Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11198)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): DS: International Conference on Discovery Science
Conference proceedings info: DS 2018.
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Table of contents (30 papers)
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Front Matter
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Classification
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Front Matter
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Meta-Learning
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Front Matter
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Reinforcement Learning
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Front Matter
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Streams and Time Series
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Front Matter
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About this book
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.
Keywords
Editors and Affiliations
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Goldsmiths University of London, London, UK
Larisa Soldatova
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Eindhoven University of Technology, Eindhoven, The Netherlands
Joaquin Vanschoren
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University of Cyprus, Nicosia, Cyprus
George Papadopoulos
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Università degli Studi di Bari Aldo Moro, Bari, Italy
Michelangelo Ceci
Bibliographic Information
Book Title: Discovery Science
Book Subtitle: 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings
Editors: Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-01771-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2018
Softcover ISBN: 978-3-030-01770-5Published: 07 October 2018
eBook ISBN: 978-3-030-01771-2Published: 22 October 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 482
Number of Illustrations: 137 b/w illustrations
Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Computer Appl. in Social and Behavioral Sciences