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Artificial Intelligence

30th Benelux Conference, BNAIC 2018, ‘s-Hertogenbosch, The Netherlands, November 8–9, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Martin Atzmueller

    1. Tilburg University, Tilburg, The Netherlands

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    You can also search for this editor in PubMed   Google Scholar

  2. Wouter Duivesteijn

    1. Eindhoven University of Technology, Eindhoven, The Netherlands

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1021)

Included in the following conference series:

Conference proceedings info: BNAIC 2018.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  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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Other volumes

  1. Artificial Intelligence

Keywords

About this book

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.

Editors and Affiliations

  • Tilburg University, Tilburg, The Netherlands

    Martin Atzmueller

  • Eindhoven University of Technology, Eindhoven, The Netherlands

    Wouter Duivesteijn

Bibliographic Information

  • Book Title: Artificial Intelligence

  • Book Subtitle: 30th Benelux Conference, BNAIC 2018, ‘s-Hertogenbosch, The Netherlands, November 8–9, 2018, Revised Selected Papers

  • Editors: Martin Atzmueller, Wouter Duivesteijn

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-030-31978-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-31977-9Published: 25 September 2019

  • eBook ISBN: 978-3-030-31978-6Published: 24 September 2019

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: X, 167

  • Number of Illustrations: 18 b/w illustrations, 46 illustrations in colour

  • Topics: Artificial Intelligence, Data Mining and Knowledge Discovery

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