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» A Linear-Time Graph Kernel
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ESA
2009
Springer
131views Algorithms» more  ESA 2009»
15 years 4 months ago
Solving Dominating Set in Larger Classes of Graphs: FPT Algorithms and Polynomial Kernels
Abstract. We show that the k-Dominating Set problem is fixed parameter tractable (FPT) and has a polynomial kernel for any class of
Geevarghese Philip, Venkatesh Raman, Somnath Sikda...
CIDM
2009
IEEE
15 years 1 months ago
Faster computation of the direct product kernel for graph classification
The direct product kernel, introduced by G
Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Coo...
ATVA
2004
Springer
115views Hardware» more  ATVA 2004»
15 years 1 months ago
First-Order LTL Model Checking Using MDGs
In this paper, we describe a first-order linear time temporal logic (LTL) model checker based on multiway decision graphs (MDG). We developed a first-order temporal language, LMDG ...
Fang Wang, Sofiène Tahar, Otmane Aït M...
SDM
2012
SIAM
304views Data Mining» more  SDM 2012»
13 years 3 days ago
Fast Random Walk Graph Kernel
Random walk graph kernel has been used as an important tool for various data mining tasks including classification and similarity computation. Despite its usefulness, however, it...
U. Kang, Hanghang Tong, Jimeng Sun
GBRPR
2009
Springer
15 years 4 months ago
Edition within a Graph Kernel Framework for Shape Recognition
A large family of shape comparison methods is based on a medial axis transform combined with an encoding of the skeleton by a graph. Despite many qualities this encoding of shapes ...
François-Xavier Dupé, Luc Brun