Christian Bauckhage

337 papers A* 10A 18B 63C 16Misc 2Journal 105Unranked 113

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Reinforcement Learning: Fast and Scalable Quantum Circuit Synthesis. CoRR Lukas Theißinger, Thore Gerlach, David Berghaus, Christian Bauckhage
2026	J	`jnl`	Four Quadrants of Difficulty: A Simple Categorisation and its Limits. CoRR Vanessa Toborek, Sebastian Müller, Christian Bauckhage
2026	—	`book`	Quantum Computing from Hopfield Nets - A Textbook with Python Code Examples Christian Bauckhage, Rafet Sifa
2026	J	`jnl`	Scientific Theory of a Black-Box: A Life Cycle-Scale XAI Framework Based on Constructive Empiricism. CoRR Sebastian Müller, Vanessa Toborek, Eike Stadtländer, Tamás Horváth, Brendan Balcerak Jackson, Christian Bauckhage
2025	B	`conf`	A Survey on Current Trends and Recent Advances in Text Anonymization. DSAA Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025	J	`jnl`	A Survey on Current Trends and Recent Advances in Text Anonymization. CoRR Tobias Deußer, Lorenz Sparrenberg, Armin Berger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025	A	`conf`	ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset. ICWSM Hossam Elsafty, Bouthaina Abdou, Tobias Deußer, Maren Pielka, Christian Bauckhage, Rafet Sifa
2025	—	`conf`	Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning. ICNLSP Vanessa Toborek, Sebastian Müller, Tim Selbach, Tamás Horváth, Christian Bauckhage
2025	J	`jnl`	Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning. CoRR Vanessa Toborek, Sebastian Müller, Tim Selbach, Tamás Horváth, Christian Bauckhage
2025	—	`conf`	CFIRE: A General Method for Combining Local Explanations. xAI (2) Sebastian Müller, Vanessa Toborek, Tamás Horváth, Christian Bauckhage
2025	J	`jnl`	CFIRE: A General Method for Combining Local Explanations. CoRR Sebastian Müller, Vanessa Toborek, Tamás Horváth, Christian Bauckhage
2025	J	`jnl`	Efficient Quantum Convolutional Neural Networks for Image Classification: Overcoming Hardware Constraints. CoRR Peter Röseler, Oliver Schaudt, Helmut Berg, Christian Bauckhage, Matthias Koch
2025	B	`conf`	Exploring Curriculum Learning for Languages: Lessons from Regular Language Tasks. DS Vanessa Toborek, Florian Seiffarth, Sebastian Müller, Tamás Horváth, Christian Bauckhage
2025	B	`conf`	First Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal Surgery. DSAA Priya Tomar, Maximilian Broß, Philipp Feodorovici, Jan Arensmeyer, Philipp Leifels, Aditya Parikh, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa
2025	B	`conf`	Immersive Explainability: Visualizing Robot Navigation Decisions through XAI Semantic Scene Projections in Virtual Reality. RO-MAN Jorge de Heuvel, Sebastian Müller, Marlene Wessels, Aftab Akhtar, Christian Bauckhage, Maren Bennewitz
2025	J	`jnl`	Immersive Explainability: Visualizing Robot Navigation Decisions through XAI Semantic Scene Projections in Virtual Reality. CoRR Jorge de Heuvel, Sebastian Müller, Marlene Wessels, Aftab Akhtar, Christian Bauckhage, Maren Bennewitz
2025	J	`jnl`	Improving graph neural networks through feature importance learning. Mach. Learn. Fouad Alkhoury, Tamás Horváth, Christian Bauckhage, Stefan Wrobel
2025	J	`jnl`	Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM. CoRR Lars Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa
2025	J	`jnl`	Kernel CoRR Thore Gerlach, Sascha Mücke, Christian Bauckhage
2025	J	`jnl`	Learning to Rank Features to Enhance Graph Neural Networks for Graph Classification. Trans. Mach. Learn. Res. Fouad Alkhoury, Tamás Horváth, Christian Bauckhage, Stefan Wrobel
2025	B	`conf`	Leveraging Synthetically Generated Data for Real Estate Document Classification. IEEE Big Data Tobias Deußer, Gregor Ramien, Nico Weber, Maximilian Meidinger, Max Hahnbück, Christian Bauckhage, Rafet Sifa
2025	B	`conf`	Leveraging Transfer Learning with Class-Specific Decoders for Laparoscopic Segmentation. IEEE Big Data Priya Tomar, Aditya Parikh, Christian Bauckhage, Rafet Sifa
2025	—	`conf`	Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models. COLING (Industry) Tobias Deußer, Max Hahnbück, Tobias Uelwer, Cong Zhao, Christian Bauckhage, Rafet Sifa
2025	J	`jnl`	Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models. CoRR Armin Berger, Lars Hillebrand, David Leonhard, Tobias Deußer, Thiago Bell Felix de Oliveira, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	A Comparative Study of Large Language Models for Named Entity Recognition in the Legal Domain. IEEE Big Data Tobias Deußer, Cong Zhao, Lorenz Sparrenberg, Daniel Uedelhoven, Armin Berger, Maren Pielka, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Fusing Speech and Language Models for Dementia Detection. IEEE Big Data Tobias Deußer, Abdul Mohsin Siddiqi, Lorenz Sparrenberg, Tobias Adams, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Informed Named Entity Recognition Decoding for Generative Language Models. IEEE Big Data Tobias Deußer, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Leveraging Large Language Models for Few-Shot KPI Extraction from Financial Reports. IEEE Big Data Tobias Deußer, Cong Zhao, Daniel Uedelhoven, Lorenz Sparrenberg, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Model-agnostic Body Part Relevance Assessment for Pedestrian Detection Model Benchmarking. IEEE Big Data Maurice Günder, Sneha Banerjee, Rafet Sifa, Christian Bauckhage
2024	J	`jnl`	Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness. CoRR Lars Hillebrand, Prabhupad Pradhan, Christian Bauckhage, Rafet Sifa
2024	—	`conf`	Pointer-Guided Pre-training: Infusing Large Language Models with Paragraph-Level Contextual Awareness. ECML/PKDD (4) Lars Hillebrand, Prabhupad Pradhan, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Table Structure Recognition via Encoder/Decoder Vision Transformers. IEEE Big Data Daniel Uedelhoven, Max Lübbering, Christian Bauckhage, Rafet Sifa
2024	B	`conf`	Towards Agent-based Disease Spread Modeling Combining Knowledge-driven Simulation and Machine Learning. IEEE Big Data Maurice Günder, Facundo Ramón Ispizua Yamati, Anne-Katrin Mahlein, Christian Bauckhage
2023	—	`conf`	A New Aligned Simple German Corpus. ACL (1) Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
2023	—	`conf`	An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. ECML/PKDD (3) Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
