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ICANN
2007
Springer
14 years 4 months ago
Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space
Abstract. In this paper we discuss sparse least squares support vector regressors (sparse LS SVRs) defined in the reduced empirical feature space, which is a subspace of mapped tr...
Shigeo Abe, Kenta Onishi
IMSCCS
2006
IEEE
14 years 3 months ago
Parallel Multicategory Support Vector Machines (PMC-SVM) for Classifying Microcarray Data
Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of biological classification problems. However, the proc...
Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
ICDM
2005
IEEE
135views Data Mining» more  ICDM 2005»
14 years 3 months ago
Bit Reduction Support Vector Machine
Abstract— Support vector machines are very accurate classifiers and have been widely used in many applications. However, the training and to a lesser extent prediction time of s...
Tong Luo, Lawrence O. Hall, Dmitry B. Goldgof, And...
NIME
2004
Springer
110views Music» more  NIME 2004»
14 years 3 months ago
ism: Improvisation Supporting System based on Melody Correction
In this paper, we describe a novel improvisation supporting system based on correcting musically unnatural melodies. Since improvisation is the musical performance style that invo...
Katsuhisa Ishida, Tetsuro Kitahara, Masayuki Taked...
EICS
2009
ACM
14 years 2 months ago
AUGUR: providing context-aware interaction support
As user interfaces become more and more complex and feature laden, usability tends to decrease. One possibility to counter this effect are intelligent support mechanisms. In this ...
Melanie Hartmann, Daniel Schreiber, Max Mühlh...