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.
| Original language | English |
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| Publication status | Published - 2009 |
| Event | International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009 - Tokyo, Japan Duration: 2009 Nov 7 → 2009 Nov 7 |
Conference
| Conference | International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009 |
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| Country/Territory | Japan |
| City | Tokyo |
| Period | 09/11/7 → 09/11/7 |
Keywords
- Defuzzification method
- DNA similarity matching
- Fuzzy inference system
- Short tandem repeat