2023	J	`jnl`	An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. CoRR Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
2023	—	`conf`	Contradiction Detection in Financial Reports. NLDL Tobias Deußer, Maren Pielka, Lisa Pucknat, Basil Jacob, Tim Dilmaghani Khameneh, Mahdis Nourimand, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2023	C	`conf`	Controlled Randomness Improves the Performance of Transformer Models. ICMLA Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
2023	J	`jnl`	Controlled Randomness Improves the Performance of Transformer Models. CoRR Tobias Deußer, Cong Zhao, Wolfgang Krämer, David Leonhard, Christian Bauckhage, Rafet Sifa
2023	B	`conf`	How Does Knowledge Injection Help in Informed Machine Learning? IJCNN Laura von Rüden, Jochen Garcke, Christian Bauckhage
2023	B	`conf`	Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. DocEng Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
2023	J	`jnl`	Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models. CoRR Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
2023	J	`jnl`	Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. IEEE Trans. Knowl. Data Eng. Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
2023	J	`jnl`	Informed Named Entity Recognition Decoding for Generative Language Models. CoRR Tobias Deußer, Lars Hillebrand, Christian Bauckhage, Rafet Sifa
2023	A*	`conf`	Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. ICLR Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
2023	J	`jnl`	Model-agnostic Body Part Relevance Assessment for Pedestrian Detection. CoRR Maurice Günder, Sneha Banerjee, Rafet Sifa, Christian Bauckhage
2023	J	`jnl`	Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021). Int. J. Comput. Vis. Christian Bauckhage, Wolfgang Förstner, Juergen Gall, Michael Möller, Alexander G. Schwing
2023	J	`jnl`	SugarViT - Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet. CoRR Maurice Günder, Facundo Ramón Ispizua Yamati, Abel Andree Barreto Alcántara, Anne-Katrin Mahlein, Rafet Sifa, Christian Bauckhage
2023	B	`conf`	Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models. IEEE Big Data Armin Berger, Lars Hillebrand, David Leonhard, Tobias Deußer, Thiago Bell Felix de Oliveira, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2023	B	`conf`	Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models. IEEE Big Data Tobias Deußer, David Leonhard, Lars Hillebrand, Armin Berger, Mohamed Khaled, Sarah Heiden, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	A New Aligned Simple German Corpus. CoRR Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
2022	J	`jnl`	Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision. CoRR Maurice Günder, Facundo Ramón Ispizua Yamati, Jana Kierdorf, Ribana Roscher, Anne-Katrin Mahlein, Christian Bauckhage
2022	J	`jnl`	Anonymization of German financial documents using neural network-based language models with contextual word representations. Int. J. Data Sci. Anal. David Biesner, Rajkumar Ramamurthy, Robin Stenzel, Max Lübbering, Lars Patrick Hillebrand, Anna Ladi, Maren Pielka, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Bounding open space risk with decoupling autoencoders in open set recognition. Int. J. Data Sci. Anal. Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022	—	`conf`	From Open Set Recognition Towards Robust Multi-class Classification. ICANN (3) Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Full Kullback-Leibler-Divergence Loss for Hyperparameter-free Label Distribution Learning. CoRR Maurice Günder, Nico Piatkowski, Christian Bauckhage
2022	J	`jnl`	Gradient Flows for L2 Support Vector Machine Training. CoRR Christian Bauckhage, Helen Schneider, Benjamin Wulff, Rafet Sifa
2022	J	`jnl`	Informed Pre-Training on Prior Knowledge. CoRR Laura von Rüden, Sebastian Houben, Kostadin Cvejoski, Christian Bauckhage, Nico Piatkowski
2022	J	`jnl`	Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. CoRR Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
2022	B	`conf`	KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. ICPR Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports. CoRR Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	C	`conf`	KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. ICMLA Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. CoRR Tobias Deußer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Predict better with less training data using a QNN. CoRR Barry D. Reese, Marek Kowalik, Christian Metzl, Christian Bauckhage, Eldar Sultanow
2022	J	`jnl`	QUBOs for Sorting Lists and Building Trees. CoRR Christian Bauckhage, Thore Gerlach, Nico Piatkowski
2022	B	`conf`	Quantum Circuit Evolution on NISQ Devices. CEC Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski
2022	J	`jnl`	Sicherheit von Quantum Machine Learning. Wirtschaftsinformatik Manag. Eldar Sultanow, Christian Bauckhage, Christian Knopf, Nico Piatkowski
2022	C	`conf`	Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis. ICMLA David Biesner, Thore Gerlach, Christian Bauckhage, Bernd Kliem, Rafet Sifa
2022	C	`conf`	Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. FUSION Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
2022	J	`jnl`	Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. CoRR Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
2022	C	`conf`	Towards Generating Financial Reports from Tabular Data Using Transformers. CD-MAKE Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa
2022	B	`conf`	Towards automating Numerical Consistency Checks in Financial Reports. IEEE Big Data Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Towards automating Numerical Consistency Checks in Financial Reports. CoRR Lars Patrick Hillebrand, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	—	`conf`	What can we expect from Quantum (Digital) Twins? Wirtschaftsinformatik Malik Amir, Christian Bauckhage, Alina M. Chircu, Christian Czarnecki, Christian Knopf, Nico Piatkowski, Eldar Sultanow
2021	B	`conf`	ALiBERT: improved automated list inspection (ALI) with BERT. DocEng Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rüdiger Loitz
2021	—	`conf`	An Optimization for Convolutional Network Layers Using the Viola-Jones Framework and Ternary Weight Networks. LION Rhys Agombar, Christian Bauckhage, Max Lübbering, Rafet Sifa
2021	—	`conf`	Automatic Indexing of Financial Documents via Information Extraction. SSCI Rajkumar Ramamurthy, Max Lübbering, Thiago Bell, Michael Gebauer, Bilge Ulusay, Daniel Uedelhoven, Tim Dilmaghani Khameneh, Rüdiger Loitz, Maren Pielka, Christian Bauckhage, Rafet Sifa
