Tribal classification using probability density function (PDF) and fuzzy inference system (FIS)

Maria Susan Anggreainy Anggreainy, M. Rahmat Widyanto, Belawati H. Widjaja, Nurtami Soedarsono, Kaoru Hirota

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The classification of tribal information data is useful to narrow the scope of the investigation into a particular tribal domain so that the process of DNA profile identification can be done with less amount of data so that it can be done with a faster time. In this study we proposed fuzzy inference and also proposed the function of probability density of allele markers as a function of fuzzy membership. The DNA profile has two alleles derived from the parent, based on this case then the presentation of the probability density function of each locus in a tribe is made in two models of membership function, ie the membership function of the independent allele model and in-paired model allele membership function. The experimental results show that the percentage accuracy of in-paired model allele membership function is better than the independent allele model membership function.

Original languageEnglish
Title of host publicationProceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1181-1184
Number of pages4
ISBN (Electronic)9781538626337
DOIs
Publication statusPublished - 15 May 2019
EventJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018 - Toyama, Japan
Duration: 5 Dec 20188 Dec 2018

Publication series

NameProceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018

Conference

ConferenceJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
CountryJapan
CityToyama
Period5/12/188/12/18

Keywords

  • Classification
  • DNA Profile
  • Fuzzy inference
  • Probability density function
  • STR

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