Analyzing protein surface for classification: A geometric hashing approach

Xiong Wang, Jason Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish (US)
Title of host publicationProceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technology, CBGIST 2001
EditorsC.H. Wu, P.P. Wang, J.T.L. Wang
Pages31-34
Number of pages4
StatePublished - Dec 1 2001
EventProceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technology, GBGIST 2001 - Durham, NC, United States
Duration: Mar 15 2001Mar 17 2001

Publication series

NameProceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technolgoy, CBGIST 2001

Other

OtherProceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technology, GBGIST 2001
CountryUnited States
CityDurham, NC
Period3/15/013/17/01

All Science Journal Classification (ASJC) codes

  • Agricultural and Biological Sciences (miscellaneous)
  • Genetics
  • Computer Science (miscellaneous)

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