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» A New Support Vector Machine for Data Mining
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ICDM
2007
IEEE
109views Data Mining» more  ICDM 2007»
14 years 1 months ago
A Support Vector Approach to Censored Targets
Censored targets, such as the time to events in survival analysis, can generally be represented by intervals on the real line. In this paper, we propose a novel support vector tec...
Pannagadatta K. Shivaswamy, Wei Chu, Martin Jansch...
MMM
2005
Springer
202views Multimedia» more  MMM 2005»
14 years 28 days ago
Image Mining and Retrieval Using Hierarchical Support Vector Machines
For some time now, image retrieval approaches have been developed that use low-level features, such as colour histograms, edge distributions and texture measures. What has been la...
Ross Brown, Binh Pham
CANDC
2002
ACM
13 years 7 months ago
Drug Design by Machine Learning: Support Vector Machines for Pharmaceutical Data Analysis
We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
Robert Burbidge, Matthew W. B. Trotter, Bernard F....
AAAI
2006
13 years 8 months ago
Closest Pairs Data Selection for Support Vector Machines
This paper presents data selection procedures for support vector machines (SVM). The purpose of data selection is to reduce the dataset by eliminating as many non support vectors ...
Chaofan Sun
ANOR
2010
127views more  ANOR 2010»
13 years 7 months ago
Adjusted support vector machines based on a new loss function
Shuchun Wang, Wei Jiang, Kwok-Leung Tsui