ECML PKDD 2020 Workshops (eBook, PDF)

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

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 614
• Erscheinungstermin: 1. Februar 2021
• Englisch
• ISBN-13: 9783030659653
• Artikelnr.: 62295805

Inhaltsangabe

Fifth 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).- Ninth 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).- Eighth International Workshop on News Recommendation and Analytics (INRA 2020).