Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part ... Notes in Computer Science Book 11908)

by Ulf Brefeld (editor), Elisa Fromont (Editor), Andreas Hotho (Editor)

The three volume proceedings LNAI 11906 – 11908 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2019, held in Würzburg, Germany, in September 2019.The total of 130 regular papers presented in these volumes was carefully reviewed and selected from 733 submissions; there are 10 papers in the demo track.

The contributions were organized in topical sections named as

Part pattern mining; clustering, anomaly and outlier detection, and autoencoders; dimensionality reduction and feature selection; social networks and graphs; decision trees, interpretability, and causality; strings and streams; privacy and security; optimization.

Part supervised learning; multi-label learning; large-scale learning; deep learning; probabilistic models; natural language processing.

Part reinforcement learning and bandits; ranking; applied data computer vision and explanation; applied data healthcare; applied data e-commerce, finance, and advertising; applied data rich data; applied data applications; demo track.

1497 pages, Kindle Edition

Published April 30, 2020