Discovery Science

21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings

von

Herausgegeben von Soldatova, LarisaVanschoren, JoaquinPapadopoulos, GeorgeCeci, Michelangelo

BuchKartoniert, Paperback

482 Seiten

Englisch

Springererschienen am07.10.20181st ed. 2018

This book constitutes the proceedings of the 21st International Conference on Discovery Science, DS 2018, held in Limassol, Cyprus, in October 2018, co-located with the International Symposium on Methodologies for Intelligent Systems, ISMIS 2018.The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 71 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Classification; meta-learning; reinforcement learning; streams and time series; subgroup and subgraph discovery; text mining; and applications.mehr

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KlappentextThis book constitutes the proceedings of the 21st International Conference on Discovery Science, DS 2018, held in Limassol, Cyprus, in October 2018, co-located with the International Symposium on Methodologies for Intelligent Systems, ISMIS 2018.The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 71 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Classification; meta-learning; reinforcement learning; streams and time series; subgroup and subgraph discovery; text mining; and applications.

Details

ISBN/GTIN978-3-030-01770-5

ProduktartBuch

EinbandartKartoniert, Paperback

Verlag

Springer

Erscheinungsjahr2018

Erscheinungsdatum07.10.2018

Auflage1st ed. 2018

ReiheLecture Notes in Artificial Intelligence

Seiten482 Seiten

SpracheEnglisch