Analyzing protein surface for classification: A geometric hashing approach

Document Type

Conference Proceeding

Publication Date

12-1-2001

Abstract

In this paper, we present a surface extracting algorithm that finds the surface of a set of points in 3D Euclidean space. We apply the algorithm to extract the surfaces from proteins and discover patterns from these surface structures, using the pattern discovery algorithm we developed earlier. We then use these patterns to classify the proteins. Experimental results show the good performance of the proposed approach.

Identifier

1842453365 (Scopus)

ISBN

[0970789009]

Publication Title

Proceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technolgoy Cbgist 2001

First Page

31

Last Page

34

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