1.

Record Nr.

UNINA9910409666003321

Titolo

Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I / / edited by Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, Céline Robardet

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020

ISBN

3-030-46150-5

Edizione

[1st ed. 2020.]

Descrizione fisica

1 online resource (798 pages)

Collana

Lecture Notes in Artificial Intelligence ; ; 11906

Disciplina

006.31

Soggetti

Artificial intelligence

Computers

Application software

Computer organization

Artificial Intelligence

Information Systems and Communication Service

Computer Applications

Computer Systems Organization and Communication Networks

Computing Milieux

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Includes index.

Nota di contenuto

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.

Sommario/riassunto

Chapter "Heavy-tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.