Discovery Science
18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015. Proceedings
Editors: Japkowicz, Nathalie, Matwin, Stan (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 2015, held in banff, AB, Canada in October 2015. The 16 long and 12 short papers presendted together with 4 invited talks in this volume were carefully reviewed and selected from 44 submissions. The combination of recent 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, on the one hand, with the algorithmic advances in machine learning theory, on the other hand, makes every instance of this joint event unique and attractive.
- Table of contents (28 chapters)
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Resolution Transfer in Cancer Classification Based on Amplification Patterns
Pages 1-8
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Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning
Pages 9-16
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Discovery of Parameters for Animation of Midge Swarms
Pages 17-24
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No Sentiment is an Island:
Pages 25-32
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Active Learning for Classifying Template Matches in Historical Maps
Pages 33-47
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Table of contents (28 chapters)
- Download Preface 1 PDF (43.3 KB)
- Download Sample pages 2 PDF (507.8 KB)
- Download Table of contents PDF (70.6 KB)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Discovery Science
- Book Subtitle
- 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015. Proceedings
- Editors
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- Nathalie Japkowicz
- Stan Matwin
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 9356
- Copyright
- 2015
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-24282-8
- DOI
- 10.1007/978-3-319-24282-8
- Softcover ISBN
- 978-3-319-24281-1
- Edition Number
- 1
- Number of Pages
- XV, 342
- Number of Illustrations
- 96 illustrations in colour
- Topics
