000			03093nam a2200457Ia 4500
000			03821nam a22004815i 4500
001			978-3-031-26412-2
003			DE-He213
005			20240319120843.0
007			cr nn 008mamaa
008			230316s2023 sz | s |||| 0|eng d
020			_a9783031264122 _9978-3-031-26412-2
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, 641 p. 142 illus., 133 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. _930622
650			_aArtificial Intelligence. _930623
650			_aComputer Application in Social and Behavioral Sciences. _930624
650			_aComputer Engineering and Networks. _930625
650			_aComputer engineering. _930626
650			_aComputer Imaging, Vision, Pattern Recognition and Graphics. _930627
650			_aComputer networks . _930628
650			_aComputer science _930629
650			_aComputer vision. _930630
650			_aComputers and Education. _930631
650			_aEducation _930632
650			_aImage processing _930633
650			_aMathematics of Computing. _930634
650			_aSocial sciences _930635
700			_aAmini, Massih-Reza. _930636
700			_aCanu, Stéphane. _930637
700			_aFischer, Asja. _930638
700			_aGuns, Tias. _930639
700			_aKralj Novak, Petra. _930640
700			_aTsoumakas, Grigorios. _930641
856			_uhttps://doi.org/10.1007/978-3-031-26412-2
942			_cEBK _2ddc
999			_c15148 _d15148