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» Application of kernels to link analysis
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AAAI
2007
13 years 11 months ago
A Randomized String Kernel and Its Application to RNA Interference
String kernels directly model sequence similarities without the necessity of extracting numerical features in a vector space. Since they better capture complex traits in the seque...
Shibin Qiu, Terran Lane, Ljubomir J. Buturovic
PAMI
2007
131views more  PAMI 2007»
13 years 8 months ago
The Gray-Code Filter Kernels
—In this paper, we introduce a family of filter kernels—the Gray-Code Kernels (GCK) and demonstrate their use in image analysis. Filtering an image with a sequence of Gray-Code...
Gil Ben-Artzi, Hagit Hel-Or, Yacov Hel-Or
JMLR
2006
138views more  JMLR 2006»
13 years 8 months ago
Noisy-OR Component Analysis and its Application to Link Analysis
We develop a new component analysis framework, the Noisy-Or Component Analyzer (NOCA), that targets high-dimensional binary data. NOCA is a probabilistic latent variable model tha...
Tomás Singliar, Milos Hauskrecht
FPL
2007
Springer
141views Hardware» more  FPL 2007»
14 years 2 months ago
Analysis of Kernel Effects on Optimisation Mismatch in Cache Reconfiguration
The effect of kernel operations on cache optimisations in a soft-core reconfigurable system is important for dynamic cache switching design. Considering kernel operations changes ...
John Shield, Peter Sutton, Philip Machanick
TKDE
2011
362views more  TKDE 2011»
13 years 3 months ago
A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases
—This work introduces a link-analysis procedure for discovering relationships in a relational database or a graph, generalizing both simple and multiple correspondence analysis. ...
Luh Yen, Marco Saerens, François Fouss