000			03093nam a2200457Ia 4500
000			03728nam a22004815i 4500
001			978-3-031-26422-1
003			DE-He213
005			20240319120844.0
007			cr nn 008mamaa
008			230317s2023 sz | s |||| 0|eng d
020			_a9783031264221 _9978-3-031-26422-1
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			_aXLVIII, 669 p. 205 illus., 191 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. _930678
650			_aArtificial Intelligence. _930679
650			_aComputer Application in Social and Behavioral Sciences. _930680
650			_aComputer Engineering and Networks. _930681
650			_aComputer engineering. _930682
650			_aComputer Imaging, Vision, Pattern Recognition and Graphics. _930683
650			_aComputer networks . _930684
650			_aComputer vision. _930685
650			_aComputers. _930686
650			_aComputing Milieux. _930687
650			_aImage processing _930688
650			_aSocial sciences _930689
650			_aSoftware engineering. _930690
650			_aSoftware Engineering. _930691
700			_aAmini, Massih-Reza. _930692
700			_aCanu, Stéphane. _930693
700			_aFischer, Asja. _930694
700			_aGuns, Tias. _930695
700			_aKralj Novak, Petra. _930696
700			_aTsoumakas, Grigorios. _930697
856			_uhttps://doi.org/10.1007/978-3-031-26422-1
942			_cEBK _2ddc
999			_c15151 _d15151