| 2026 | CaiSE | Towards Decision Support Systems for Cost-Effective and Energy-Efficient AI Operations in Data Centers. | Hannah Stein, Sabine Janzen, Cicy K. Agnes, Duc Trung Ninh, Wolfgang Maass |
| 2025 | CaiSE | FEDWELL: Life-long federated user and mental modeling for health and well-being. | Sabine Janzen, Prajvi Saxena, Cicy Agnes, Muhammad Ebad Ullah Khan, Amr Gomaa, Michael Feld, Andr Zenner, Pascal Lessel, Julian Wolter, Florian Daiber, Rafael Math, Niko Kleer, Tim Schwartz, Antonio Krger, Wolfgang Maass |
| 2025 | CaiSE | ESCADE: Energy-efficient Artificial Intelligence for Cost-effective and Sustainable Data Centers. | Sabine Janzen, Hannah Stein, Katharina Trinley, Cicy Agnes, Vaibhav Jain, Karan Rajeshkar, Nirav Shenoy, Anika Rusch, Sujatro Ghosh, Wolfgang Maass |
| 2025 | ER | ROMY: Risk-Optimized Mobility Through Graph-Based Prediction. | Sabine Janzen, Kanav Avasthi, Behkam Fallah, Hannah Stein, Wolfgang Maass |
| 2025 | NAACL | Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models. | Prajvi Saxena, Sabine Janzen, Wolfgang Maass |
| 2024 | ICIS | Semantic Priming via Knowledge graphs to analyze and treat language model's Honest Lies. | Cicy Kuriakose Agnes, Maxx Richard Rahman, Wolfgang Maass |
| 2024 | ICIS | Unleashing the Unpredictable: Generating Context-Driven Synthetic Black Swans. | Lotfy H. Abdel Khaliq, Sabine Janzen, Wolfgang Maass |
| 2024 | ICIS | Analysing the Unseen: Leveraging Data Analytics to Combat the Societal Challenge of Doping in Sports. | Maxx Richard Rahman, Lotfy H. Abdel Khaliq, Thomas Piper, Hans Geyer, Tristan Equey, Norbert Baume, Reid Aikin, Wolfgang Maass |
| 2024 | IJCAI | REAVER: Real-time Earthquake Prediction with Attention-based Sliding-Window Spectrograms. | Lotfy H. Abdel Khaliq, Sabine Janzen, Wolfgang Maass |
| 2024 | IJCAI | SACNN: Self Attention-based Convolutional Neural Network for Fraudulent Behaviour Detection in Sports. | Maxx Richard Rahman, Lotfy H. Abdel Khaliq, Thomas Piper, Hans Geyer, Tristan Equey, Norbert Baume, Reid Aikin, Wolfgang Maass |
| 2024 | NAACL | Newspaper Signaling for Crisis Prediction. | Prajvi Saxena, Sabine Janzen, Wolfgang Maass |
| 2023 | ER | QUASIM: Quantum computing enhanced service ecosystem for simulation in manufacturing. | Ankit Agrawal, Hannah Stein, Sascha Xu, Sabine Janzen, Wolfgang Maass |
| 2023 | ER | PAIRS - Privacy-aware, intelligent and resilient crisis management. | Sabine Janzen, Agbodzea P. Ahiagble, Lotfy H. Abdel Khaliq, Natalie Gdanitz, Prajvi Saxena, Prathvish Mithare, Denys Skrytskyi, Wolfgang Maass |
| 2023 | ER | Decoding resilience: A graph-based approach for organizational resilience assessment (short paper). | Sabine Janzen, Amin Harig, Natalie Gdanitz, Hannah Stein, Nurten ksz-Kster, Wolfgang Maass |
| 2022 | ICIS | AI Explainability: Embedding Conceptual Models. | Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey |
| 2022 | ICIS | Data Analytics for Uncovering Fraudulent Behaviour in Elite Sports. | Maxx Richard Rahman, Thomas Piper, Hans Geyer, Tristan Equey, Norbert Baume, Reid Aikin, Wolfgang Maass |
| 2021 | CaiSE | From Mental Models to Machine Learning Models via Conceptual Models. | Wolfgang Maass, Veda C. Storey, Roman Lukyanenko |
| 2020 | ICIS | A Situation-specific Smart Retail Service Based On Vital Signs. | Nurten ksz, Wolfgang Maass |
