000 | 03093nam a2200457Ia 4500 | ||
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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 |
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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] : |
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250 | _a1st ed. 2023. | ||
260 |
_aCham _bSpringer Nature Switzerland _c2023 |
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300 |
_aXLVI, 641 p. 142 illus., 133 illus. in color. _bonline resource. |
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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 |
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_aArtificial Intelligence. _930623 |
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_aComputer Application in Social and Behavioral Sciences. _930624 |
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_aComputer Engineering and Networks. _930625 |
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_aComputer engineering. _930626 |
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_aComputer Imaging, Vision, Pattern Recognition and Graphics. _930627 |
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_aComputer networks . _930628 |
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_aComputer science _930629 |
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_aComputer vision. _930630 |
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_aComputers and Education. _930631 |
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650 |
_aEducation _930632 |
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_aImage processing _930633 |
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_aMathematics of Computing. _930634 |
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_aSocial sciences _930635 |
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700 |
_aAmini, Massih-Reza. _930636 |
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700 |
_aCanu, Stéphane. _930637 |
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700 |
_aFischer, Asja. _930638 |
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700 |
_aGuns, Tias. _930639 |
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700 |
_aKralj Novak, Petra. _930640 |
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700 |
_aTsoumakas, Grigorios. _930641 |
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856 | _uhttps://doi.org/10.1007/978-3-031-26412-2 | ||
942 |
_cEBK _2ddc |
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999 |
_c15148 _d15148 |