2021	B	`conf`	Decoupling Autoencoders for Robust One-vs-Rest Classification. DSAA Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021	J	`jnl`	Dynamic Review-based Recommenders. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Christian Bauckhage, César Ojeda
2021	J	`jnl`	Evolutionary Hierarchical Harvest Schedule Optimization for Food Waste Prevention. CoRR Maurice Günder, Nico Piatkowski, Laura von Rüden, Rafet Sifa, Christian Bauckhage
2021	J	`jnl`	Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM. Mach. Learn. Knowl. Extr. Lars Patrick Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa
2021	A*	`conf`	Learning Deep Generative Models for Queuing Systems. AAAI César Ojeda, Kostadin Cvejoski, Bogdan Georgiev, Christian Bauckhage, Jannis Schuecker, Ramsés J. Sánchez
2021	—	`ed.`	Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28 - October 1, 2021, Proceedings GCPR Christian Bauckhage, Juergen Gall, Alexander G. Schwing
2021	J	`jnl`	Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. CoRR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2021	J	`jnl`	Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization With Evolutionary Algorithms. IEEE Access Maurice Günder, Nico Piatkowski, Laura von Rüden, Rafet Sifa, Christian Bauckhage
2021	B	`conf`	Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. ESANN Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021	—	`conf`	Utilizing Representation Learning for Robust Text Classification Under Datasetshift. LWDA Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa
2020	A	`conf`	Adiabatic Quantum Computing for Max-Sum Diversification. SDM Christian Bauckhage, Rafet Sifa, Stefan Wrobel
2020	B	`conf`	Auto Encoding Explanatory Examples with Stochastic Paths. ICPR César Ojeda, Ramsés J. Sánchez, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Bogdan Georgiev
2020	B	`conf`	Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions. IDA Laura von Rüden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke
2020	B	`conf`	Decision Snippet Features. ICPR Pascal Welke, Fouad Alkhoury, Christian Bauckhage, Stefan Wrobel
2020	—	`conf`	From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders. ICANN (1) Max Lübbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage
2020	J	`jnl`	Gradient-free quantum optimization on NISQ devices. CoRR Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Nico Piatkowski, Christian Bauckhage
2020	—	`ch.`	Grundlagen des Maschinellen Lernens. Handbuch der Künstlichen Intelligenz Christian Bauckhage, Wolfgang Hübner, Ronny Hug, Gerhard Paaß, Stefan Rüping
2020	—	`conf`	Guided Reinforcement Learning via Sequence Learning. ICANN (2) Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020	—	`conf`	Hopfield Networks for Vector Quantization. ICANN (2) Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa
2020	C	`conf`	Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM. CD-MAKE Lars Patrick Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa
2020	J	`jnl`	Learning Syllogism with Euler Neural-Networks. CoRR Tiansi Dong, Chengjiang Li, Christian Bauckhage, Juanzi Li, Stefan Wrobel, Armin B. Cremers
2020	J	`jnl`	Matrix- and Tensor Factorization for Game Content Recommendation. Künstliche Intell. Rafet Sifa, Raheel Yawar, Rajkumar Ramamurthy, Christian Bauckhage, Kristian Kersting
2020	J	`jnl`	NLPGym - A toolkit for evaluating RL agents on Natural Language Processing Tasks. CoRR Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2020	—	`conf`	Novelty Discovery with Kernel Minimum Enclosing Balls. LION Rafet Sifa, Christian Bauckhage
2020	B	`conf`	Novelty-Guided Reinforcement Learning via Encoded Behaviors. IJCNN Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020	B	`conf`	Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. IJCNN Christian Bauckhage, Ramsés J. Sánchez, Rafet Sifa
2020	B	`conf`	Recurrent Point Review Models. IJCNN Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda
2020	J	`jnl`	Recurrent Point Review Models. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda
2020	B	`conf`	Shells within Minimum Enclosing Balls. DSAA Christian Bauckhage, Michael Bortz, Rafet Sifa
2020	B	`conf`	Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. ICPR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2020	—	`conf`	Supervised Autoencoder Variants for End to End Anomaly Detection. ICPR Workshops (2) Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2020	B	`conf`	Switching Dynamical Systems with Deep Neural Networks. ICPR César Ojeda, Bogdan Georgiev, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Ramsés J. Sánchez
2020	B	`conf`	Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. ICPR Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage
2020	—	`ch.`	Tiefe neuronale Netze. Handbuch der Künstlichen Intelligenz Christian Bauckhage, Wolfgang Hübner, Ronny Hug, Gerhard Paaß
2020	J	`jnl`	Towards Map-Based Validation of Semantic Segmentation Masks. CoRR Laura von Rüden, Tim Wirtz, Fabian Hüger, Jan David Schneider, Christian Bauckhage
2020	—	`ch.`	Vertrauenswürdiges, transparentes und robustesMaschinelles Lernen. Handbuch der Künstlichen Intelligenz Christian Bauckhage, Johannes Fürnkranz, Gerhard Paaß
2020	—	`conf`	tanh Neurons Are Bayesian Decision Makers. IntelliSys (3) Christian Bauckhage, Rafet Sifa, Dirk Hecker
2019	—	`conf`	A Community Detection Based Approach for Exploring Patterns in Player Reviews. IntelliSys (1) Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, César Ojeda, Christian Bauckhage
2019	B	`conf`	A Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking. DocEng Eduardo Brito, Rafet Sifa, Christian Bauckhage, Rüdiger Loitz, Uwe Lohmeier, Christin Pünt
2019	—	`conf`	A QUBO Formulation of the k-Medoids Problem. LWDA Christian Bauckhage, Nico Piatkowski, Rafet Sifa, Dirk Hecker, Stefan Wrobel
2019	—	`conf`	Echo State Networks for Named Entity Recognition. ICANN (Workshop) Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage
2019	—	`conf`	Imposing Category Trees Onto Word-Embeddings Using A Geometric Construction. ICLR (Poster) Tiansi Dong, Christian Bauckhage, Hailong Jin, Juanzi Li, Olaf Cremers, Daniel Speicher, Armin B. Cremers, Jörg Zimmermann
2019	—	`conf`	Improving Word Embeddings Using Kernel PCA. RepL4NLP@ACL Vishwani Gupta, Sven Giesselbach, Stefan Rüping, Christian Bauckhage
