Abbildung von Koutra / Plant | Machine Learning and Knowledge Discovery in Databases: Research Track | 1. Auflage | 2023 | beck-shop.de

eBook

Koutra / Plant / Gomez Rodriguez / Baralis / Bonchi

Machine Learning and Knowledge Discovery in Databases: Research Track

European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V

sofort lieferbar!

Rezensionen ansehen

Standardpreis

74,89 €

Preisangaben inkl. MwSt. Abhängig von der Lieferadresse kann die MwSt. an der Kasse variieren. Weitere Informationen

auch verfügbar als Buch (Softcover) für 74,89 €

eBook. PDF

eBook

2023

460 S. LIII, 460 p. 113 illus., 110 illus. in color..

In englischer Sprache

Springer International Publishing. ISBN 978-3-031-43424-2

Das Werk ist Teil der Reihe: Lecture Notes in Computer Science Lecture Notes in Artificial Intelligence

Produktbeschreibung

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.