| 2020 | ISVC | CD | Sascha Xu, Jan Bauer, Benjamin Axmann, Wolfgang Maass |
| 2018 | ER | Inductive Discovery by Machine Learning for Identification of Structural Models. | Wolfgang Maass, Iaroslav Shcherbatyi |
| 2018 | ICIS | A Data-analytical System to Predict Therapy Success for Obese Children. | Nurten ksz, Iaroslav Shcherbatyi, Tobias Kowatsch, Wolfgang Maass |
| 2018 | ICLR | Deep Rewiring: Training very sparse deep networks. | Guillaume Bellec, David Kappel, Wolfgang Maass, Robert Legenstein |
| 2017 | IJCNN | Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. | Sebastian Schmitt, Johann Klhn, Guillaume Bellec, Andreas Grbl, Maurice Gttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Mller, Paul Mller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Ren Schffny, Johannes Schemmel, Karlheinz Meier |
| 2017 | ISCAS | Pattern representation and recognition with accelerated analog neuromorphic systems. | Mihai A. Petrovici, Sebastian Schmitt, Johann Klhn, Robert D. St. Louis, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grbl, Maurice Gttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Mller, Paul Mller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Ren Schffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier |
| 2016 | ACL | Finding the Middle Ground - A Model for Planning Satisficing Answers. | Sabine Janzen, Wolfgang Maass, Tobias Kowatsch |
| 2015 | ER | Logical Design Patterns for Information System Development Problems. | Wolfgang Maass, Veda C. Storey |
| 2015 | NLDB | Towards Benevolent Sales Assistants in Retailing Scenarios. | Sabine Janzen, Wolfgang Maass |
| 2014 | ER | Recall of Concepts and Relationships Learned by Conceptual Models: The Impact of Narratives, General-Purpose, and Pattern-Based Conceptual Grammars. | Wolfgang Maass, Veda C. Storey |
| 2012 | ER | An Integrated Conceptual Model to Incorporate Information Tasks in Workflow Models. | Sandeep Purao, Wolfgang Maass, Veda C. Storey, Bernard J. Jansen, Madhu C. Reddy |
| 2012 | ICANN | Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a Ball. | Dimitri Probst, Wolfgang Maass, Henry Markram, Marc-Oliver Gewaltig |
| 2011 | ER | Effects of External Conceptual Models and Verbal Explanations on Shared Understanding in Small Groups. | Wolfgang Maass, Veda C. Storey, Tobias Kowatsch |
| 2011 | GI | Designing ubiquitous information systems based on conceptual models. | Sabine Janzen, Andreas Filler, Wolfgang Maass |
| 2011 | KES | Representation and Reuse of Design Knowledge: An Application for Sales Call Support. | Julian R. Eichhoff, Wolfgang Maass |
| 2009 | ICML | Learning complex motions by sequencing simpler motion templates. | Gerhard Neumann, Wolfgang Maass, Jan Peters |
| 2007 | CiE | Liquid Computing. | Wolfgang Maass |
| 2007 | GI | Integration of Standardized and Non-Standardized Product Data. | Wolfgang Maass, Matthias Lampe |
| 2006 | GI | Towards an Infrastructure for Semantically Annotated Physical Products. | Wolfgang Maass, Andreas Filler |
| 2006 | ICALP | Energy Complexity and Entropy of Threshold Circuits. | Kei Uchizawa, Rodney J. Douglas, Wolfgang Maass |
| 2002 | ICANN | Reducing Communication for Distributed Learning in Neural Networks. | Peter Auer, Harald Burgsteiner, Wolfgang Maass |