2019	J	`jnl`	Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning. CoRR Laura von Rüden, Sebastian Mayer, Jochen Garcke, Christian Bauckhage, Jannis Schücker
2019	J	`jnl`	Informed Machine Learning for Industry. ERCIM News Christian Bauckhage, Daniel Schulz, Dirk Hecker
2019	B	`conf`	Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls. DSAA Christian Bauckhage, Rafet Sifa
2019	—	`conf`	Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. ICANN (2) Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schücker, Stefan Wrobel
2019	—	`conf`	Max-Sum Dispersion via Quantum Annealing. LWDA Christian Bauckhage, Rafet Sifa, Dirk Hecker, Stefan Wrobel
2019	J	`jnl`	Notes on the Code Quality Culture on Jupyter (Notebooks). Softwaretechnik-Trends Daniel Speicher, Daniel Dong, Olaf Cremers, Christian Bauckhage, Armin B. Cremers
2019	—	`conf`	Patterns and Outliers in Temporal Point Processes. IntelliSys (1) César Ali Marin Ojeda, Kostadin Cvejoski, Rafet Sifa, Jannis Schücker, Christian Bauckhage
2019	—	`conf`	Prototypes Within Minimum Enclosing Balls. ICANN (Workshop) Christian Bauckhage, Rafet Sifa, Tiansi Dong
2019	—	`conf`	RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels. LWDA Eduardo Brito, Bogdan Georgiev, Daniel Domingo-Fernández, Charles Tapley Hoyt, Christian Bauckhage
2019	J	`jnl`	Recurrent Adversarial Service Times. CoRR César Ojeda, Kostadin Cvejosky, Ramsés J. Sánchez, Jannis Schücker, Bogdan Georgiev, Christian Bauckhage
2019	J	`jnl`	Recurrent Point Processes for Dynamic Review Models. CoRR Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Jannis Schuecker, Christian Bauckhage, César Ojeda
2019	B	`conf`	Towards Automated Auditing with Machine Learning. DocEng Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lübbering, Ulrich Nütten, Christian Bauckhage, Ulrich Warning, Benedikt Fürst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rüdiger Loitz
2019	—	`conf`	Towards Contradiction Detection in German: a Translation-Driven Approach. SSCI Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy, Anna Ladi, Lars Patrick Hillebrand, Christian Bauckhage
2019	J	`jnl`	Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification. CoRR Eduardo Brito, Max Lübbering, David Biesner, Lars Patrick Hillebrand, Christian Bauckhage
2019	A*	`conf`	Triple Classification Using Regions and Fine-Grained Entity Typing. AAAI Tiansi Dong, Zhigang Wang, Juanzi Li, Christian Bauckhage, Armin B. Cremers
2019	—	`conf`	Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch. GxG@CLIN Eduardo Brito, Rafet Sifa, Christian Bauckhage
2018	—	`conf`	Adiabatic Quantum Computing for Kernel k=2 Means Clustering. LWDA Christian Bauckhage, César Ojeda, Rafet Sifa, Stefan Wrobel
2018	—	`conf`	Customer Lifetime Value Prediction in Non-Contractual Freemium Settings: Chasing High-Value Users Using Deep Neural Networks and SMOTE. HICSS Rafet Sifa, Julian Runge, Christian Bauckhage, Daniel Klapper
2018	J	`jnl`	Growing Executable Code-Quality-Knowledge Organically. Softwaretechnik-Trends Daniel Speicher, Tiansi Dong, Christian Bauckhage, Armin B. Cremers
2018	—	`conf`	Informed Machine Learning Through Functional Composition. LWDA Christian Bauckhage, César Ojeda, Jannis Schücker, Rafet Sifa, Stefan Wrobel
2018	—	`conf`	Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation. AIIDE Rafet Sifa, Raheel Yawar, Rajkumar Ramamurthy, Christian Bauckhage
2018	J	`jnl`	Neural Conditional Gradients. CoRR Patrick Schramowski, Christian Bauckhage, Kristian Kersting
2018	—	`conf`	Policy Learning Using SPSA. ICANN (3) Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel
2018	—	`conf`	SPSA for Layer-Wise Training of Deep Networks. ICANN (3) Benjamin Wulff, Jannis Schücker, Christian Bauckhage
2018	—	`conf`	Simple Recurrent Neural Networks for Support Vector Machine Training. ICANN (3) Rafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage
2017	—	`conf`	A Neural Network Implementation of Frank-Wolfe Optimization. ICANN (1) Christian Bauckhage
2017	—	`conf`	Interpretable Matrix Factorization with Stochastic Nonnegative DEDICOM. LWDA Rafet Sifa, César Ojeda, Kostadin Cvejoski, Christian Bauckhage
2017	A	`conf`	Inverse Dynamical Inheritance in Stack Exchange Taxonomies. ICWSM César Ojeda, Kostadin Cvejoski, Rafet Sifa, Christian Bauckhage
2017	—	`conf`	Ising Models for Binary Clustering via Adiabatic Quantum Computing. EMMCVPR Christian Bauckhage, Eduardo Brito, Kostadin Cvejoski, César Ojeda, Rafet Sifa, Stefan Wrobel
2017	—	`conf`	KPCA Embeddings: An Unsupervised Approach to Learn Vector Representations of Finite Domain Sequences. LWDA Eduardo Brito, Rafet Sifa, Christian Bauckhage
2017	B	`conf`	Online k-Maxoids Clustering. DSAA Rafet Sifa, Christian Bauckhage
2017	J	`jnl`	The Slashdot Zoo: Mining a Social Network with Negative Edges. CoRR Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
2017	—	`conf`	Using Echo State Networks for Cryptography. ICANN (2) Rajkumar Ramamurthy, Christian Bauckhage, Krisztián Búza, Stefan Wrobel
2017	J	`jnl`	Using Echo State Networks for Cryptography. CoRR Rajkumar Ramamurthy, Christian Bauckhage, Krisztián Búza, Stefan Wrobel
2016	J	`jnl`	Collective Attention on the Web. Found. Trends Web Sci. Christian Bauckhage, Kristian Kersting
2016	J	`jnl`	Fast moving pedestrian detection based on motion segmentation and new motion features. Multim. Tools Appl. Shanshan Zhang, Dominik A. Klein, Christian Bauckhage, Armin B. Cremers
2016	—	`ch.`	Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants. Computational Sustainability Kristian Kersting, Christian Bauckhage, Mirwaes Wahabzada, Anne-Katrin Mahlein, Ulrike Steiner, Erich-Christian Oerke, Christoph Römer, Lutz Plümer
2016	—	`conf`	Predicting Retention in Sandbox Games with Tensor Factorization-based Representation Learning. CIG Rafet Sifa, Sridev Srikanth, Anders Drachen, César Ojeda, Christian Bauckhage
2016	J	`jnl`	Prediction of successful memory encoding based on single-trial rhinal and hippocampal phase information. NeuroImage Marlene Höhne, Amirhossein Jahanbekam, Christian Bauckhage, Nikolai Axmacher, Jürgen Fell
2016	J	`jnl`	Propagation kernels: efficient graph kernels from propagated information. Mach. Learn. Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting
2016	—	`conf`	Variable Attention and Variable Noise: Forecasting User Activity. LWDA César Ojeda, Kostadin Cvejoski, Rafet Sifa, Christian Bauckhage
