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Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part II / edited by Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
(Lecture Notes in Artificial Intelligence. ISSN:29459141 ; 14170)

データ種別	電子ブック
版	1st ed. 2023.
出版者	(Cham : Springer Nature Switzerland : Imprint: Springer)
出版年	2023
大きさ	LIV, 719 p. 309 illus., 177 illus. in color : online resource
著者標目	Koutra, Danai editor Plant, Claudia editor Gomez Rodriguez, Manuel editor Baralis, Elena editor Bonchi, Francesco editor SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0004413	Computer Scinece R0 2005-6,2022-3				9783031434150

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一般注記	Computer Vision -- Deep Learning -- Fairness -- Federated Learning -- Few-shot learning -- Generative Models -- Graph Contrastive Learning The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: Robustness; Time Series; Transfer and Multitask Learning. Part VI: Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo HTTP:URL=https://doi.org/10.1007/978-3-031-43415-0
件　名	LCSH:Artificial intelligence LCSH:Computer engineering LCSH:Computer networks LCSH:Computers LCSH:Image processing -- Digital techniques 全ての件名で検索 LCSH:Computer vision LCSH:Software engineering FREE:Artificial Intelligence FREE:Computer Engineering and Networks FREE:Computing Milieux FREE:Computer Imaging, Vision, Pattern Recognition and Graphics FREE:Software Engineering
分　類	LCC:Q334-342 LCC:TA347.A78 DC23:006.3
書誌ID	EB00003801
ISBN	9783031434150