Editors:
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1323)
Conference series link(s): ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Conference proceedings info: ECML PKDD 2020.
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Table of contents (42 papers)
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Front Matter
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Fifth Workshop on Data Science for Social Good (SoGood 2020)
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Front Matter
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Workshop on Parallel, Distributed and Federated Learning (PDFL 2020)
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Front Matter
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Second Workshop on Machine Learning for Cybersecurity (MLCS 2020)
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Front Matter
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Ninth International Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2020)
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Front Matter
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Other Volumes
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ECML PKDD 2020 Workshops
About this book
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
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University of Sydney, Sydney, Australia
Irena Koprinska
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Monash University, Clayton, Australia
Michael Kamp
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University of Bari Aldo Moro, Bari, Italy
Annalisa Appice, Corrado Loglisci, Donato Malerba, Michelangelo Ceci
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University of Guelph, Guelph, Canada
Luiza Antonie
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University of Caen Normandy, Caen, France
Albrecht Zimmermann
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University of Pisa, Pisa, Italy
Riccardo Guidotti, Anna Monreale
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Norwegian University of Science and Technology, Trondheim, Norway
Özlem Özgöbek, Jon Atle Gulla
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University of Porto, Porto, Portugal
Rita P. Ribeiro, João Gama
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UPC BarcelonaTech, Barcelona, Spain
Ricard Gavaldà
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Fraunhofer IAIS, St. Augustin, Germany
Linara Adilova
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Royal Holloway University of London, Egham, UK
Yamuna Krishnamurthy
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University of Lisbon, Lisbon, Portugal
Pedro M. Ferreira, Ibéria Medeiros
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ICAR-CNR, Rende, Italy
Giuseppe Manco
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University of Naples Federico II, Naples, Italy
Elio Masciari
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University of North Carolina, Charlotte, USA
Zbigniew W. Ras
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Australian National University, Canberra, Australia
Peter Christen
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Leibniz University Hannover, Hannover, Germany
Eirini Ntoutsi
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Technical University of Dortmund, Dortmund, Germany
Erich Schubert
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University of Southern Denmark, Odense, Denmark
Arthur Zimek
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Warsaw University of Technology, Warsaw, Poland
Przemyslaw Biecek
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ISTI-CNR, PISA, Italy
Salvatore Rinzivillo
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Berlin Institute of Technology, Berlin, Germany
Benjamin Kille, Andreas Lommatzsch
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
DOI: https://doi.org/10.1007/978-3-030-65965-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-65964-6Published: 02 February 2021
eBook ISBN: 978-3-030-65965-3Published: 01 February 2021
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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