Various Defuzzification Methods on DNA Similarity Matching Using Fuzzy Inference System-Reference-Cited by-同舟云学术

Various Defuzzification Methods on DNA Similarity Matching Using Fuzzy Inference System

Published:2010-04-20 Issue:3 Volume:14 Page:247-255
ISSN:1883-8014
Container-title:Journal of Advanced Computational Intelligence and Intelligent Informatics
language:en
Short-container-title:JACIII

Author:

Widyanto M. Rahmat, ,Soedarsono Nurtami,Katayama Norihiro,Nakao Mitsuyuki, ,

Abstract

A DNA similarity matching using fuzzy inference system is proposed to measure a similarity between human STR (Short Tandem Repeat) based DNA (Deoxyribonucleic Acid) profiles. Moreover, various defuzzification methods are also tested to observe their behavior on different DNA data characteristics. Experiment on real human STR based DNA profile data shows that the proposed DNA similarity matching produces more realistic similarity values compared to those of the conventional one. Experiment on various defuzzification methods on DNA similarity matching shows that Sugeno defuzzification method is more suitable than those of other defuzzification methods.

Publisher

Fuji Technology Press Ltd.

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Human-Computer Interaction

Reference16 articles.

1. S. Axelrad, “Use of Forensic DNA Database Information for Medical or Genetic Research,” 2006.

2. Interpol, “Disaster Victim Identification,” ICRC, 2002.

3. H. Kitakami, T. Shin-I, K. Ikeo, Y. Ugawa, N. Saitou, T. Gojobori, Y. Tateno, et al., “DNA Database Management System,” Proc. of 28th Annual Hawaii Int. Conf. on System Sciences, 2005.

4. J. Butler et al., “STR Analysis,” Advancing Criminal Justice Through DNA Technology, http://www.dna.gov/basics/analysis/straccessed on June 26, 2009.

5. R. C. Michaelis et al., “A Litigator’s Guide to DNA From the Laboratory to the Courtroom,” Elsevier, 2008.

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