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Machine Learning and Principles and Practice of Knowledge Discovery in Databases Book PDF Summary

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 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)

Detail Book of Machine Learning and Principles and Practice of Knowledge Discovery in Databases PDF

Machine Learning and Principles and Practice of Knowledge Discovery in Databases
  • Author : Irena Koprinska
  • Release : 30 January 2023
  • Publisher : Springer Nature
  • ISBN : 9783031236181
  • Genre : Computers
  • Total Page : 646 pages
  • Language : English
  • PDF File Size : 11,8 Mb

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Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Principles and Practice of Knowledge Discovery in Databases Author : Michael Kamp,Irena Koprinska,Adrien Bibal,Tassadit Bouadi,Benoît Frénay,Luis Galárraga,José Oramas,Linara Adilova,Yamuna Krishnamurthy,Bo Kang,Christine Largeron,Jefrey Lijffijt,Tiphaine Viard,Pascal Welke,Massimiliano Ruocco,Erlend Aune,Claudio Gallicchio,Gregor Schiele,Franz Pernkopf,Michaela Blott,Holger Fröning,Günther Schindler,Riccardo Guidotti,Anna Monreale,Salvatore Rinzivillo,Przemyslaw Biecek,Eirini Ntoutsi,Mykola Pechenizkiy,Bodo Rosenhahn,Christopher Buckley,Daniela Cialfi,Pablo Lanillos,Maxwell Ramstead,Tim Verbelen,Pedro M. Ferreira,Giuseppina Andresini,Donato Malerba,Ibéria Medeiros,Philippe Fournier-Viger,M. Saqib Nawaz,Sebastian Ventura,Meng Sun,Min Zhou,Valerio Bitetta,Ilaria Bordino,Andrea Ferretti,Francesco Gullo,Giovanni Ponti,Lorenzo Severini,Rita Ribeiro,João Gama,Ricard Gavaldà,Lee Cooper,Naghmeh Ghazaleh,Jonas Richiardi,Damian Roqueiro,Diego Saldana Miranda,Konstantinos Sechidis,Guilherme Graça
Publisher : Springer Nature
File Size : 52,8 Mb
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This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21t...

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Principles and Practice of Knowledge Discovery in Databases Author : 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
Publisher : Springer Nature
File Size : 45,8 Mb
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This volume constitutes the papers of several workshops which were held in conjunction with the Inte...

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Principles and Practice of Knowledge Discovery in Databases Author : Michael Kamp,Irena Koprinska,Adrien Bibal,Tassadit Bouadi,Benoît Frénay,Luis Galárraga,José Oramas,Linara Adilova,Yamuna Krishnamurthy,Bo Kang,Christine Largeron,Jefrey Lijffijt,Tiphaine Viard,Pascal Welke,Massimiliano Ruocco,Erlend Aune,Claudio Gallicchio,Gregor Schiele,Franz Pernkopf,Michaela Blott,Holger Fröning,Günther Schindler,Riccardo Guidotti,Anna Monreale,Salvatore Rinzivillo,Przemyslaw Biecek,Eirini Ntoutsi,Mykola Pechenizkiy,Bodo Rosenhahn,Christopher Buckley,Daniela Cialfi,Pablo Lanillos,Maxwell Ramstead,Tim Verbelen,Pedro M. Ferreira,Giuseppina Andresini,Donato Malerba,Ibéria Medeiros,Philippe Fournier-Viger,M. Saqib Nawaz,Sebastian Ventura,Meng Sun,Min Zhou,Valerio Bitetta,Ilaria Bordino,Andrea Ferretti,Francesco Gullo,Giovanni Ponti,Lorenzo Severini,Rita Ribeiro,João Gama,Ricard Gavaldà,Lee Cooper,Naghmeh Ghazaleh,Jonas Richiardi,Damian Roqueiro,Diego Saldana Miranda,Konstantinos Sechidis,Guilherme Graça
Publisher : Springer Nature
File Size : 21,8 Mb
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This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21t...

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Principles and Practice of Knowledge Discovery in Databases Author : 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
Publisher : Springer Nature
File Size : 37,9 Mb
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