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Searching for "Latent Semantic Kernels." – sorted by Relevance.

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16 documents found, showing 1 through 10. Next 10 →

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Latent Semantic Kernels
by Nello Cristianini, Royal Holloway — 2001
…. Latent Semantic Kernels Latent Semantic Indexing (LSI) [4] is a technique to incorporate semantic…
Cited by 52 (7 self) – Add To MetaCart

Latent Semantic Kernels for Feature Selection
by Nello Cristianini, Huma Lodhi, John Shawe-taylor — 2000
…Latent Semantic Kernels for Feature Selection Nello Cristianini Huma Lodhi John Shawe…
Cited by 6 (5 self) – Add To MetaCart

unknown title
by unknown authors
…, Latent Semantic Indexing, Latent Semantic Kernels, Gram-Schmidt Kernels, Text Categorization 1…
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The Organisation and Retrieval of Document Collections: A Machine Learning Approach
by Alexei Vinokourov — 2003
…. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128 8.2 A Latent Variable Models Approach to the Construction of Semantic Kernels…
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Learning The Semantics Of Multimedia Content With Application To Web Image Retrieval
by Alexei Vinokourov, David R. Hardoon, John Shawe-taylor — 2003 — In Proceedings of Fourth International Symposium on Independent Component Analysis and Blind Source Separation
…-up methods also have emerged, for example, Latent Semantic Kernel (LSK) [2]. The sparsity of text data…
Cited by 11 (6 self) – Add To MetaCart

Learning The Semantics Of Multimedia Content With Application To
by Web Image Retrieval, Alexei Vinokourov, David R. Hardoon, John Shawe-taylor — 2003 — In Proceedings of Fourth International Symposium on Independent Component Analysis and Blind Source Separation
…-up methods also have emerged, for example, Latent Semantic Kernel (LSK) [2]. The sparsity of text data…
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A web-based kernel function for matching short text snippets
by Mehran Sahami, Tim Heilman — 2005 — In International Workshop located at the 22nd International Conference on Machine Learning (ICML
… the work presented here. One of the early approaches in this vein is Latent Semantic Kernels (Cristianini…
Cited by 5 (0 self) – Add To MetaCart

Local Semantic Kernels for Text Document Clustering
by Loulwah Alsumait, Carlotta Domeniconi — 2007 — In Workshop on Text Mining, SIAM International Conference on Data Mining
…. The corresponding kernel is called Latent Semantic Kernel (LSK). The simplest method to compute P , and used…
Cited by 1 (1 self) – Add To MetaCart

Information marginalization on subgraphs
by Jiayuan Huang, Russell Greiner, Dengyong Zhou, Dale Schuurmans — 2006 — In PKDD
… on the Formal Semantics of Pictures Machines 7. Latent Semantic Kernels 7. A Noise-Tolerant Hybrid Model of a…
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On the Concentration of Spectral Properties
by John Shawe-Taylor, Nello Cristianini, Jaz Kandola — 2001
… as latent semantic indexing, again with kernel dened feature spaces [2]. Furthermore eigenvectors have been…
Cited by 10 (4 self) – Add To MetaCart

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