| Menno Oudshoorn, Timo Koppenberg and Neil Yorke-Smith | Optimisation of Annual Planned Rail Maintenance (Article Abstract) |
| Daniel Daza, Michael Cochez and Paul Groth | SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning |
| Benjamin Rombaut, Joris Roels and Yvan Saeys | BioSegment: Active Learning segmentation for 3D electron microscopy imaging |
| Romana Pernisch, Daniele Dell'Aglio, Mirko Serbak, Rafael Gonçalves and Abraham Bernstein | Visualising the Effects of Ontology Changes and Studying their Understanding with ChImp |
| Florent Delgrange, Ann Nowé and Guillermo A. Pérez | Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes |
| Ksenija Stepanovic, Jichen Wu, Rob Everhardt and Mathijs de Weerdt | Unlocking the Flexibility of District Heating Pipeline Energy Storage with Reinforcement Learning |
| Alejandro Morales-Hernández, Gonzalo Nápoles, Agnieszka Jastrzębska, Yamisleydi Salgueiro Sicilia and Koen Vanhoof | Online learning of windmill time series using Long Short-term Cognitive Networks |
| Bojian Yin, Federico Corradi and Sander Bohte | Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks |
| Emre Erdogan, Frank Dignum, Rineke Verbrugge and Pinar Yolum | Computational Theory of Mind for Human-Agent Collaboration |
| Sho Cremers, Valentin Robu, Daan Hofman, Titus Naber, Kawin Zheng and Sonam Norbu | Efficient Methods for Approximating the Shapley Value for Asset Sharing in Energy Communities (Encore Abstract) |
| Grigory Neustroev, Sytze Andringa, Remco Verzijlbergh and Mathijs de Weerdt | Deep Reinforcement Learning for Active Wake Control |
| Steven Michiels, Lynn Houthuys, Cédric De Schryver, Frederik Vogeler and Frederik Desplentere | Machine learning for automated quality control in injection moulding manufacturing |
| Floris Geerts, Jasper Steegmans and Jan Van den Bussche | On the expressive power of message-passing neural networks as global feature map transformers |
| Dimitrios Iliadis, Bernard De Baets and Willem Waegeman | DeepMTP: a Python-based deep learning framework for multi-target prediction |
| Nele Albers, Mark A. Neerincx, Kristell M. Penfornis and Willem-Paul Brinkman | Using a Virtual Coach to Quit Smoking: 14 Themes for User Needs |
| Azqa Nadeem and Sicco Verwer | SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting (Encore abstract) |
| Dimitrios Alivanistos, Max Berrendorf, Michael Cochez and Michael Galkin | Query Embedding on Hyper-Relational Knowledge Graphs |
| Conor F Hayes, Timothy Verstraeten, Diederik M. Roijers, Enda Howley and Patrick Mannion | Expected scalarised returns dominance: a new solution concept for multi-objective decision making |
| Loan Ho, Somjit Arch-Int, Erman Acar, Stefan Schlobach and Ngamnij Arch-Int | An Argumentative Approach for Handling Inconsistency in Prioritized Datalog± Ontologies |
| Thomas Mortier, Eyke Hüllermeier, Krzysztof Dembczyński and Willem Waegeman | Set-valued prediction in hierarchical classification |
| Oliver Urs Lenz, Daniel Peralta and Chris Cornelis | Optimised one-class classification performance |
| Nicolas Dewolf, Bernard De Baets and Willem Waegeman | Valid prediction intervals for regression problems |
| Felix Mohr, Tom Viering, Marco Loog and Jan van Rijn | LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks |
| Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi and Walter Daelemans | Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model |
| Afsana Khan, Marijn ten Thij and Anna Wilbik | Communication-Efficient Vertical Federated Learning |
| Floris den Hengst, Vincent François-Lavet, Mark Hoogendoorn and Frank van Harmelen | Reinforcement Learning with Option Machines |
| Michiel van der Meer, Catholijn Jonker and Pradeep Kumar Murukannaiah | HyEnA: Hybrid Intelligence for Argument Mining |
| Bert Bredeweg and Marco Kragten | Requirements and challenges for hybrid intelligence: A case-study in education |
| Daniël Vos and Sicco Verwer | Robust Optimal Classification Trees against Adversarial Examples |
| Arne Gevaert and Yvan Saeys | PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition |
| Konstantinos Theodorakos, Mauricio Agudelo, Joachim Schreurs, Johan Suykens and Bart De Moor | Ozone forecasting across Belgium with co-evolutionary Neural Architecture Search |
| Conor F Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel Ramos, Marcello Restelli, Peter Vamplew and Diederik M. Roijers | Abstract: A Practical Guide to Multi-Objective Reinforcement Learning and Planning |
| Jens Nevens, Jonas Doumen, Paul Van Eecke and Katrien Beuls | Language Acquisition through Intention Reading and Pattern Finding |