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ORCID33rd BNAIC / 29th BENELEARN 2021: Esch-sur-Alzette, Luxembourg - Selected Papers
- Luis A. Leiva
, Cédric Pruski, Réka Markovich, Amro Najjar, Christoph Schommer:
Artificial Intelligence and Machine Learning - 33rd Benelux Conference on Artificial Intelligence, BNAIC/Benelearn 2021, Esch-sur-Alzette, Luxembourg, November 10-12, 2021, Revised Selected Papers. Communications in Computer and Information Science 1530, Springer 2022, ISBN 978-3-030-93841-3
Annotating Data
- Pieter Floris Jacobs, Gideon Maillette de Buy Wenniger, Marco A. Wiering, Lambert Schomaker:
Active Learning for Reducing Labeling Effort in Text Classification Tasks. 3-29 - François Robinet, Raphaël Frank:
Refining Weakly-Supervised Free Space Estimation Through Data Augmentation and Recursive Training. 30-45 - Martijn Oldenhof, Adam Arany, Yves Moreau, Jaak Simm:
Self-labeling of Fully Mediating Representations by Graph Alignment. 46-65
Recognizing Objects
- Akash Singh, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré:
Task Independent Capsule-Based Agents for Deep Q-Learning. 69-85 - Mattias Billast, Tom De Schepper, Kevin Mets, Peter Hellinckx, José Oramas, Steven Latré:
Object Detection with Semi-supervised Adversarial Domain Adaptation for Real-Time Edge Devices. 86-102
Explaining Outcomes
- Ouren X. Kuiper, Martin van den Berg, Joost van der Burgt, Stefan Leijnen:
Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities. 105-119 - Benjamin Kap, Marharyta Aleksandrova, Thomas Engel:
The Effect of Noise Level on the Accuracy of Causal Discovery Methods with Additive Noise Models. 120-140 - Augustijn de Boer, Ron Hommelsheim, David Leeftink:
A Bayesian Framework for Evaluating Evolutionary Art. 141-152
Understanding Language
- Niels J. Rouws, Svitlana Vakulenko, Sophia Katrenko:
Dutch SQuAD and Ensemble Learning for Question Answering from Labour Agreements. 155-169 - Vinu Ellampallil Venugopal, P. Sreenivasa Kumar:
Verbalizing but Not Just Verbatim Translations of Ontology Axioms. 170-186 - Zhao Yang, Mike Preuss, Aske Plaat:
Transfer Learning and Curriculum Learning in Sokoban. 187-200
Reinforcing Decisions
- Emmanuel Kieffer, Frédéric Pinel, Thomas Meyer, Georges Gloukoviezoff, Hakan Lucius, Pascal Bouvry:
Proximal Policy Optimisation for a Private Equity Recommitment System. 203-217 - Nicky Lenaers, Martijn van Otterlo:
Regular Decision Processes for Grid Worlds. 218-238 - Gaoyuan Liu, Joris De Winter, Bram Vanderborght, Ann Nowé, Denis Steckelmacher:
MoveRL: To a Safer Robotic Reinforcement Learning Environment. 239-253
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