Jef Plochaet and Toon Goedemé | Towards Automatic Proctoring of Online Exams Using Video Anomaly Detection |
Paul Wallbott, Sascha Grollmisch and Thomas Köllmer | Examining speaker and keyword uniqueness: Partitioning keyword spotting datasets for federated learning with the largest differencing method |
Amber Cassimon, Liam Hertoghs, Simon Vanneste, Phil Reiter, Kevin Mets, Tom De Schepper, Siegfried Mercelis and Peter Hellinckx | Predicting Image Classifier Performance Using the Synthetic Petri Dish Method |
Britt Schmitz and Marc Ponsen | Change Detection of Land Use: A Deep Learning Case-Study |
Tobias Glasmachers | Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM! |
Wai Wong, Walter Schaeken and Joost Vennekens | On the importance of experimental psychology for explainable artificial intelligence |
Arnon Vandenberghe, Lyse Naomi Wamba Momo, Vincent Scheltjens and Bart De Moor | Multimodal Deep Learning for Early Length of Stay Prediction using Patient Similarity Embeddings |
Daimy Van Caudenberg and Bart Bogaerts | Static Symmetry and Dominance Breaking for Pseudo-Boolean Optimization |
Astrid Vanneste, Thomas Somers, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis and Peter Hellinckx | Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning |
Pierre Carbonnelle, Simon Vandevelde, Joost Vennekens and Marc Denecker | IDP-Z3: a reasoning engine for FO(.) |
Elena Congeduti and Frans Oliehoek | A Cross-Field Review of State Abstraction for Markov Decision Processes |
Jean Dessain | Improving the prediction of asset returns with machine learning by using a custom loss function |
Marco Loog and Tom Viering | A Survey of Learning Curves with Bad Behavior: or How More Data Need Not Lead to Better Performance |
Luc Steels and Lara Verheyen | Quantifying the contribution of different knowledge sources in text understanding |
Rodi Laanen, Maedeh Nasri, Richard van Dijk, Mitra Baratchi, Alexander Koutamanis and Carolien Rieffe | Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology |
Isel Grau, Michiel de Hoop, Ana Glaser, Gonzalo Nápoles and Remco Dijkman | Semiconductor Demand Forecasting using Long Short-term Cognitive Networks |
Yochem van Rosmalen, Florian van der Steen, Sebastiaan Jans and Daan van der Weijden | Bursting the Burden Bubble? An Assessment of Sharma et al.’s Counterfactual-Based Fairness Metric |
Stijn Rotman and Boris Čule | Forecasting Electric Vehicle Supply Equipment Availability |
Victoria Catalán Pastor, Elena Congeduti, Aleksander Czechowski and Frans A. Oliehoek | Overcoming Traffic Sensors Malfunctions with Deep Learning |
Zhiyi Chen, Marco Loog and Jesse H. Krijthe | Explaining Two Strange Learning Curves |
Ozgur Taylan Turan, David M.J. Tax and Marco Loog | When MAML Learns Quickly, Does It Generalize Well? |
Suzana Bašić, Marcio Fuckner and Pascal Wiggers | Explainable Misinformation Detection from Text: A Critical Look |
Sander van Donkelaar, Lois Daamen, Paul Andel, Ralf Zoetekouw and Sharon Ong | Superpixel-based Context Restoration for Self-supervised Pancreas Segmentation from CT scans |
Merlijn Krale, Thiago Simão and Nils Jansen | The Value of Measuring in Q-learning for Markov Decision Processes |
Rastislav Hronsky and Emmanuel Keuleers | Does the Choice of a Segmentation Algorithm Affect the Performance of Text Classifiers? |
Carla Wrede, Mark Winands and Anna Wilbik | Linguistic Summaries as Explanation Mechanism for Classification Problems |
Raphaela Butz, Arjen Hommersom, Marco Barenkamp and Hans van Ditmarsch | One counterfactual does not make an explanation |
Gadzhi Musaev, Kevin Mets, Tom De Schepper, Peter Hellinckx, Rokas Tamošiūnas and Vadim Uvarov | On-Device Deep Learning Location Category Inference Model |
Johan Kwisthout | Expanding Bayesian networks |
Arya Tri Prabawa, Merel Jung, Kostas Stoitsas, Werner Liebregts and Itır Önal Ertuğrul | Predicting Probability of Investment Based on Investor’s Facial Expression in a Startup Funding Pitch |
Deniz Ezgi Kurt and Egberdien van der Peijl | Is this art? A trans-disciplinary study of metadata in AI using the categorisation of 'artists' writing’ coined by the Art and Language Group (1968 - ). |
Kshitij Goyal, Wannes Meert, Hendrik Blockeel, Elia Van Wolputte, Koen Vanderstraeten, Wouter Pijpops and Kurt Jaspers | Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming |
Nico Roos | Specificity and context dependent preferences in argumentation systems |
Paul Keuren, Marc Ponsen and Ayoub Bagheri | WordGraph2Vec: Combining domain knowledge with embeddings |
Louis Bagot, Kevin Mets, Tom De Schepper and Steven Latré | A Case for Feature-Based Successor Features for Transfer in Reinforcement Learning |
Matthias Hutsebaut-Buysse, Kevin Mets, Tom De Schepper and Steven Latre | Structured Exploration Through Instruction Enhancement for Object Navigation |
Thi Hoang Anh Tran, Malina Lara Wiesner and Maurice van Keulen | Influence of discretization granularity on learning classification models |
Yuko Kato, David Tax and Marco Loog | A view on model misspecification in uncertainty quantification |
Ya Song, Laurens Bliek and Yingqian Zhang | Algorithm Selection for Traveling Salesman Problem with Simplified PointNet++ |
Abdo Abouelrous, Yingqian Zhang and Laurens Bliek | Digital Twin Applications in Urban Logistics: An Overview |
Rolf Starre, Marco Loog and Frans Oliehoek | Model-Based Reinforcement Learning with State Abstraction: A Survey |
Joseph Mietkiewicz and Anders Madsen | Improvement of the fine tuning algorithm for naïve Bayes |
Gianluca Bontempi | Between accurate prediction and poor decision making: the AI/ML gap (position paper) |
Salima Lamsiyah and Christoph Schommer | A Comparative Study of Sentence Embeddings for Unsupervised Extractive Multi-Document Summarization |