Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I - Lecture Notes in Computer Science - - Books - Springer International Publishing AG - 9783031263866 - March 17, 2023
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I - Lecture Notes in Computer Science 1st ed. 2023 edition

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The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022. The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; .

Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track.

729 pages, 216 Illustrations, color; 14 Illustrations, black and white; XLVI, 729 p. 230 illus., 216

Media Books     Paperback Book   (Book with soft cover and glued back)
Released March 17, 2023
ISBN13 9783031263866
Publishers Springer International Publishing AG
Pages 729
Dimensions 150 × 220 × 10 mm   ·   1.17 kg
Language German  
Editor Amini, Massih-Reza
Editor Canu, Stephane
Editor Fischer, Asja
Editor Guns, Tias
Editor Kralj Novak, Petra
Editor Tsoumakas, Grigorios

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