Artificial Intelligence

1. Front Matter

   Pages i-x

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2. Early Detection of Sepsis Induced Deterioration Using Machine Learning

   • Francesco Dal Canton, Vincent M. Quinten, Marco A. Wiering

   Pages 1-15

3. Deriving Formulas for Integer Sequences Using Inductive Programming

   • Les De Ridder, Thijs Vercammen

   Pages 16-24

4. All or In-cloud: How the Identification of Six Types of Anomalies Is Affected by the Discretization Method

   • Ralph Foorthuis

   Pages 25-42

5. Topic Modeling for Exploring Cancer-Related Coverage in Journalistic Texts

   • Naomi Hariman, Marjolein de Vries, Ionica Smeets

   Pages 43-51

6. Model Selection for Multi-directional Ensemble of Regression and Classification Trees

   • Evgeniya Korneva, Hendrik Blockeel

   Pages 52-64

7. Finding Dissimilar Explanations in Bayesian Networks: Complexity Results

   • Johan Kwisthout

   Pages 65-72

8. Beyond Local Nash Equilibria for Adversarial Networks

   • Frans A. Oliehoek, Rahul Savani, Jose Gallego, Elise van der Pol, Roderich Groß

   Pages 73-89

9. Deep Multi-agent Reinforcement Learning in a Homogeneous Open Population

   • Roxana Rădulescu, Manon Legrand, Kyriakos Efthymiadis, Diederik M. Roijers, Ann Nowé

   Pages 90-105

10. Computing and Predicting Winning Hands in the Trick-Taking Game of Klaverjas

    • Jan N. van Rijn, Frank W. Takes, Jonathan K. Vis

    Pages 106-120

11. Style Transfer of Abstract Drum Patterns Using a Light-Weight Hierarchical Autoencoder

    • Mark Voschezang

    Pages 121-137

12. Assessing the Potential of Classical Q-learning in General Game Playing

    • Hui Wang, Michael Emmerich, Aske Plaat

    Pages 138-150

13. Visual Rationalizations in Deep Reinforcement Learning for Atari Games

    • Laurens Weitkamp, Elise van der Pol, Zeynep Akata

    Pages 151-165

14. Back Matter

    Pages 167-167

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This book contains a selection of the best papers of the 30th Benelux Conference on Artificial Intelligence, BNAIC 2018, held in ‘s-Hertogenbosch, The Netherlands, in November 2018. 
The 9 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 31 submissions. They address various aspects of artificial intelligence such as natural language processing, agent technology, game theory, problem solving, machine learning, human-agent interaction, AI and education, and data analysis.

• artificial intelligence
• decision trees
• learning algorithms
• random forests
• reinforcement learning

• Tilburg University, Tilburg, The Netherlands

  Martin Atzmueller

• Eindhoven University of Technology, Eindhoven, The Netherlands

  Wouter Duivesteijn

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