Editors:
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1752)
Conference series link(s): ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Conference proceedings info: ECML PKDD 2022.
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Table of contents (42 papers)
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Front Matter
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Workshop on Data Science for Social Good (SoGood 2022)
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Front Matter
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Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022)
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Front Matter
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Other Volumes
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Machine Learning and Principles and Practice of Knowledge Discovery in Databases
About this book
The 73 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 143 submissions. ECML PKDD 2022 presents the following workshops:
Workshop on Data Science for Social Good (SoGood 2022)
Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022)
Workshop on Explainable Knowledge Discovery in Data Mining (XKDD 2022)
Workshop on Uplift Modeling (UMOD 2022)
Workshop on IoT, Edge and Mobile for Embedded Machine Learning (ITEM 2022)
Workshop on Mining Data for Financial Application (MIDAS 2022)
Workshop on Machine Learning for Cybersecurity (MLCS 2022)
Workshop on Machine Learning for Buildings Energy Management (MLBEM 2022)
Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2022)
Workshop on Data Analysis in Life Science (DALS 2022)
Workshop on IoT Streams for Predictive Maintenance (IoT-PdM 2022)
Editors and Affiliations
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University of Sydney, Sydney, Australia
Irena Koprinska
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University of Bari Aldo Moro, Bari, Italy
Paolo Mignone, Annalisa Appice, Giuseppina Andresini
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University of Pisa, Pisa, Italy
Riccardo Guidotti, Francesca Naretto
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Warsaw University of Technology, Warsaw, Poland
Szymon Jaroszewicz
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Heidelberg University, Heidelberg, Germany
Holger Fröning
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UniCredit, Rome, Italy
Francesco Gullo, Ilaria Bordino
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University of Lisbon, Lisbon, Portugal
Pedro M. Ferreira, Ibéria Medeiros, Guilherme Graça
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Roche, Basel, Switzerland
Damian Roqueiro, Naghmeh Ghazaleh
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Barcelona Supercomputing Center, Barcelona, Spain
Gaia Ceddia
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Halmstad University, Halmstad, Sweden
Slawomir Nowaczyk, Sepideh Pashami
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University of Porto, Porto, Portugal
João Gama, Rita Ribeiro
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UPC BarcelonaTech, Barcelona, Spain
Ricard Gavaldà
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University of Naples Federico II, Naples, Italy
Elio Masciari
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University of North Carolina, Charlotte, USA
Zbigniew Ras
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ICAR-CNR, Rende, Italy
Ettore Ritacco
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Aalen University of Applied Sciences, Aalen, Germany
Andreas Theissler
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Warsaw University of Technology, Warszaw, Poland
Przemyslaw Biecek
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KU Leuven, Leuven, Belgium
Wouter Verbeke
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University of Duisburg-Essen, Essen, Germany
Gregor Schiele
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Graz University of Technology, Graz, Austria
Franz Pernkopf
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AMD, Dublin, Ireland
Michaela Blott
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UniCredit, Milan, Italy
Ivan Luciano Danesi
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National Agency for New Technologies, Rome, Italy
Giovanni Ponti
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Unicredit, Rome, Italy
Lorenzo Severini
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Northwestern University, Chicago, USA
Lee Cooper
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University of Lausanne, Lausanne, Switzerland
Jonas Richiardi
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Novartis, Basel, Switzerland
Diego Saldana, Konstantinos Sechidis
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Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
Arif Canakoglu
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Politecnico di Milano, Milan, Italy
Sara Pido, Pietro Pinoli
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University of Waikato, Hamilton, New Zealand
Albert Bifet
Bibliographic Information
Book Title: Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Book Subtitle: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I
Editors: Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana, Konstantinos Sechidis, Arif Canakoglu, Sara Pido, Pietro Pinoli, Albert Bifet, … Sepideh Pashami
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-031-23618-1
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 2023
Softcover ISBN: 978-3-031-23617-4Published: 31 January 2023
eBook ISBN: 978-3-031-23618-1Published: 30 January 2023
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XX, 633
Number of Illustrations: 28 b/w illustrations, 200 illustrations in colour
Topics: Artificial Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics, Computer Systems Organization and Communication Networks, Data Structures and Information Theory, Information Systems Applications (incl. Internet), Computers and Education