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» Nonstationary kernel combination
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84
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CIVR
2009
Springer
121views Image Analysis» more  CIVR 2009»
15 years 8 months ago
A procedure of adaptive kernel combination with kernel-target alignment for object classification
Motoaki Kawanabe, Shinichi Nakajima, Alexander Bin...
128
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ICML
2004
IEEE
16 years 2 months ago
A fast iterative algorithm for fisher discriminant using heterogeneous kernels
We propose a fast iterative classification algorithm for Kernel Fisher Discriminant (KFD) using heterogeneous kernel models. In contrast with the standard KFD that requires the us...
Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao
BICOB
2010
Springer
14 years 12 months ago
Multiple Kernel Learning for Fold Recognition
Fold recognition is a key problem in computational biology that involves classifying protein sharing structural similarities into classes commonly known as "folds". Rece...
Huzefa Rangwala
143
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ICASSP
2011
IEEE
14 years 5 months ago
Multiple kernel nonnegative matrix factorization
Kernel nonnegative matrix factorization (KNMF) is a recent kernel extension of NMF, where matrix factorization is carried out in a reproducing kernel Hilbert space (RKHS) with a f...
Shounan An, Jeong-Min Yun, Seungjin Choi