Calders / Ceci / Malerba Discovery Science

19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings
1. Auflage 2016
ISBN: 978-3-319-46307-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 492 Seiten, eBook

Reihe: Lecture Notes in Artificial Intelligence

This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2016, held in banff, AB, Canada in October 2015. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 60 submissions.The conference focuses on following topics: Advances in the development and analysis of methods for discovering scienti?c knowledge, coming from machine learning, data mining, and intelligent data analysis, as well as their application in various scienti?c domains.

Zielgruppe

Research

Autoren/Hrsg.

Calders, Toon

Ceci, Michelangelo

Malerba, Donato

Inhaltsverzeichnis

Pattern mining and rules.- Structured output prediction.- Applications.- Ensemble Learning.- Classi?cation.- Networks.- Kernels and deep learning.