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NIPS
2007
15 years 2 months ago
A Randomized Algorithm for Large Scale Support Vector Learning
This paper investigates the application of randomized algorithms for large scale SVM learning. The key contribution of the paper is to show that, by using ideas random projections...
Krishnan Kumar, Chiru Bhattacharyya, Ramesh Hariha...
127
Voted
CVPR
2004
IEEE
16 years 2 months ago
Feature Selection for Classifying High-Dimensional Numerical Data
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
Yimin Wu, Aidong Zhang
126
Voted
PERCOM
2009
ACM
15 years 7 months ago
Towards Privacy-Sensitive Participatory Sensing
—The ubiquity of mobile devices has brought forth the concept of participatory sensing, whereby ordinary citizens can now contribute and share information from the urban environm...
Kuan Lun Huang, Salil S. Kanhere, Wen Hu
ISM
2008
IEEE
140views Multimedia» more  ISM 2008»
15 years 7 months ago
Medical Video Event Classification Using Shared Features
Advances in video technology are being incorporated into today’s medical research and education. Medical videos contain important medical events, such as diagnostic or therapeut...
Yu Cao, Shih-Hsi Liu, Ming Li, Sung Baang, Sanqing...
ICMCS
2006
IEEE
181views Multimedia» more  ICMCS 2006»
15 years 6 months ago
A Novel Distributed and Practical Incentive Mechanism for Peer to Peer Live Video Streaming
The successful deployment of peer-to-peer (P2P) live video streaming systems has practically demonstrated that it can scale to reliably support a large population of peers. Howeve...
Yun Tang, Lifeng Sun, Meng Zhang, Shiqiang Yang, Y...