Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part I /

The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Hutter, Frank (Editor), Kersting, Kristian (Editor), Lijffijt, Jefrey (Editor), Valera, Isabel (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	Lecture Notes in Artificial Intelligence ; 12457
Subjects:	Data mining. Data structures (Computer science). Machine learning. Application software. Optical data processing. Data Mining and Knowledge Discovery. Data Structures and Information Theory. Machine Learning. Computer Appl. in Social and Behavioral Sciences. Image Processing and Computer Vision. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Pattern Mining
clustering
privacy and fairness
(social) network analysis and computational social science
dimensionality reduction and autoencoders
domain adaptation
sketching, sampling, and binary projections
graphical models and causality
(spatio-) temporal data and recurrent neural networks
collaborative filtering and matrix completion.