2016	—	`conf`	k-Means Clustering via the Frank-Wolfe Algorithm. LWDA Christian Bauckhage
2015	J	`jnl`	Action recognition in still images by learning spatial interest regions from videos. Pattern Recognit. Lett. Abdalrahman Eweiwi, Muhammad Shahzad Cheema, Christian Bauckhage
2015	—	`conf`	Automatic mapping of human behavior data to personality model parameters for traffic simulations in virtual environments. CIG Steffen Kampmann, Sven Seele, Rainer Herpers, Peter Becker, Christian Bauckhage
2015	J	`jnl`	Clustering Game Behavior Data. IEEE Trans. Comput. Intell. AI Games Christian Bauckhage, Anders Drachen, Rafet Sifa
2015	A*	`conf`	Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation. IJCAI Fabian Hadiji, Martin Mladenov, Christian Bauckhage, Kristian Kersting
2015	J	`jnl`	Efficient Pedestrian Detection via Rectangular Features Based on a Statistical Shape Model. IEEE Trans. Intell. Transp. Syst. Shanshan Zhang, Christian Bauckhage, Armin B. Cremers
2015	J	`jnl`	Exploring Human Vision Driven Features for Pedestrian Detection. CoRR Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers
2015	J	`jnl`	Exploring Human Vision Driven Features for Pedestrian Detection. IEEE Trans. Circuits Syst. Video Technol. Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers
2015	J	`jnl`	High dimensional low sample size activity recognition using geometric classifiers. Digit. Signal Process. Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2015	A	`conf`	How Viral Are Viral Videos? ICWSM Christian Bauckhage, Fabian Hadiji, Kristian Kersting
2015	J	`jnl`	LEARNMINER - Advanced Analytics for eLearning. ERCIM News Christian Bauckhage, Markus Ketterl, Ulrich Nütten
2015	—	`conf`	Large-Scale Cross-Game Player Behavior Analysis on Steam. AIIDE Rafet Sifa, Anders Drachen, Christian Bauckhage
2015	J	`jnl`	Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks. CoRR Christian Bauckhage, Kristian Kersting, Fabian Hadiji
2015	B	`conf`	Modeling Sensation for an Intelligent Virtual Agent's Perception Process. IVA Tobias Haubrich, Sven Seele, Rainer Herpers, Christian Bauckhage, Peter Becker
2015	A	`conf`	Parameterizing the Distance Distribution of Undirected Networks. UAI Christian Bauckhage, Kristian Kersting, Fabian Hadiji
2015	—	`conf`	Predicting Purchase Decisions in Mobile Free-to-Play Games. AIIDE Rafet Sifa, Fabian Hadiji, Julian Runge, Anders Drachen, Kristian Kersting, Christian Bauckhage
2015	J	`jnl`	SGPD Volume Maximization for Community Detection. CoRR Kasra Manshaei, Christian Bauckhage
2015	J	`jnl`	The Age of Analytics. IEEE Trans. Comput. Intell. AI Games Christian Bauckhage, Anders Drachen, Christian Thurau
2015	A	`conf`	User Churn Migration Analysis with DEDICOM. RecSys Rafet Sifa, César Ojeda, Christian Bauckhage
2015	—	`conf`	k-Maxoids Clustering. LWA Christian Bauckhage, Rafet Sifa
2014	J	`jnl`	A Comparison of Methods for Player Clustering via Behavioral Telemetry. CoRR Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage
2014	J	`jnl`	A Note on Archetypal Analysis and the Approximation of Convex Hulls. CoRR Christian Bauckhage
2014	—	`conf`	A Purely Geometric Approach to Non-Negative Matrix Factorization. LWA Christian Bauckhage
2014	—	`conf`	A Stochastic Late Fusion Approach to Human Action Recognition in Unconstrained Images and Videos. GCPR Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2014	—	`conf`	Archetypal Game Recommender Systems. LWA Rafet Sifa, Christian Bauckhage, Anders Drachen
2014	—	`conf`	Beyond heatmaps: Spatio-temporal clustering using behavior-based partitioning of game levels. CIG Christian Bauckhage, Rafet Sifa, Anders Drachen, Christian Thurau, Fabian Hadiji
2014	B	`conf`	Center-Surround Contrast Features for Pedestrian Detection. ICPR Shanshan Zhang, Dominik Alexander Klein, Christian Bauckhage, Armin B. Cremers
2014	J	`jnl`	Characterizations and Kullback-Leibler Divergence of Gompertz Distributions. CoRR Christian Bauckhage
2014	—	`conf`	Collective attention to social media evolves according to diffusion models. WWW (Companion Volume) Christian Bauckhage, Kristian Kersting, Bashir Rastegarpanah
2014	J	`jnl`	Computing the Kullback-Leibler Divergence between two Generalized Gamma Distributions. CoRR Christian Bauckhage
2014	—	`conf`	Efficient Pose-Based Action Recognition. ACCV (5) Abdalrahman Eweiwi, Muhammed Shahzad Cheema, Christian Bauckhage, Juergen Gall
2014	B	`conf`	Erosion Band Features for Cell Phone Image Based Plant Disease Classification. ICPR Marion Neumann, Lisa Hallau, Benjamin Klatt, Kristian Kersting, Christian Bauckhage
2014	J	`jnl`	Human activity recognition by separating style and content. Pattern Recognit. Lett. Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2014	A*	`conf`	Informed Haar-Like Features Improve Pedestrian Detection. CVPR Shanshan Zhang, Christian Bauckhage, Armin B. Cremers
2014	B	`conf`	Kernel Archetypal Analysis for Clustering Web Search Frequency Time Series. ICPR Christian Bauckhage, Kasra Manshaei
2014	J	`jnl`	Künstliche Intelligenz für Computerspiele - Historische Entwicklung und aktuelle Trends. Inform. Spektrum Christian Bauckhage, Kristian Kersting, Christian Thurau
2014	—	`conf`	Learning Spatial Interest Regions from Videos to Inform Action Recognition in Still Images. LWA Abdalrahman Eweiwi, Shahzad Cheema, Christian Bauckhage
2014	J	`jnl`	Marginalizing over the PageRank Damping Factor. CoRR Christian Bauckhage
2014	—	`conf`	Predicting player churn in the wild. CIG Fabian Hadiji, Rafet Sifa, Anders Drachen, Christian Thurau, Kristian Kersting, Christian Bauckhage
2014	J	`jnl`	Propagation Kernels. CoRR Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting
2014	J	`jnl`	Strong Regularities in Growth and Decline of Popularity of Social Media Services. CoRR Christian Bauckhage, Kristian Kersting
2014	Misc	`conf`	Synthetic perception for intelligent virtual agents. CHI PLAY Tobias Haubrich, Sven Seele, Rainer Herpers, Christian Bauckhage, Peter Becker
2014	—	`conf`	The Playtime Principle: Large-scale cross-games interest modeling. CIG Rafet Sifa, Christian Bauckhage, Anders Drachen
2013	C	`conf`	A comparison of methods for player clustering via behavioral telemetry. FDG Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage
2013	—	`conf`	Archetypical motion: Supervised game behavior learning with Archetypal Analysis. CIG Rafet Sifa, Christian Bauckhage
