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
1. Auflage 2023
ISBN: 978-3-031-43429-7
Verlag: Springer Nature Switzerland

Buch, Englisch, 381 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 663 g

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

de Francisci Morales, Gianmarco

Perlich, Claudia

Bonchi, Francesco

Ruchansky, Natali

Kourtellis, Nicolas

Baralis, Elena

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.