000			02990nam a2200433Ia 4500
000			03653nam a22004575i 4500
001			978-3-031-26409-2
003			DE-He213
005			20240319120842.0
007			cr nn 008mamaa
008			230316s2023 sz | s |||| 0|eng d
020			_a9783031264092 _9978-3-031-26409-2
082			_a6.3
245			_aMachine Learning and Knowledge Discovery in Databases _cedited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas. _h[electronic resource] :
250			_a1st ed. 2023.
260			_aCham _bSpringer Nature Switzerland _c2023
300			_aXLVI, 683 p. 204 illus., 194 illus. in color. _bonline resource.
520			_aThe 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.
650			_aArtificial intelligence. _930604
650			_aArtificial Intelligence. _930605
650			_aComputer Communication Networks. _930606
650			_aComputer Engineering and Networks. _930607
650			_aComputer engineering. _930608
650			_aComputer networks . _930609
650			_aComputer science _930610
650			_aComputer vision. _930611
650			_aComputer Vision. _930612
650			_aComputers, Special purpose. _930613
650			_aMathematics of Computing. _930614
650			_aSpecial Purpose and Application-Based Systems. _930615
700			_aAmini, Massih-Reza. _930616
700			_aCanu, Stéphane. _930617
700			_aFischer, Asja. _930618
700			_aGuns, Tias. _930619
700			_aKralj Novak, Petra. _930620
700			_aTsoumakas, Grigorios. _930621
856			_uhttps://doi.org/10.1007/978-3-031-26409-2
942			_cEBK _2ddc
999			_c15147 _d15147