Discovery Science
19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings
Editors: Calders, Toon, Ceci, Michelangelo, Malerba, Donato (Eds.)
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- About this book
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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 scientific knowledge, coming from machine learning, data mining, and intelligent data analysis, as well as their application in various scientific domains.
- Table of contents (30 chapters)
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Exceptional Preferences Mining
Pages 3-18
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Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships
Pages 19-34
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InterSet: Interactive Redescription Set Exploration
Pages 35-50
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Expect the Unexpected – On the Significance of Subgroups
Pages 51-66
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Min-Hashing for Probabilistic Frequent Subtree Feature Spaces
Pages 67-82
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Table of contents (30 chapters)
- Download Preface 1 PDF (59 KB)
- Download Sample pages 2 PDF (1.8 MB)
- Download Table of contents PDF (82.7 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Discovery Science
- Book Subtitle
- 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings
- Editors
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- Toon Calders
- Michelangelo Ceci
- Donato Malerba
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 9956
- Copyright
- 2016
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-46307-0
- DOI
- 10.1007/978-3-319-46307-0
- Softcover ISBN
- 978-3-319-46306-3
- Edition Number
- 1
- Number of Pages
- XXI, 492
- Number of Illustrations
- 131 b/w illustrations
- Topics
