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» Diversified SVM Ensembles for Large Data Sets
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ECML
2006
Springer
14 years 2 months ago
Diversified SVM Ensembles for Large Data Sets
Ivor W. Tsang, András Kocsor, James T. Kwok
CVPR
2009
IEEE
1453views Computer Vision» more  CVPR 2009»
15 years 3 months ago
Learning Photometric Invariance From Diversified Color Model Ensembles
Color is a powerful visual cue for many computer vision applications such as image segmentation and object recognition. However, most of the existing color models depend on the i...
Jose M. Alvarez, Theo Gevers, Antonio M. Lopez
IJON
2008
173views more  IJON 2008»
13 years 10 months ago
Support vector machine classification for large data sets via minimum enclosing ball clustering
Support vector machine (SVM) is a powerful technique for data classification. Despite of its good theoretic foundations and high classification accuracy, normal SVM is not suitabl...
Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li
DMIN
2008
176views Data Mining» more  DMIN 2008»
14 years 9 days ago
Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution
Support Vector Machines (SVM) have gained profound interest amidst the researchers. One of the important issues concerning SVM is with its application to large data sets. It is rec...
Jair Cervantes, Xiaoou Li, Wen Yu
MCS
2009
Springer
14 years 5 months ago
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data
The classification of hyperspectral imagery, using multiple classifier systems is discussed and an SVM-based ensemble is introduced. The data set is separated into separate featu...
Xavier Ceamanos, Björn Waske, Jon Atli Benedi...