| 2002 | ICANN | On the Computational Power of Neural Microcircuit Models: Pointers to the Literature. | Wolfgang Maass |
| 1999 | ESANN | Fast analog computation in networks of spiking neurons using unreliable synapses. | Thomas Natschlger, Wolfgang Maass |
| 1998 | ICONIP | Models for Fast Analog Computation with Spiking Neurons. | Wolfgang Maass |
| 1998 | MFCS | On the Role of Time and Space in Neural Computation. | Wolfgang Maass |
| 1997 | ALT | On the Relevance of Time in Neural Computation and Learning. | Wolfgang Maass |
| 1997 | COLT | On the Complexity of Learning for a Spiking Neuron (Extended Abstract). | Wolfgang Maass, Michael Schmitt |
| 1996 | COLT | Learning of Depth Two Neural Networks with Constant Fan-In at the Hidden Nodes (Extended Abstract). | Peter Auer, Stephen Kwek, Wolfgang Maass, Manfred K. Warmuth |
| 1995 | ICML | Theory and Applications of Agnostic PAC-Learning with Small Decision Trees. | Peter Auer, Robert C. Holte, Wolfgang Maass |
| 1995 | ICML | Efficient Learning with Virtual Threshold Gates. | Wolfgang Maass, Manfred K. Warmuth |
| 1994 | COLT | Efficient Agnostic PAC-Learning with Simple Hypothesis. | Wolfgang Maass |
| 1993 | COLT | On the Complexity of Function Learning. | Peter Auer, Philip M. Long, Wolfgang Maass, Gerhard J. Woeginger |
| 1993 | STOC | Bounds for the computational power and learning complexity of analog neural nets. | Wolfgang Maass |
| 1992 | COLT | On-line Learning of Rectangles. | Zhixiang Chen, Wolfgang Maass |
| 1991 | COLT | Fast Identification of Geometric Objects with Membership Queries. | William J. Bultman, Wolfgang Maass |
| 1991 | COLT | On-Line Learning with an Oblivious Environment and the Power of Randomization. | Wolfgang Maass |
| 1991 | FOCS | On the Computational Power of Sigmoid versus Boolean Threshold Circuits | Wolfgang Maass, Georg Schnitger, Eduardo D. Sontag |
| 1991 | WI | Constraint-basierte Verarbeitung graphischen Wissens. | Winfried Graf, Wolfgang Maass |
| 1990 | COLT | On the Complexity of Learning from Counterexamples and Membership Queries (abstract). | Wolfgang Maass, Gyrgy Turn |
| 1990 | FOCS | On the Complexity of Learning from Counterexamples and Membership Queries | Wolfgang Maass, Gyrgy Turn |
| 1989 | FCT | Extensional Properties of Sets of Time Bounded Complexity (Extended Abstract). | Wolfgang Maass, Theodore A. Slaman |
| 1989 | FOCS | On the Complexity of Learning From Counterexamples (Extended Abstract) | Wolfgang Maass, Gyrgy Turn |
| 1988 | ICALP | The Complexity of Matrix Transposition on One-Tape Off-Line Turing Machines with Output Tape. | Martin Dietzfelbinger, Wolfgang Maass |
| 1988 | STOC | On the Communication Complexity of Graph Properties | Andrs Hajnal, Wolfgang Maass, Gyrgy Turn |
| 1987 | FOCS | Threshold circuits of bounded depth | Andrs Hajnal, Wolfgang Maass, Pavel Pudlk, Mario Szegedy, Gyrgy Turn |
| 1987 | STOC | Two Tapes Are Better than One for Off-Line Turing Machines | Wolfgang Maass, Georg Schnitger, Endre Szemerdi |
| 1986 | FOCS | Meanders, Ramsey Theory and Lower Bounds for Branching Programs | Noga Alon, Wolfgang Maass |
| 1984 | STOC | Quadratic Lower Bounds for Deterministic and Nondeterministic One-Tape Turing Machines (Extended Abstract) | Wolfgang Maass |
| 1984 | STACS | Approximation Schemes for Covering and Packing Problems in Robotics and VLSI. | Dorit S. Hochbaum, Wolfgang Maass |