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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.
- Inhaltsverzeichnis (61 Kapitel)
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Effective Monotone Knowledge Integration in Kernel Support Vector Machines
Seiten 3-18
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Textual Cues for Online Depression in Community and Personal Settings
Seiten 19-34
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Confidence-Weighted Bipartite Ranking
Seiten 35-49
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Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support
Seiten 50-64
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Community Detection in Networks with Less Significant Community Structure
Seiten 65-80
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Inhaltsverzeichnis (61 Kapitel)
- Download Vorwort 1 PDF (41 KB)
- Download Probeseiten 2 PDF (593.1 KB)
- Download Inhaltsverzeichnis PDF (115.1 KB)
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Bibliografische Information
- Bibliographic Information
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- Buchtitel
- Advanced Data Mining and Applications
- Buchuntertitel
- 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings
- Herausgeber
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- Jinyan Li
- Xue Li
- Shuliang Wang
- Jianxin Li
- Quan Z. Sheng
- Titel der Buchreihe
- Lecture Notes in Artificial Intelligence
- Buchreihen Band
- 10086
- Copyright
- 2016
- Verlag
- Springer International Publishing
- Copyright Inhaber
- 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
- Auflage
- 1
- Seitenzahl
- XVI, 817
- Anzahl der Bilder
- 280 schwarz-weiß Abbildungen
- Themen