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© 2020

ECML PKDD 2020 Workshops

Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings

  • Irena Koprinska
  • Michael Kamp
  • Annalisa Appice
  • Corrado Loglisci
  • Luiza Antonie
  • Albrecht Zimmermann
  • Riccardo Guidotti
  • Özlem Özgöbek
  • Rita P. Ribeiro
  • Ricard Gavaldà
  • João Gama
  • Linara Adilova
  • Yamuna Krishnamurthy
  • Pedro M. Ferreira
  • Donato Malerba
  • Ibéria Medeiros
  • Michelangelo Ceci
  • Giuseppe Manco
  • Elio Masciari
  • Zbigniew W. Ras
  • Peter Christen
  • Eirini Ntoutsi
  • Erich Schubert
  • Arthur Zimek
  • Anna Monreale
  • Przemyslaw Biecek
  • Salvatore Rinzivillo
  • Benjamin Kille
  • Andreas Lommatzsch
  • Jon Atle Gulla
Conference proceedings ECML PKDD 2020

Part of the Communications in Computer and Information Science book series (CCIS, volume 1323)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Fifth Workshop on Data Science for Social Good (SoGood 2020)

    1. Front Matter
      Pages 1-7
    2. Hendrik Santoso Sugiarto, Ee-Peng Lim
      Pages 9-25
    3. Juan de Benedetti, Namir Oues, Zhenchen Wang, Puja Myles, Allan Tucker
      Pages 38-47
    4. Seyed Erfan Sajjadi, Barbara Draghi, Lucia Sacchi, Arianna Dagliani, John Holmes, Allan Tucker
      Pages 48-61
    5. Soumajyoti Sarkar, Hamidreza Alvari
      Pages 75-91
  3. Workshop on Parallel, Distributed and Federated Learning (PDFL 2020)

    1. Front Matter
      Pages 109-111
    2. Lukas Heppe, Michael Kamp, Linara Adilova, Danny Heinrich, Nico Piatkowski, Katharina Morik
      Pages 129-144
  4. Second Workshop on Machine Learning for Cybersecurity (MLCS 2020)

    1. Front Matter
      Pages 145-147
    2. Abdelkader Lahmadi, Alexis Duque, Nathan Heraief, Julien Francq
      Pages 149-164
    3. Alexandre Araujo, Laurent Meunier, Rafael Pinot, Benjamin Negrevergne
      Pages 165-177
    4. Mark Patrick Roeling, Azqa Nadeem, Sicco Verwer
      Pages 178-204
    5. Narendra Singh, Harsh Kasyap, Somanath Tripathy
      Pages 205-219
  5. Ninth International Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2020)

    1. Front Matter
      Pages 221-224
    2. Michelangelo Ceci, Angelo Impedovo, Antonio Pellicani
      Pages 237-248

Other volumes

  1. ECML PKDD 2020 Workshops
    Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
  2. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I
  3. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part II
  4. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III
  5. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part IV
  6. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part V

About these proceedings

Introduction

This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020. Due to the COVID-19 pandemic the conference and workshops were held online. 

The 43 papers presented in volume were carefully reviewed and selected from numerous submissions. The volume presents the papers that have been accepted for the following workshops: 5th Workshop on Data Science for Social Good, SoGood 2020; Workshop on Parallel, Distributed and Federated Learning, PDFL 2020; Second Workshop on Machine Learning for Cybersecurity, MLCS 2020, 9th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2020, Workshop on Data Integration and Applications, DINA 2020, Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2020, Second  International Workshop  on  eXplainable  Knowledge  Discovery in  Data Mining, XKDD 2020; 8th International Workshop on News Recommendation and Analytics, INRA 2020. 

The papers from INRA 2020 are published open access and licensed under the terms of the Creative Commons Attribution 4.0 International License.

Keywords

artificial intelligence computer hardware computer networks computer security computer systems correlation analysis cryptography data mining data security databases information retrieval machine learning network protocols network security neural networks privacy signal processing telecommunication systems theoretical computer science

Editors and affiliations

  1. 1.University of SydneySydneyAustralia
  2. 2.Monash UniversityClaytonAustralia
  3. 3.University of Bari Aldo MoroBariItaly
  4. 4.University of Bari Aldo MoroBariItaly
  5. 5.University of GuelphGuelphCanada
  6. 6.University of Caen NormandyCaenFrance
  7. 7.University of PisaPisaItaly
  8. 8.Norwegian University of Science and TechnologyTrondheimNorway
  9. 9.University of PortoPortoPortugal
  10. 10.UPC BarcelonaTechBarcelonaSpain
  11. 11.University of PortoPortoPortugal
  12. 12.Fraunhofer IAISSt. AugustinGermany
  13. 13.Royal Holloway University of LondonEghamUK
  14. 14.University of LisbonLisbonPortugal
  15. 15.University of Bari Aldo MoroBariItaly
  16. 16.University of LisbonLisbonPortugal
  17. 17.University of Bari Aldo MoroBariItaly
  18. 18.ICAR-CNRRendeItaly
  19. 19.University of Naples Federico IINaplesItaly
  20. 20.University of North CarolinaCharlotteUSA
  21. 21.Australian National UniversityCanberraAustralia
  22. 22.Leibniz University HannoverHannoverGermany
  23. 23.Technical University of DortmundDortmundGermany
  24. 24.University of Southern DenmarkOdenseDenmark
  25. 25.University of PisaPisaItaly
  26. 26.Warsaw University of TechnologyWarsawPoland
  27. 27.ISTI-CNRPISAItaly
  28. 28.Berlin Institute of TechnologyBerlinGermany
  29. 29.Berlin Institute of TechnologyBerlinGermany
  30. 30.Norwegian University of Science and TechnologyTrondheimNorway

Bibliographic information

  • Book Title ECML PKDD 2020 Workshops
  • Book Subtitle Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
  • Editors Irena Koprinska
    Michael Kamp
    Annalisa Appice
    Corrado Loglisci
    Luiza Antonie
    Albrecht Zimmermann
    Riccardo Guidotti
    Özlem Özgöbek
    Rita P. Ribeiro
    Ricard Gavaldà
    João Gama
    Linara Adilova
    Yamuna Krishnamurthy
    Pedro M. Ferreira
    Donato Malerba
    Ibéria Medeiros
    Michelangelo Ceci
    Giuseppe Manco
    Elio Masciari
    Zbigniew W. Ras
    Peter Christen
    Eirini Ntoutsi
    Erich Schubert
    Arthur Zimek
    Anna Monreale
    Przemyslaw Biecek
    Salvatore Rinzivillo
    Benjamin Kille
    Andreas Lommatzsch
    Jon Atle Gulla
  • Series Title Communications in Computer and Information Science
  • Series Abbreviated Title Communic.Comp.Inf.Science
  • DOI https://doi.org/10.1007/978-3-030-65965-3
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-65964-6
  • eBook ISBN 978-3-030-65965-3
  • Series ISSN 1865-0929
  • Series E-ISSN 1865-0937
  • Edition Number 1
  • Number of Pages XV, 614
  • Number of Illustrations 34 b/w illustrations, 153 illustrations in colour
  • Topics Artificial Intelligence
    Information Systems and Communication Service
    Computer Applications
    Computing Milieux
    Computer Communication Networks
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