Title Machine learning and knowledge discovery in databases : Applied data science and demo track : European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings. Part VII / Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi, editors

Published Cham : Springer, 2023

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Description 1 online resource (liv, 381 pages) : illustrations (some color) Series Lecture notes in artificial intelligence Lecture notes in computer science ; 14175 LNCS sublibrary, SL 7, Artificial intelligence Lecture notes in computer science. Lecture notes in artificial intelligence. Lecture notes in computer science ; 14175. LNCS sublibrary. SL 7, Artificial intelligence. Contents Sustainability, Climate, and Environment -- Transportation & Urban Planning -- Demo Summary 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 Notes Includes author index Online resource; title from PDF title page (SpringerLink, viewed September 20, 2023) Subject Machine learning -- Congresses Data mining -- Congresses Databases -- Congresses Data mining Databases Machine learning Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author De Francisci Morales, Gianmarco, editor. Perlich, Claudia, editor Ruchansky, Natali, editor. Kourtellis, Nicolas, editor. Baralis, Elena, editor. Bonchi, Francesco, editor. ISBN 9783031434303 3031434307

Other Titles ECML PKDD 2023

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