2013	—	`conf`	Behavior evolution in Tomb Raider Underworld. CIG Rafet Sifa, Anders Drachen, Christian Bauckhage, Christian Thurau, Alessandro Canossa
2013	J	`jnl`	Can Computers Learn from the Aesthetic Wisdom of the Crowd? Künstliche Intell. Christian Bauckhage, Kristian Kersting
2013	J	`jnl`	Computing the Kullback-Leibler Divergence between two Weibull Distributions. CoRR Christian Bauckhage
2013	J	`jnl`	Data Mining and Pattern Recognition in Agriculture. Künstliche Intell. Christian Bauckhage, Kristian Kersting
2013	—	`conf`	Discriminative Joint Non-negative Matrix Factorization for Human Action Classification. GCPR Abdalrahman Eweiwi, Muhammad Shahzad Cheema, Christian Bauckhage
2013	J	`jnl`	Efficient Information Theoretic Clustering on Discrete Lattices. CoRR Christian Bauckhage, Kristian Kersting
2013	—	`conf`	Efficient Mesoscopic Simulations for Persistent Agents in 3D-Applications and Games. VS-GAMES Thomas Dettmar, Sven Seele, Rainer Herpers, Peter Becker, Christian Bauckhage
2013	J	`jnl`	Efficient Subframe Video Alignment Using Short Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. Georgios D. Evangelidis, Christian Bauckhage
2013	—	`ch.`	Game Data Mining. Game Analytics, Maximizing the Value of Player Data Anders Drachen, Christian Thurau, Julian Togelius, Georgios N. Yannakakis, Christian Bauckhage
2013	J	`jnl`	GeoDBLP: Geo-Tagging DBLP for Mining the Sociology of Computer Science CoRR Fabian Hadiji, Kristian Kersting, Christian Bauckhage, Babak Ahmadi
2013	—	`ch.`	Learning and Game AI. Artificial and Computational Intelligence in Games Hector Muñoz-Avila, Christian Bauckhage, Michal Bída, Clare Bates Congdon, Graham Kendall
2013	A	`conf`	Mathematical Models of Fads Explain the Temporal Dynamics of Internet Memes. ICWSM Christian Bauckhage, Kristian Kersting, Fabian Hadiji
2013	—	`ch.`	Pathfinding in Games. Artificial and Computational Intelligence in Games Adi Botea, Bruno Bouzy, Michael Buro, Christian Bauckhage, Dana S. Nau
2013	J	`jnl`	Spectral evolution in dynamic networks. Knowl. Inf. Syst. Jérôme Kunegis, Damien Fay, Christian Bauckhage
2012	J	`jnl`	Agriculture's Technological Makeover. IEEE Pervasive Comput. Christian Bauckhage, Kristian Kersting, Albrecht Schmidt
2012	C	`conf`	Cognitive Agents for Microscopic Traffic Simulations in Virtual Environments. ICEC Sven Seele, Rainer Herpers, Christian Bauckhage
2012	J	`jnl`	Cognitive Aspects of Traffic Simulations in Virtual Environments. Simul. Notes Eur. Sven Seele, Thomas Dettmar, Rainer Herpers, Christian Bauckhage, Peter Becker
2012	J	`jnl`	Descriptive matrix factorization for sustainability Adopting the principle of opposites. Data Min. Knowl. Discov. Christian Thurau, Kristian Kersting, Mirwaes Wahabzada, Christian Bauckhage
2012	A	`conf`	Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study. SDM Christian Thurau, Kristian Kersting, Christian Bauckhage
2012	A*	`conf`	Efficient Learning for Hashing Proportional Data. ICDM Zhao Xu, Kristian Kersting, Christian Bauckhage
2012	B	`conf`	Gait recognition by learning distributed key poses. ICIP Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2012	—	`conf`	Guns, swords and data: Clustering of player behavior in computer games in the wild. CIG Anders Drachen, Rafet Sifa, Christian Bauckhage, Christian Thurau
2012	—	`conf`	How players lose interest in playing a game: An empirical study based on distributions of total playing times. CIG Christian Bauckhage, Kristian Kersting, Rafet Sifa, Christian Thurau, Anders Drachen, Alessandro Canossa
2012	J	`jnl`	Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants CoRR Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Römer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer
2012	A	`conf`	Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants. UAI Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Römer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer
2012	J	`jnl`	Loveparade 2010: Automatic video analysis of a crowd disaster. Comput. Vis. Image Underst. Barbara Krausz, Christian Bauckhage
2012	—	`conf`	Matrix Factorization as Search. ECML/PKDD (2) Kristian Kersting, Christian Bauckhage, Christian Thurau, Mirwaes Wahabzada
2012	A*	`conf`	Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images. AAAI Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jens Leon, Lutz Plümer
2012	A	`conf`	Simplex Distributions for Embedding Data Matrices over Time. SDM Kristian Kersting, Mirwaes Wahabzada, Christoph Römer, Christian Thurau, Agim Ballvora, Uwe Rascher, Jens Leon, Christian Bauckhage, Lutz Plümer
2012	B	`conf`	Who is doing what? Simultaneous recognition of actions and actors. ICIP Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2011	—	`conf`	Action recognition by learning discriminative key poses. ICCV Workshops Shahzad Cheema, Abdalrahman Eweiwi, Christian Thurau, Christian Bauckhage
2011	—	`conf`	Analyzing pedestrian behavior in crowds for automatic detection of congestions. ICCV Workshops Barbara Krausz, Christian Bauckhage
2011	B	`conf`	Automatic detection of dangerous motion behavior in human crowds. AVSS Barbara Krausz, Christian Bauckhage
2011	J	`jnl`	Convex non-negative matrix factorization for massive datasets. Knowl. Inf. Syst. Christian Thurau, Kristian Kersting, Mirwaes Wahabzada, Christian Bauckhage
2011	—	`conf`	Efficient and Robust Alignment of Unsynchronized Video Sequences. DAGM-Symposium Georgios D. Evangelidis, Christian Bauckhage
2011	A	`conf`	Insights into Internet Memes. ICWSM Christian Bauckhage
2011	A	`conf`	More influence means less work: fast latent dirichlet allocation by influence scheduling. CIKM Mirwaes Wahabzada, Kristian Kersting, Anja Pilz, Christian Bauckhage
2011	—	`conf`	Temporal key poses for human action recognition. ICCV Workshops Abdalrahman Eweiwi, Shahzad Cheema, Christian Thurau, Christian Bauckhage
2010	C	`conf`	A Probabilistic Diffusion Scheme for Anomaly Detection on Smartphones. WISTP Tansu Alpcan, Christian Bauckhage, Aubrey-Derrick Schmidt
2010	B	`conf`	Action Recognition in Videos Using Nonnegative Tensor Factorization. ICPR Barbara Krausz, Christian Bauckhage
2010	B	`conf`	Adapting Information Theoretic Clustering to Binary Images. ICPR Christian Bauckhage, Christian Thurau
2010	B	`conf`	Age Recognition in the Wild. ICPR Christian Bauckhage, Amirhossein Jahanbekam, Christian Thurau
2010	—	`conf`	Analyzing the Evolution of Social Groups in World of Warcraft CIG Christian Thurau, Christian Bauckhage
