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» Approximate Kernel Clustering
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PAMI
2008
161views more  PAMI 2008»
15 years 2 months ago
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking
Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. D...
JMLR
2008
88views more  JMLR 2008»
15 years 4 months ago
Universal Multi-Task Kernels
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...
Andrea Caponnetto, Charles A. Micchelli, Massimili...
IWINAC
2005
Springer
15 years 9 months ago
Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals
Alberto Guillén, Ignacio Rojas, Eduardo Ros...
PAMI
2010
192views more  PAMI 2010»
15 years 2 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
108
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IJCNN
2006
IEEE
15 years 10 months ago
Kernel Based Functional Gene Grouping
Abstract— During the last years, high throughput experiments have become very popular. During the analysis of such data the need for a functional grouping of genes arises. In thi...
Holger Fröhlich, Nora Speer, Christian Spieth...