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» Application of kernels to link analysis
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EEE
2005
IEEE
14 years 3 months ago
Learning the Kernel Matrix for XML Document Clustering
The rapid growth of XML adoption has urged for the need of a proper representation for semi-structured documents, where the document structural information has to be taken into ac...
Jianwu Yang, William Kwok-Wai Cheung, Xiaoou Chen
JMLR
2006
131views more  JMLR 2006»
13 years 9 months ago
On Representing and Generating Kernels by Fuzzy Equivalence Relations
Kernels are two-placed functions that can be interpreted as inner products in some Hilbert space. It is this property which makes kernels predestinated to carry linear models of l...
Bernhard Moser
PAA
2008
13 years 9 months ago
Distance-based discriminant analysis method and its applications
This paper proposes a method of finding a discriminative linear transformation that enhances the data's degree of conformance to the compactness hypothesis and its inverse. Th...
Serhiy Kosinov, Thierry Pun
DDEP
2000
Springer
14 years 2 months ago
A Link-Oriented Comparison of Hyperdocuments and Programs
There are parallels between the construction of programs and the construction of hypertexts, and in ar between the abstractions available to the application programmer and those a...
Heather Brown, Peter J. Brown, Les Carr, Wendy Hal...
HPCA
2000
IEEE
14 years 2 months ago
A Prefetching Technique for Irregular Accesses to Linked Data Structures
Prefetching offers the potential to improve the performance of linked data structure (LDS) traversals. However, previously proposed prefetching methods only work well when there i...
Magnus Karlsson, Fredrik Dahlgren, Per Stenstr&oum...