Data classification : algorithms and applications /: algorithms and applications. (2014)
- Record Type:
- Book
- Title:
- Data classification : algorithms and applications /: algorithms and applications. (2014)
- Main Title:
- Data classification : algorithms and applications
- Further Information:
- Note: Edited by Charu C. Aggarwal.
- Editors:
- Aggarwal, Charu C
- Contents:
- An Introduction to Data Classification Charu C. Aggarwal Feature Selection for Classification: A Review Jiliang Tang, Salem Alelyani, and Huan Liu Probabilistic Models for Classification Hongbo Deng, Yizhou Sun, Yi Chang, and Jiawei Han Decision Trees: Theory and Algorithms Victor E. Lee, Lin Liu, and Ruoming Jin Rule-Based Classification Xiao-Li Li and Bing Liu Instance-Based Learning: A Survey Charu C. Aggarwal Support Vector Machines Po-Wei Wang and Chih-Jen Lin Neural Networks: A Review Alain Biem A Survey of Stream Classification Algorithms Charu C. Aggarwal Big Data Classification Hanghang Tong Text Classification Charu C. Aggarwal and ChengXiang Zhai Multimedia Classification Shiyu Chang, Wei Han, Xianming Liu, Ning Xu, Pooya Khorrami, and Thomas S. Huang Time Series Data Classification Dimitrios Kotsakos and Dimitrios Gunopulos Discrete Sequence Classification Mohammad Al Hasan Collective Classification of Network Data Ben London and Lise Getoor Uncertain Data Classification Reynold Cheng, Yixiang Fang, and Matthias Renz Rare Class Learning Charu C. Aggarwal Distance Metric Learning for Data Classification Fei Wang Ensemble Learning Yaliang Li, Jing Gao, Qi Li, and Wei Fan Semi-Supervised Learning Kaushik Sinha Transfer Learning Sinno Jialin Pan Active Learning: A Survey Charu C. Aggarwal, Xiangnan Kong, Quanquan Gu, Jiawei Han, and Philip S. Yu Visual Classification Giorgio Maria Di Nunzio Evaluation of Classification Methods Nele Verbiest, Karel Vermeulen, andAn Introduction to Data Classification Charu C. Aggarwal Feature Selection for Classification: A Review Jiliang Tang, Salem Alelyani, and Huan Liu Probabilistic Models for Classification Hongbo Deng, Yizhou Sun, Yi Chang, and Jiawei Han Decision Trees: Theory and Algorithms Victor E. Lee, Lin Liu, and Ruoming Jin Rule-Based Classification Xiao-Li Li and Bing Liu Instance-Based Learning: A Survey Charu C. Aggarwal Support Vector Machines Po-Wei Wang and Chih-Jen Lin Neural Networks: A Review Alain Biem A Survey of Stream Classification Algorithms Charu C. Aggarwal Big Data Classification Hanghang Tong Text Classification Charu C. Aggarwal and ChengXiang Zhai Multimedia Classification Shiyu Chang, Wei Han, Xianming Liu, Ning Xu, Pooya Khorrami, and Thomas S. Huang Time Series Data Classification Dimitrios Kotsakos and Dimitrios Gunopulos Discrete Sequence Classification Mohammad Al Hasan Collective Classification of Network Data Ben London and Lise Getoor Uncertain Data Classification Reynold Cheng, Yixiang Fang, and Matthias Renz Rare Class Learning Charu C. Aggarwal Distance Metric Learning for Data Classification Fei Wang Ensemble Learning Yaliang Li, Jing Gao, Qi Li, and Wei Fan Semi-Supervised Learning Kaushik Sinha Transfer Learning Sinno Jialin Pan Active Learning: A Survey Charu C. Aggarwal, Xiangnan Kong, Quanquan Gu, Jiawei Han, and Philip S. Yu Visual Classification Giorgio Maria Di Nunzio Evaluation of Classification Methods Nele Verbiest, Karel Vermeulen, and Ankur Teredesai Educational and Software Resources for Data Classification Charu C. Aggarwal Index … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2014
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 005.741
File organization (Computer science)
Categories (Mathematics)
Algorithms - Languages:
- English
- ISBNs:
- 9781466586758
- Related ISBNs:
- 9781466586741
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; item not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.144324
- Ingest File:
- 02_174.xml