Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track

Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track
Author: Gianmarco De Francisci Morales
Publisher: Springer Nature
Total Pages: 429
Release: 2023-09-16
Genre: Computers
ISBN: 3031434307


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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.


Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track
Language: en
Pages: 429
Authors: Gianmarco De Francisci Morales
Categories: Computers
Type: BOOK - Published: 2023-09-16 - Publisher: Springer Nature

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The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Datab
Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track
Language: en
Pages: 745
Authors: Gianmarco De Francisci Morales
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track
Language: en
Pages: 579
Authors: Yuxiao Dong
Categories: Computers
Type: BOOK - Published: 2021-09-09 - Publisher: Springer Nature

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The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Datab
Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track
Language: en
Pages: 542
Authors: Yuxiao Dong
Categories: Computers
Type: BOOK - Published: 2021-09-09 - Publisher: Springer Nature

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The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Datab
Machine Learning and Knowledge Discovery in Databases: Research Track
Language: en
Pages: 802
Authors: Danai Koutra
Categories: Computers
Type: BOOK - Published: 2023-09-16 - Publisher: Springer Nature

GET EBOOK

The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Datab