2010	—	`conf`	Convex NMF on Non-Convex Massiv Data. LWA Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, Christian Bauckhage
2010	J	`jnl`	Detecting Trends in Social Bookmarking Systems: A del.icio.us Endeavor. Int. J. Data Warehous. Min. Robert Wetzker, Carsten Zimmermann, Christian Bauckhage
2010	—	`conf`	Group Evolution Patterns in World of Warcraft. GI Jahrestagung (2) Christian Thurau, Christian Bauckhage
2010	C	`conf`	Hierarchical Convex NMF for Clustering Massive Data. ACML Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, Christian Bauckhage
2010	A	`conf`	I tag, you tag: translating tags for advanced user models. WSDM Robert Wetzker, Carsten Zimmermann, Christian Bauckhage, Sahin Albayrak
2010	B	`conf`	Malware Detection on Mobile Devices Using Distributed Machine Learning. ICPR Ashkan Sharifi Shamili, Christian Bauckhage, Tansu Alpcan
2010	A	`conf`	Network growth and the spectral evolution model. CIKM Jérôme Kunegis, Damien Fay, Christian Bauckhage
2010	B	`conf`	Reverse Indexing for Reading Graffiti Tags. ICPR Christian Thurau, Christian Bauckhage
2010	B	`conf`	The Good, the Bad, and the Ugly: Predicting Aesthetic Image Labels. ICPR Yaowen Wu, Christian Bauckhage, Christian Thurau
2010	B	`conf`	The Snippet Statistics of Font Recognition. ICPR Jakub Lidke, Christian Thurau, Christian Bauckhage
2010	A	`conf`	Yes we can: simplex volume maximization for descriptive web-scale matrix factorization. CIKM Christian Thurau, Kristian Kersting, Christian Bauckhage
2009	—	`conf`	A distributed machine learning framework. CDC Tansu Alpcan, Christian Bauckhage
2009	C	`conf`	Adaptive wireless services for augmented environments. MobiQuitous Xing Liu, Tansu Alpcan, Christian Bauckhage
2009	—	`conf`	Archetypal Images in Large Photo Collections. ICSC Christian Thurau, Christian Bauckhage
2009	J	`jnl`	Automatic detection of abnormal gait. Image Vis. Comput. Christian Bauckhage, John K. Tsotsos, Frank E. Bunn
2009	A*	`conf`	Convex Non-negative Matrix Factorization in the Wild. ICDM Christian Thurau, Kristian Kersting, Christian Bauckhage
2009	—	`conf`	Investigating CAPTCHAs Based on Visual Phenomena. INTERACT (2) Anja B. Naumann, Thomas Franke, Christian Bauckhage
2009	—	`conf`	MALADY: A Machine Learning-Based Autonomous Decision-Making System for Sensor Networks. CSE (2) Sudha Krishnamurthy, Geethapriya Thamilarasu, Christian Bauckhage
2009	—	`conf`	Making Archetypal Analysis Practical. DAGM-Symposium Christian Bauckhage, Christian Thurau
2009	J	`jnl`	Subspace manifold learning with sample weights. Image Vis. Comput. Nathan Mekuz, Christian Bauckhage, John K. Tsotsos
2009	A*	`conf`	The slashdot zoo: mining a social network with negative edges. WWW Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
2008	—	`conf`	08391 Group Summary - Mining for Social Serendipity. Social Web Communities Alexandre Passant, Ian Mulvany, Peter Mika, Nicolas Maisonneuve, Alexander Löser, Ciro Cattuto, Christian Bizer, Christian Bauckhage, Harith Alani
2008	B	`conf`	A discrete-time parallel update algorithm for distributed learning. ICPR Tansu Alpcan, Christian Bauckhage
2008	C	`conf`	A lightweight biometric signature scheme for user authentication over networks. SecureComm Tansu Alpcan, Sinan Kesici, Daniel Bicher, Mehmet Kivanç Mihçak, Christian Bauckhage, Seyit Ahmet Çamtepe
2008	B	`conf`	Alternative similarity functions for graph kernels. ICPR Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
2008	B	`conf`	Detecting trends in social bookmarking systems using a probabilistic generative model and smoothing. ICPR Robert Wetzker, Till Plumbaum, Alexander Korth, Christian Bauckhage, Tansu Alpcan, Florian Metze
2008	—	`conf`	Image Tagging Using PageRank over Bipartite Graphs. DAGM-Symposium Christian Bauckhage
2008	B	`conf`	Image retrieval and Web 2.0 - where can we go from here? ICIP Christian Bauckhage, Tansu Alpcan, Robert Wetzker, Winfried Umbrath
2008	B	`conf`	Integral correlograms and probabilistic diffusion for image tagging. ICIP Christian Bauckhage
2008	A	`conf`	Modeling Collaborative Similarity with the Signed Resistance Distance Kernel. ECAI Jérôme Kunegis, Stephan Schmidt, Sahin Albayrak, Christian Bauckhage, Martin Mehlitz
2008	B	`conf`	Probabilistic Diffusion Classifiers for Object Detection. ICPR Christian Bauckhage
2008	—	`conf`	Tailoring Taxonomies for Efficient Text Categorization and Expert Finding. Web Intelligence/IAT Workshops Robert Wetzker, Winfried Umbrath, Leonhard Hennig, Christian Bauckhage, Tansu Alpcan, Florian Metze
2008	J	`jnl`	The visual active memory perspective on integrated recognition systems. Image Vis. Comput. Christian Bauckhage, Sven Wachsmuth, Marc Hanheide, Sebastian Wrede, Gerhard Sagerer, Gunther Heidemann, Helge J. Ritter
2007	Misc	`conf`	A Fast, Feature-based Cluster Algorithm for Information Retrieval. IRI Martin Mehlitz, Christian Bauckhage, Sahin Albayrak
2007	B	`conf`	A new evaluation measure for information retrieval systems. SMC Martin Mehlitz, Christian Bauckhage, Jérôme Kunegis, Sahin Albayrak
2007	—	`conf`	An Efficient Ontology-Based Expert Peering System. GbRPR Tansu Alpcan, Christian Bauckhage, Sachin Agarwal
2007	B	`conf`	An intelligent knowledge sharing system for web communities. SMC Christian Bauckhage, Tansu Alpcan, Sachin Agarwal, Florian Metze, Robert Wetzker, Milena Ilic, Sahin Albayrak
2007	—	`conf`	An unsupervised hierarchical approach to document categorization. Web Intelligence Robert Wetzker, Tansu Alpcan, Christian Bauckhage, Winfried Umbrath, Sahin Albayrak
2007	J	`jnl`	Bayesian imitation learning in game characters. Int. J. Intell. Syst. Technol. Appl. Christian Thurau, Tobias Paczian, Gerhard Sagerer, Christian Bauckhage
2007	A	`conf`	Distance-Free Image Retrieval Based on Stochastic Diffusion over Bipartite Graphs. BMVC Christian Bauckhage
2007	C	`conf`	Extracting Salient Points and Parts of Shapes Using Modified CAIP Christian Bauckhage
2007	J	`jnl`	Learning Human Behavior from Analyzing Activities in Virtual Environments. MMI Interakt. Christian Bauckhage, Bernard Gorman, Christian Thurau, Mark Humphrys
2007	—	`conf`	Robust Tensor Classifiers for Color Object Recognition. ICIAR Christian Bauckhage
2007	—	`conf`	Tensor-Based Filter Design using Kernel Ridge Regression. ICIP (4) Christian Bauckhage
2007	—	`conf`	The "Spree" Expert Finding System. ICSC Florian Metze, Christian Bauckhage, Tansu Alpcan
