| 2022 | Deep Neural Networks for Geometric Shape Deformation. | Aida Farahani, Julien Vitay, Fred H. Hamker |
| 2022 | Cognitive Learning Agents for Autonomous Mobility on Demand Systems. | mer Ibrahim Erduran |
| 2022 | Imitation Learning of Logical Program Policies for Multi-Agent Reinforcement Learning. | Manuel Eberhardinger, Johannes Maucher, Setareh Maghsudi |
| 2022 | NeuralPDE: Modelling Dynamical Systems from Data. | Andrzej Dulny, Andreas Hotho, Anna Krause |
| 2022 | Social Network Analysis and Co-Occurrence: Identifying the Gaps. | Jens Drpinghaus |
| 2022 | Unsupervised Alignment of Distributional Word Embeddings. | Assatou Diallo, Johannes Frnkranz |
| 2022 | Enabling Supervised Machine Learning Through Data Pooling: A Case Study with Small and Medium-Sized Enterprises in the Service Industry. | Leonhard Czarnetzki, Fabian Kainz, Fabian Lchler, Catherine Laflamme, Daniel Bachlechner |
| 2022 | Assessing the Performance Gain on Retail Article Categorization at the Expense of Explainability and Resource Efficiency. | Eduardo Brito, Vishwani Gupta, Eric Hahn, Sven Giesselbach |
| 2022 | Communicating Safety of Planned Paths via Optimally-Simple Explanations. | Noel Brindise, Cedric Langbort |
| 2022 | The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. | Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2022 | Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning. | Omair Shahzad Bhatti, Michael Barz, Daniel Sonntag |
| 2022 | An Implementation of Nonmonotonic Reasoning with System W. | Christoph Beierle, Jonas Haldimann, Daniel Kollr, Kai Sauerwald, Leon Schwarzer |
| 2022 | Lattice Theoretical Analysis of Dung-style AFs - Information and Reachability Order. | Ringo Baumann, Christopher Harmen Penndorf |
| 2022 | Formalizing Cognitive Biases in Diagnostic Reasoning. | Dominik Battefeld, Stefan Kopp |
| 2022 | From Common Sense Reasonig to Neural Network Models: a Conditional and Multi-preferential Approach for Explainability and Neuro-Symbolic Integration. | Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupr |
| 2021 | A High-Speed Neural Architecture Search Considering the Number of Weights. | Fuyuka Yamada, Satoki Tsuji, Hiroshi Kawaguchi, Atsuki Inoue, Yasufumi Sakai |
| 2021 | A Brief Introduction Into Activation-Based Conditional Inference. | Marco Wilhelm, Diana Howey, Gabriele Kern-Isberner, Kai Sauerwald, Christoph Beierle |
| 2021 | An Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm. | Marcel Wienbst, Maciej Liskiewicz |
| 2021 | Recent Advances in Counting and Sampling Markov Equivalent DAGs. | Marcel Wienbst, Max Bannach, Maciej Liskiewicz |
| 2021 | Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning Show. | Katharina Weitz, Ruben Schlagowski, Elisabeth Andr |
| 2021 | An Agent Architecture for Knowledge Discovery and Evolution. | Tezira Wanyana, Deshendran Moodley |
| 2021 | Learning to Detect Adversarial Examples Based on Class Scores. | Tobias Uelwer, Felix Michels, Oliver De Candido |
| 2021 | Deductive vs. Inductive Instructions: Evaluating the Predictive Powers of Cognitive Models for Conditional Reasoning. | Sara Todorovikj, Marco Ragni |
| 2021 | BehavE: Behaviour Understanding Through Automated Generation of Situation Models. | Teodor Stoev, Kristina Y. Yordanova |
| 2021 | Negation in Cognitive Reasoning. | Claudia Schon, Sophie Siebert, Frieder Stolzenburg |