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» Kernels for Semi-Structured Data
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ICML
2008
IEEE
14 years 11 months ago
Sequence kernels for predicting protein essentiality
The problem of identifying the minimal gene set required to sustain life is of crucial importance in understanding cellular mechanisms and designing therapeutic drugs. This work d...
Cyril Allauzen, Mehryar Mohri, Ameet Talwalkar
ACSAC
2008
IEEE
14 years 4 months ago
Soft-Timer Driven Transient Kernel Control Flow Attacks and Defense
A new class of stealthy kernel-level malware, called transient kernel control flow attacks, uses dynamic soft timers to achieve significant work while avoiding any persistent ch...
Jinpeng Wei, Bryan D. Payne, Jonathon Giffin, Calt...
ECML
2004
Springer
14 years 3 months ago
Using String Kernels to Identify Famous Performers from Their Playing Style
Abstract. In this paper we show a novel application of string kernels: that is to the problem of recognising famous pianists from their style of playing. The characterstics of perf...
Craig Saunders, David R. Hardoon, John Shawe-Taylo...
FGR
2004
IEEE
159views Biometrics» more  FGR 2004»
14 years 1 months ago
Null Space-based Kernel Fisher Discriminant Analysis for Face Recognition
The null space-based LDA takes full advantage of the null space while the other methods remove the null space. It proves to be optimal in performance. From the theoretical analysi...
Wei Liu, Yunhong Wang, Stan Z. Li, Tieniu Tan
ICPR
2010
IEEE
14 years 1 months ago
Kernel-Based Implicit Regularization of Structured Objects
Weighted graph regularization provides a rich framework that allows to regularize functions defined over the vertices of a weighted graph. Until now, such a framework has been only...
François-Xavier Dupé, Sébastien Bougleux, Luc B...