Daniel Sonntag, Markus Weber, Matthias Hammon, Alexander Cavallaro
2013	—	`conf`	Multimodal interaction strategies in a multi-device environment around natural speech. IUI Companion Christian Schulz, Daniel Sonntag, Markus Weber, Takumi Toyama
2013	B	`conf`	On-Body IE: A Head-Mounted Multimodal Augmented Reality System for Learning and Recalling Faces. Intelligent Environments Daniel Sonntag, Takumi Toyama
2013	—	`conf`	Towards Medical Cyber-Physical Systems: Multimodal Augmented Reality for Doctors and Knowledge Discovery about Patients. HCI (11) Daniel Sonntag, Sonja Zillner, Christian Schulz, Markus Weber, Takumi Toyama
2012	—	`conf`	A Multimodal Multi-device Discourse and Dialogue Infrastructure for Collaborative Decision-Making in Medicine. IWSDS Daniel Sonntag, Christian Schulz
2012	B	`conf`	Clinical Trial and Disease Search with Ad Hoc Interactive Ontology Alignments. ESWC Daniel Sonntag, Jochen Setz, Maha Ahmed Baker, Sonja Zillner
2012	J	`jnl`	Collaborative Multimodality. Künstliche Intell. Daniel Sonntag
2012	—	`conf`	Facetted Browsing on Extracted Fusion Tables Data for Digital Cities. WoLE@ISWC Gianluca Quercini, Jochen Setz, Daniel Sonntag, Chantal Reynaud
2012	J	`jnl`	Image metadata reasoning for improved clinical decision support. Netw. Model. Anal. Health Informatics Bioinform. Sonja Zillner, Daniel Sonntag
2012	A	`conf`	RadSpeech's mobile dialogue system for radiologists. IUI Daniel Sonntag, Christian Schulz, Christian Reuschling, Luis Galárraga
2011	B	`conf`	Aligning medical ontologies by axiomatic models, corpus linguistic syntactic rules and context information. CBMS Sonja Zillner, Daniel Sonntag
2011	B	`conf`	Digital pen in mammography patient forms. ICMI Daniel Sonntag, Marcus Liwicki, Markus Weber
2011	A	`conf`	Interactive paper for radiology findings. IUI Daniel Sonntag, Marcus Liwicki, Markus Weber
2011	—	`ch.`	Medico. Internet der Dienste Sascha Seifert, Sonja Zillner, Martin Huber, Michael Sintek, Daniel Sonntag, Alexander Cavallaro
2011	—	`conf`	Mobile facetted browsing LODD applications for supporting clinicians. OM Daniel Sonntag, Jochen Setz, Maha Ahmed Baker
2011	—	`conf`	Mobile thumb interaction and speech. Mobile HCI Mikhail Blinov, Matthieu Deru, Daniel Sonntag
2011	—	`conf`	Monitoring and explaining reasoning processes in a dialogue system's input interpretation step. ExaCt Daniel Sonntag, Christian Schulz
2011	J	`jnl`	Theatre, Perception, Symbol. Künstliche Intell. Daniel Sonntag
2011	A	`conf`	Towards learned feedback for enhancing trust in information seeking dialogue for radiologists. IUI Daniel Sonntag
2010	—	`conf`	A Discourse and Dialogue Infrastructure for Industrial Dissemination. IWSDS Daniel Sonntag, Norbert Reithinger, Gerd Herzog, Tilman Becker
2010	C	`conf`	A Spatio-anatomical Medical Ontology and Automatic Plausibility Checks. IC3K Manuel Möller, Daniel Sonntag, Patrick Ernst
2010	A	`conf`	A multimodal dialogue mashup for medical image semantics. IUI Daniel Sonntag, Manuel Möller
2010	—	`conf`	Applications of an Ontology Engineering Methodology. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence Daniel Sonntag, Pinar Wennerberg, Sonja Zillner
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`	Explanations in Dialogue Systems through Uncertain RDF Knowledge Bases. ExaCt Daniel Sonntag, Martin Theobald
2010	—	`conf`	Linked Data Integration for Semantic Dialogue and Backend Access. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence Daniel Sonntag, Malte Kiesel
2010	C	`conf`	Modeling the International Classification of Diseases (ICD-10) in OWL. IC3K Manuel Möller, Daniel Sonntag, Patrick Ernst
