Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, ... in Computer and Information Science, 1753) - Softcover

Softcover

ISBN 10: 3031236327 ISBN 13: 9783031236327

Publisher: Springer, 2023

Synopsis

This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, held in Grenoble, France, during September 19–23, 2022. 

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 five 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)

Edition details

• Publisher: Springer
• Publication date: 2023
• Language: English
• ISBN 10: 3031236327
• ISBN 13: 9783031236327
• Binding: Paperback
• Edition number: 1
• Number of pages: 506
• Editor: Koprinska Irena, Mignone Paolo, Guidotti Riccardo, Jaroszewicz Szymon, Fröning Holger, Gullo Francesco, Ferreira Pedro M., Roqueiro Damian, Ceddia Gaia, Nowaczyk Slawomir, Gama João, Ribeiro Rita, Gavaldà Ricard, Masciari Elio, Ras Zbigniew, Ritacco Ettore, Naretto Francesca, Theissler Andreas, Biecek Przemyslaw, Verbeke Wouter, Schiele Gregor, Pernkopf Franz, Blott Michaela, Bordino Ilaria, Danesi Ivan Luciano, Ponti Giovanni, Severini Lorenzo, Appice Annalisa, Andresini Giuseppina, Medeiros Ibéria, Graça Guilherme, Cooper Lee, Ghazaleh Naghmeh, Richiardi Jonas, Saldana Diego, Sechidis Konstantinos, Canakoglu Arif, Pido Sara, Pinoli Pietro, Bifet Albert, Pashami Sepideh