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ECAI
2010
Springer
14 years 10 months ago
Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation
Antonino Freno, Edmondo Trentin, Marco Gori
TSP
2010
14 years 4 months ago
Radial function based kernel design for time-frequency distributions
Sandun Kodituwakku, Rodney A. Kennedy, Thushara D....
IROS
2006
IEEE
120views Robotics» more  IROS 2006»
15 years 3 months ago
Learning from Nature to Build Intelligent Autonomous Robots
Information processing within autonomous robots should follow a biomimetic approach. In contrast to traditional approaches that make intensive use of accurate measurements, numeric...
Rainer Bischoff 0002, Volker Graefe
MICAI
2007
Springer
15 years 3 months ago
Variants of Tree Kernels for XML Documents
In this paper, we discuss tree kernels that can be applied for the classification of XML documents based on their DOM trees. DOM trees are ordered trees, in which every node might...
Peter Geibel, Helmar Gust, Kai-Uwe Kühnberger
AAAI
2007
14 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