TY - JOUR
T1 - Various defuzzification methods on DNA similarity matching using fuzzy inference system
AU - Widyanto, Muhammad Rahmat
AU - Nurtami, null
AU - Katayama, Norihiro
AU - Nakao, Mitsuyuki
PY - 2010/4
Y1 - 2010/4
N2 - 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 similaritymatching produces more realistic similarity values compared to those of the conventional one. Experiment on various defuzzification methods on DNA similarity matching shows that Sugeno defuzzificationmethod ismore suitable than those of other defuzzification methods.
AB - 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 similaritymatching produces more realistic similarity values compared to those of the conventional one. Experiment on various defuzzification methods on DNA similarity matching shows that Sugeno defuzzificationmethod ismore suitable than those of other defuzzification methods.
KW - DNA similarity matching
KW - Defuzzification method
KW - Fuzzy inference system
KW - Short tandem repeat
UR - http://www.scopus.com/inward/record.url?scp=77951233126&partnerID=8YFLogxK
U2 - 10.20965/jaciii.2010.p0247
DO - 10.20965/jaciii.2010.p0247
M3 - Article
AN - SCOPUS:77951233126
SN - 1343-0130
VL - 14
SP - 247
EP - 255
JO - Journal of Advanced Computational Intelligence and Intelligent Informatics
JF - Journal of Advanced Computational Intelligence and Intelligent Informatics
IS - 3
ER -