Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I /
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 Res...
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| Other Authors: | , , , , |
| Format: | Book |
| Language: | English |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2023
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| Edition: | 1st ed. 2023 |
| Series: | Lecture Notes in Artificial Intelligence,
14169 Lecture Notes in Artificial Intelligence, 14170 Lecture Notes in Artificial Intelligence, 14171 Lecture Notes in Artificial Intelligence, 14172 Lecture Notes in Artificial Intelligence, 14173 |
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| 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 |
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| Physical Description: | 1 online resource (LIII, 460 p. 113 illus., 110 illus. in color.) online resource 1 online resource (LIV, 719 p. 309 illus., 177 illus. in color.) online resource 1 online resource (LV, 707 p. 179 illus., 168 illus. in color.) online resource 1 online resource (LV, 747 p. 172 illus., 160 illus. in color.) online resource 1 online resource (LV, 761 p. 203 illus., 191 illus. in color.) online resource |
| ISBN: | 9783031434112 9783031434129 9783031434136 9783031434143 9783031434150 9783031434167 9783031434174 9783031434181 9783031434198 9783031434204 9783031434211 9783031434228 9783031434235 9783031434242 9783031434259 |
| ISSN: | 2945-9141 ; |
| Access: | License restrictions may limit access |