2007	C	`conf`	Towards 3D Internet: Why, What, and How? CW Tansu Alpcan, Christian Bauckhage, Evangelos Kotsovinos
2006	—	`conf`	Applying Ensembles of Multilinear Classifiers in the Frequency Domain. CVPR (1) Christian Bauckhage, Thomas Käster, John K. Tsotsos
2006	—	`conf`	Bayesian Imitation of Human Behavior in Interactive Computer Games. ICPR (1) Bernard Gorman, Christian Thurau, Christian Bauckhage, Mark Humphrys
2006	—	`conf`	Believability Testing and Bayesian Imitation in Interactive Computer Games. SAB Bernard Gorman, Christian Thurau, Christian Bauckhage, Mark Humphrys
2006	—	`conf`	Benefits of Separable, Multilinear Discriminant Classification. ICPR (3) Christian Bauckhage, Thomas Käster
2006	—	`conf`	Benefits of Separable, Multilinear Discriminant Classification. ICPR (4) Christian Bauckhage, Thomas Käster
2006	—	`conf`	Classification of Team Behaviors in Sports Video Games. ICPR (1) Christian Thurau, Thomas Hettenhausen, Christian Bauckhage
2006	—	`conf`	Fast Learning for Customizable Head Pose Recognition in Robotic Wheelchair Control. FGR Christian Bauckhage, Thomas Käster, Andrei M. Rotenstein
2006	—	`conf`	Fast, Illumination Insensitive Face Detection Based on Multilinear Techniques and Curvature Features. ICPR (1) Christian Bauckhage, Thomas Käster
2006	B	`conf`	Tree-Based Signatures for Shape Classification. ICIP Christian Bauckhage
2006	A	`conf`	Usability Evaluation for Image Retrieval Beyond Desktop Applications. ICME Thomas Käster, Michael Pfeiffer, Christian Bauckhage
2005	—	`conf`	Bayesian Imitation Learning in Game Characters. ALaRT Christian Thurau, Tobias Paczian, Gerhard Sagerer, Christian Bauckhage
2005	—	`conf`	Bounding box splitting for robust shape classification. ICIP (2) Christian Bauckhage, John K. Tsotsos
2005	B	`conf`	Combining environmental cues & head gestures to interact with wearable devices. ICMI Marc Hanheide, Christian Bauckhage, Gerhard Sagerer
2005	—	`conf`	Detecting Abnormal Gait. CRV Christian Bauckhage, John K. Tsotsos, Frank E. Bunn
2005	—	`conf`	Face Recognition with Weighted Locally Linear Embedding. CRV Nathan Mekuz, Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Image Space I ICIAR Christian Bauckhage, John K. Tsotsos
2005	C	`conf`	Separable Linear Classifiers for Online Learning in Appearance Based Object Detection. CAIP Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Separable Linear Discriminant Classification. DAGM-Symposium Christian Bauckhage, John K. Tsotsos
2005	—	`conf`	Towards manifold learning for gamebot behavior modeling. Advances in Computer Entertainment Technology Christian Thurau, Christian Bauckhage
2005	J	`jnl`	Vision Systems with the Human in the Loop. EURASIP J. Adv. Signal Process. Christian Bauckhage, Marc Hanheide, Sebastian Wrede, Thomas Käster, Michael Pfeiffer, Gerhard Sagerer
2004	—	`conf`	A Cognitive Vision System for Action Recognition in Office Environments. CVPR (2) Christian Bauckhage, Marc Hanheide, Sebastian Wrede, Gerhard Sagerer
2004	—	`conf`	An XML Based Framework for Cognitive Vision Architectures. ICPR (1) Sebastian Wrede, Jannik Fritsch, Christian Bauckhage, Gerhard Sagerer
2004	J	`jnl`	From Image Features To Symbols And Vice Versa - Using Graphs To Loop Data- And Model-Driven Processing In Visual Assembly Recognition. Int. J. Pattern Recognit. Artif. Intell. Christian Bauckhage, Elke Braun, Gerhard Sagerer
2004	—	`conf`	Integration Frameworks for Large Scale Cognitive Vision Systems - An Evaluative Study. ICPR (1) Sebastian Wrede, Christian Bauckhage, Gerhard Sagerer, Wolfgang Ponweiser, Markus Vincze
2004	J	`jnl`	Intelligent Navigation in Image Databases. Künstliche Intell. Thomas Käster, Michael Pfeiffer, Christian Bauckhage, Gerhard Sagerer
2004	—	`conf`	Memory Consistency Validation in a Cognitive Vision System. ICPR (2) Marc Hanheide, Christian Bauckhage, Gerhard Sagerer
2004	—	`conf`	Mosaics from Arbitrary Stereo Video Sequences. DAGM-Symposium Nicolas Gorges, Marc Hanheide, William J. Christmas, Christian Bauckhage, Gerhard Sagerer, Josef Kittler
2004	—	`conf`	Synthesizing Movements for Computer Game Characters. DAGM-Symposium Christian Thurau, Christian Bauckhage, Gerhard Sagerer
2003	C	`conf`	A Structural Framework for Assembly Modeling and Recognition. CAIP Christian Bauckhage, Franz Kummert, Gerhard Sagerer
2003	—	`conf`	Combining Self Organizing Maps and Multilayer Perceptrons to Learn Bot-Behaviour for a Commercial Game. GAME-ON Christian Thurau, Christian Bauckhage, Gerhard Sagerer
2003	B	`conf`	Combining speech and haptics for intuitive and efficient navigation through image databases. ICMI Thomas Käster, Michael Pfeiffer, Christian Bauckhage
2003	—	`conf`	Learning Human-Like Opponent Behavior for Interactive Computer Games. DAGM-Symposium Christian Bauckhage, Christian Thurau, Gerhard Sagerer
2002	—	`—`	A structural framework for assembly modeling and recognition Christian Bauckhage
2002	B	`conf`	Evaluating Integrated Speech- and Image Understanding. ICMI Christian Bauckhage, Jannik Fritsch, Katharina J. Rohlfing, Sven Wachsmuth, Gerhard Sagerer
2001	—	`conf`	An integrated system for cooperative man-machine interaction. CIRA Christian Bauckhage, Gernot A. Fink, Jannik Fritsch, Franz Kummert, Frank Lömker, Gerhard Sagerer, Sven Wachsmuth
2001	—	`conf`	Integrating Recognition Paradigms in a Multiple-Path Architecture. ICAPR Gerhard Sagerer, Christian Bauckhage, Elke Braun, Gunther Heidemann, Franz Kummert, Helge J. Ritter, Daniel Schlüter
2001	—	`conf`	Memorizing Visual Knowledge for Assembly Process Monitoring. DAGM-Symposium Christian Bauckhage, Jannik Fritsch, Gerhard Sagerer
2000	J	`jnl`	Evaluation of Interest Point Detectors. Int. J. Comput. Vis. Cordelia Schmid, Roger Mohr, Christian Bauckhage
2000	—	`conf`	Grammars and Discourse Theory to Describe and Recognize Mechanical Assemblies. SSPR/SPR Christian Bauckhage, Susanne Kronenberg, Franz Kummert, Gerhard Sagerer
2000	—	`conf`	Structure and Process: Learning of Visual Models and Construction Plans for Complex Objects. Sensor Based Intelligent Robots Gerhard Sagerer, Christian Bauckhage, Elke Braun, Jannik Fritsch, Franz Kummert, Frank Lömker, Sven Wachsmuth
1999	J	`jnl`	Erkennung von Aggregaten aus Struktur und Handlung. Künstliche Intell. Christian Bauckhage, Jannik Fritsch, Gerhard Sagerer
1998	A*	`conf`	Comparing and Evaluating Interest Points. ICCV Cordelia Schmid, Roger Mohr, Christian Bauckhage