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Artificial Intelligence. ECAI 2023 International Workshops

XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2024

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Editors:
  1. Sławomir Nowaczyk

    1. Halmstad University, Halmstad, Sweden

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  2. Przemysław Biecek

    1. Warsaw University of Technology, Warsaw, Poland

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  3. Neo Christopher Chung

    1. Warsaw University, Warsaw, Poland

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  4. Mauro Vallati

    1. University of Huddersfield, Huddersfield, UK

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  5. Paweł Skruch

    1. AGH University of Science and Technology, Kraków, Poland

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  6. Joanna Jaworek-Korjakowska

    1. AGH University of Science and Technology, Kraków, Poland

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  7. Simon Parkinson

    1. University of Huddersfield, Huddersfield, UK

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  8. Alexandros Nikitas

    1. University of Huddersfield, Huddersfield, UK

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  9. Martin Atzmüller

    1. Universität Osnabrück, Osnabrück, Germany

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  10. Tomáš Kliegr

    1. University of Economics Prague, Prague, Czech Republic

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  11. Ute Schmid

    1. University of Bamberg, Bamberg, Germany

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  12. Szymon Bobek

    1. Jagiellonian University, Kraków, Poland

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  13. Nada Lavrac

    1. Jožef Stefan Institute, Ljubljana, Slovenia

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  14. Marieke Peeters

    1. HU University of Applied Sciences Utrecht, Utrecht, The Netherlands

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  15. Roland van Dierendonck

    1. Rotterdam University of Applied Sciences, Rotterdam, The Netherlands

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  16. Saskia Robben

    1. Amsterdam University of Applied Sciences, Amsterdam, The Netherlands

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  17. Eunika Mercier-Laurent

    1. University of Reims Champagne-Ardenne, Reims, France

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  18. Gülgün Kayakutlu

    1. Istanbul Technical University, Istanbul, Türkiye

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  19. Mieczyslaw Lech Owoc

    1. Wroclaw University of Economics and Business, Wrocław, Poland

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  20. Karl Mason

    1. University of Galway, Galway, Ireland

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  21. Abdul Wahid

    1. University of Galway, Galway, Ireland

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  22. Pierangela Bruno

    1. University of Calabria, Rende, Italy

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  23. Francesco Calimeri

    1. University of Calabria, Rende, Italy

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  24. Francesco Cauteruccio

    1. Marche Polytechnic University, Ancona, Italy

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  25. Giorgio Terracina

    1. University of Calabria, Rende, Italy

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  26. Diedrich Wolter

    1. University of Bamberg, Bamberg, Germany

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  27. Jochen L. Leidner

    1. Coburg University of Applied Sciences, Coburg, Germany

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  28. Michael Kohlhase

    1. FAU Erlangen-Nürnberg, Erlangen, Germany

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  29. Vania Dimitrova

    1. University of Leeds, Leeds, UK

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1948)

Included in the following conference series:

Conference proceedings info: ECAI 2023.

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About this book

This volume constitutes the refereed proceedings presented at the international workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, which was held in Kraków, Poland, in September-October 2023. The papers in this volume were presented at the following workshops: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI.

Keywords

Table of contents (44 papers)

  1. Front Matter

    Pages i-xix
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  2. SEDAMI

    1. Front Matter

      Pages 1-3
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    2. Leveraging Graph Embedding for Opinion Leader Detection in Dynamic Social Networks

      • Yunming Hui, Mel Chekol, Shihan Wang
      Pages 5-22

    3. Post–mining on Association Rule Bases

      • Dietmar Seipel, Marcel Waleska, Daniel Weidner, Sven Rausch, Martin Atzmueller
      Pages 23-35

    4. Improving Understandability of Explanations with a Usage of Expert Knowledge

      • Maciej Szelążek, Szymon Bobek, Grzegorz J. Nalepa
      Pages 36-47

    5. Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values

      • Iwona Grabska-Gradzińska, Maciej Szelążek, Szymon Bobek, Grzegorz J. Nalepa
      Pages 48-59

  3. RAAIT

    1. Front Matter

      Pages 61-64
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    2. Complying with the EU AI Act

      • Jacintha Walters, Diptish Dey, Debarati Bhaumik, Sophie Horsman
      Pages 65-75

    3. Trust in Artificial Intelligence: Exploring the Influence of Model Presentation and Model Interaction on Trust in a Medical Setting

      • Tina Wünn, Danielle Sent, Linda W. P. Peute, Stefan Leijnen
      Pages 76-86

    4. Improving Adoption of AI Impact Assessment in the Media Sector

      • Floor Schukking, Levi Verhoef, Tina Mioch, Coert van Gemeren, Huib Aldewereld
      Pages 87-92

    5. MindSet: A Bias-Detection Interface Using a Visual Human-in-the-Loop Workflow

      • Senthuran Kalananthan, Alexander Kichutkin, Ziyao Shang, András Strausz, Francisco Javier Sanguino Bautiste, Mennatallah El-Assady
      Pages 93-105

