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Optimal assignment kernels for attributed molecular graphs (2005)

Abstract
We propose a new kernel function for attributed molecular graphs, which is based on the idea of computing an optimal assignment from the atoms of one molecule to those of another one, including information on neighborhood, membership to a certain structural element and other characteristics for each atom.

Publication details
Download http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.6128
Source http://www-ra.informatik.uni-tuebingen.de/mitarb/froehlich/../../publikationen/2005/froehlich05OAKernels.pdf
Publisher ACM Press
Contributors CiteSeerX
Repository CiteSeerX - Scientific Literature Digital Library and Search Engine (United States)
Type text
Language English
Relation 10.1.1.122.7088, 10.1.1.69.89, 10.1.1.109.476, 10.1.1.123.5692, 10.1.1.76.4516