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BMCBI
2006
211views more  BMCBI 2006»
15 years 15 days ago
Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding s
Background: Gene expression profiling has become a useful biological resource in recent years, and it plays an important role in a broad range of areas in biology. The raw gene ex...
Xian Wang, Ao Li, Zhaohui Jiang, Huanqing Feng
100
Voted
BMCBI
2006
242views more  BMCBI 2006»
15 years 15 days ago
Predicting residue-wise contact orders in proteins by support vector regression
Background: The residue-wise contact order (RWCO) describes the sequence separations between the residues of interest and its contacting residues in a protein sequence. It is a ne...
Jiangning Song, Kevin Burrage
ANNPR
2006
Springer
15 years 4 months ago
Support Vector Regression Using Mahalanobis Kernels
Abstract. In our previous work we have shown that Mahalanobis kernels are useful for support vector classifiers both from generalization ability and model selection speed. In this ...
Yuya Kamada, Shigeo Abe
66
Voted
CIMCA
2005
IEEE
15 years 6 months ago
Leave-one-out Bounds for Support Vector Regression
Yingjie Tian, Naiyang Deng
79
Voted
FGR
2000
IEEE
122views Biometrics» more  FGR 2000»
15 years 4 months ago
Support Vector Regression and Classification Based Multi-View Face Detection and Recognition
Yongmin Li, Shaogang Gong, Heather M. Liddell