Advanced Data Mining and Applications
12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings
Editors: Li, J., Li, X., Wang, S., Li, J., Sheng, Q.Z. (Eds.)
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- About this book
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This book constitutes the proceedings of the 12th International Conference on Advanced Data Mining and Applications, ADMA 2016, held in Gold Coast, Australia, in December 2016.
The 70 papers presented in this volume were carefully reviewed and selected from 105 submissions. The selected papers covered a wide variety of important topics in the area of data mining, including parallel and distributed data mining algorithms, mining on data streams, graph mining, spatial data mining, multimedia data mining, Web mining, the Internet of Things, health informatics, and biomedical data mining.
- Table of contents (61 chapters)
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Effective Monotone Knowledge Integration in Kernel Support Vector Machines
Pages 3-18
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Textual Cues for Online Depression in Community and Personal Settings
Pages 19-34
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Confidence-Weighted Bipartite Ranking
Pages 35-49
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Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support
Pages 50-64
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Community Detection in Networks with Less Significant Community Structure
Pages 65-80
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Table of contents (61 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Advanced Data Mining and Applications
- Book Subtitle
- 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings
- Editors
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- Jinyan Li
- Xue Li
- Shuliang Wang
- Jianxin Li
- Quan Z. Sheng
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 10086
- Copyright
- 2016
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-49586-6
- DOI
- 10.1007/978-3-319-49586-6
- Softcover ISBN
- 978-3-319-49585-9
- Edition Number
- 1
- Number of Pages
- XVI, 817
- Number of Illustrations
- 280 b/w illustrations
- Topics