2010	—	`book`	Ontologies and Adaptivity in Dialogue for Question Answering Daniel Sonntag
2010	B	`conf`	Prototyping Semantic Dialogue Systems for Radiologists. Intelligent Environments Daniel Sonntag, Manuel Möller
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	B	`conf`	Speech Grammars for Textual Entailment Patterns in Multimodal Question Answering. LREC Daniel Sonntag, Bogdan Sacaleanu
2010	—	`conf`	Towards a Process of Building Semantic Multimodal Dialogue Demonstrators. KMIS Daniel Sonntag, Norbert Reithinger
2009	Misc	`conf`	Design and Implementation of Combined Mobile and Touchscreen-based Multimodal Web 3.0 Interfaces. IC-AI Daniel Sonntag, Matthieu Deru, Simon Bergweiler
2009	A*	`conf`	Introspection and Adaptable Model Integration for Dialogue-based Question Answering. IJCAI Daniel Sonntag
2009	—	`conf`	Intuition as Instinctive Dialogue. Instinctive Computing Workshop Daniel Sonntag
2009	J	`jnl`	Macrodynamics of users' behavior in Information Retrieval CoRR Daniel Sonntag, Roman R. Zapatrin
2009	—	`conf`	New business to business interaction: shake your iPhone and speak to it. Mobile HCI Daniel Porta, Daniel Sonntag, Robert Neßelrath
2009	—	`ch.`	Pillars of Ontology Treatment in the Medical Domain. Cases on Semantic Interoperability for Information Systems Integration Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner
2009	J	`jnl`	Pillars of Ontology Treatment in the Medical Domain. J. Cases Inf. Technol. Daniel Sonntag, Pinar Wennerberg, Paul Buitelaar, Sonja Zillner
2009	—	`conf`	Unifying Semantic Annotation and Querying in Biomedical Image Repositories - One Solution for Two Problems of Medical Knowledge Engineering. KMIS Daniel Sonntag, Manuel Möller
2008	—	`—`	Introspective methods for adaptable dialogue-based question answering. Daniel Sonntag
2008	J	`jnl`	On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles CoRR Daniel Sonntag
2008	B	`conf`	Semiotic-based Ontology Evaluation Tool (S-OntoEval). LREC Renata Queiroz Dividino, Massimo Romanelli, Daniel Sonntag
2008	—	`conf`	Towards Dialogue-based Interactive Semantic Mediation in the Medical Domain. OM Daniel Sonntag
2007	—	`conf`	A Constraint-Based Graph Visualisation Architecture for Mobile Semantic Web Interfaces. SAMT Daniel Sonntag, Philipp Heim
2007	—	`conf`	Interaction Design and Implementation for Multimodal Mobile Semantic Web Interfaces. HCI (9) Daniel Sonntag
2007	Misc	`conf`	Semantic Graph Visualisation for Mobile Semantic Web Interfaces. KI Daniel Sonntag, Philipp Heim
2007	—	`conf`	SmartWeb Handheld - Multimodal Interaction with Ontological Knowledge Bases and Semantic Web Services. Artifical Intelligence for Human Computing Daniel Sonntag, Ralf Engel, Gerd Herzog, Alexander Pfalzgraf, Norbert Pfleger, Massimo Romanelli, Norbert Reithinger
2007	Misc	`conf`	Text Generation in the SmartWeb Multimodal Dialogue System. KI Ralf Engel, Daniel Sonntag
2006	B	`conf`	A Multimodal Result Ontology for Integrated Semantic Web Dialogue Applications. LREC Daniel Sonntag, Massimo Romanelli
2006	—	`conf`	Connecting Foundational Ontologies with MPEG-7 Ontologies for Multimodal QA. SAMT (Posters and Demos) Massimo Romanelli, Daniel Sonntag, Norbert Reithinger
2005	B	`conf`	A look under the hood: design and development of the first SmartWeb system demonstrator. ICMI Norbert Reithinger, Simon Bergweiler, Ralf Engel, Gerd Herzog, Norbert Pfleger, Massimo Romanelli, Daniel Sonntag
2005	A	`conf`	An integration framework for a mobile multimodal dialogue system accessing the semantic web. INTERSPEECH Norbert Reithinger, Daniel Sonntag
2004	—	`conf`	Assessing the Quality of Natural Language Text Data. GI Jahrestagung (1) Daniel Sonntag