    6. Empirical Research on Ensuring Ethical AI in Fraud Detection of Insurance Claims: A Field Study of Dutch Insurers

      • Martin van den Berg, Julie Gerlings, Jenia Kim
      Pages 106-114

    7. Random Sample as a Pre-pilot Evaluation of Benefits and Risks for AI in Public Sector

      • Steven Vethman, Marianne Schaaphok, Marissa Hoekstra, Cor Veenman
      Pages 115-126

  4. AI4S

    1. Front Matter

      Pages 127-131
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    2. Go-Explore for Residential Energy Management

      • Junlin Lu, Patrick Mannion, Karl Mason
      Pages 133-139

    3. Remote Learning Technologies in Achieving the Fourth Sustainable Development Goal

      • Iwona Chomiak-Orsa, Klaudia Smolag
      Pages 140-147

    4. Fairlearn Parity Constraints for Mitigating Gender Bias in Binary Classification Models – Comparative Analysis

      • Andrzej Małowiecki, Iwona Chomiak-Orsa
      Pages 148-154

    5. AI in Accelerating the Creation of Renewable Energy Sources. Bibliometric Analysis

      • Iwona Chomiak-Orsa, Andrzej Greńczuk, Kamila Łuczak, Estera Piwoni-Krzeszowska
      Pages 155-162

    6. The Use of Semantic Networks for the Categorization of Prosumers

      • Iwona Chomiak-Orsa, Andrzej Greńczuk, Kamila Łuczak, Dorota Jelonek
      Pages 163-169

    7. Automatic Coral Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring

      • Ouassine Younes, Zahir Jihad, Conruyt Noël, Kayal Mohsen, A. Martin Philippe, Chenin Eric et al.
      Pages 170-177
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Other volumes

  1. Emerging Challenges in Intelligent Management Information Systems

  2. Artificial Intelligence. ECAI 2023 International Workshops

  3. Artificial Intelligence. ECAI 2023 International Workshops

Editors and Affiliations

  • Halmstad University, Halmstad, Sweden

    Sławomir Nowaczyk

  • Warsaw University of Technology, Warsaw, Poland

    Przemysław Biecek

  • Warsaw University, Warsaw, Poland

    Neo Christopher Chung

  • University of Huddersfield, Huddersfield, UK

    Mauro Vallati, Simon Parkinson, Alexandros Nikitas

  • AGH University of Science and Technology, Kraków, Poland

    Paweł Skruch, Joanna Jaworek-Korjakowska

  • Universität Osnabrück, Osnabrück, Germany

    Martin Atzmüller

  • University of Economics Prague, Prague, Czech Republic

    Tomáš Kliegr

  • University of Bamberg, Bamberg, Germany

    Ute Schmid, Diedrich Wolter

  • Jagiellonian University, Kraków, Poland

    Szymon Bobek

  • Jožef Stefan Institute, Ljubljana, Slovenia

    Nada Lavrac

  • HU University of Applied Sciences Utrecht, Utrecht, The Netherlands

    Marieke Peeters

  • Rotterdam University of Applied Sciences, Rotterdam, The Netherlands

    Roland van Dierendonck

  • Amsterdam University of Applied Sciences, Amsterdam, The Netherlands

    Saskia Robben

  • University of Reims Champagne-Ardenne, Reims, France

    Eunika Mercier-Laurent

  • Istanbul Technical University, Istanbul, Türkiye

    Gülgün Kayakutlu

  • Wroclaw University of Economics and Business, Wrocław, Poland

    Mieczyslaw Lech Owoc

  • University of Galway, Galway, Ireland

    Karl Mason, Abdul Wahid

  • University of Calabria, Rende, Italy

    Pierangela Bruno, Francesco Calimeri, Giorgio Terracina

  • Marche Polytechnic University, Ancona, Italy

    Francesco Cauteruccio

  • Coburg University of Applied Sciences, Coburg, Germany

    Jochen L. Leidner

  • FAU Erlangen-Nürnberg, Erlangen, Germany

    Michael Kohlhase

  • University of Leeds, Leeds, UK

    Vania Dimitrova

Bibliographic Information

  • Book Title: Artificial Intelligence. ECAI 2023 International Workshops

  • Book Subtitle: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part II

  • Editors: Sławomir Nowaczyk, Przemysław Biecek, Neo Christopher Chung, Mauro Vallati, Paweł Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomáš Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, … Vania Dimitrova

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-50485-3

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-50484-6Published: 25 January 2024

  • eBook ISBN: 978-3-031-50485-3Published: 24 January 2024

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XIX, 473

  • Number of Illustrations: 20 b/w illustrations, 101 illustrations in colour

  • Topics: Artificial Intelligence, Computer Systems Organization and Communication Networks, Computer Applications, Software Engineering/Programming and Operating Systems, Theory of Computation

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