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Książka Machine Learning and Knowledge Discovery in Databases Massih-Reza Amini

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part V

Autor: Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Krali Novak, Grigorios Tsoumakas
Język: Angielski
Oprawa: Miękka
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
360.11 zł
The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Con...

Informacje o książce

Autor
Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Krali Novak, Grigorios Tsoumakas
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2023
strony
680
EAN
9783031264184
Enbook ID
42806306
Wydawca
Springer, Berlin
Waga
933
Wymiary
155 x 235

Pełny opis

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.

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