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» Application of kernels to link analysis
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AAAI
2007
13 years 7 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 4 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 4 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»
13 years 11 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»
12 years 11 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