{"created":"2020-09-01T14:33:43.928072+00:00","id":4358,"links":{},"metadata":{"_buckets":{"deposit":"d106be05-937e-4297-aff6-d2f4f2cb5fcf"},"_deposit":{"id":"4358","owners":[],"pid":{"revision_id":0,"type":"recid","value":"4358"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/4358","sets":["1582963302567:1597824304333"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Comparative Study of Fuzzy PSO (FPSO) Clustering Algorithm and Fuzzy C-Means (FCM) Clustering Algorithm","subitem_1551255648112":"en_US"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Swarm intelligence that mimic the naturalcollective intelligence to solve the computationalproblem has emerged and widely used in data mining.Particle swarm optimization (PSO) is a kind of swarmintelligence algorithm. Fuzzy clustering is animportant research in several real-world applications.Fuzzy particle swarm optimization (FPSO) is a fuzzyclustering algorithm that can be optimized with the useof PSO algorithm to get global optima. Fuzzy c-means(FCM) is one of the most popular fuzzy clusteringtechniques. In this paper, FPSO and FCM clusteringalgorithms will be implemented. These two methodswere compared in term of execution times and fuzzyobjective function ( �� ) by using datasets namely IrisPlants, Breast Cancer and Wine from UCI (Universityof California) Machine Learning repository."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"Fuzzy Clustering"},{"interim":"Particle Swarm Optimization"},{"interim":"Fuzzy Particle Swarm Optimization (FPSO)"},{"interim":"Fuzzy C-means (FCM)"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-10-15"}],"displaytype":"preview","filename":"NJPSC 2019 Proceedings-pages-62-67.pdf","filesize":[{"value":"624 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/4358/files/NJPSC 2019 Proceedings-pages-62-67.pdf"},"version_id":"54783065-723b-4212-aa75-8c64f34910b8"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"National Journal of Parallel and Soft Computing","subitem_pages":"","subitem_volume":""}]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"","subitem_c_date":"","subitem_conference_title":"","subitem_part":"","subitem_place":"","subitem_session":"","subitem_website":""}]},"item_1583103211336":{"attribute_name":"Books/reports/chapters","attribute_value_mlt":[{"subitem_book_title":"","subitem_isbn":"","subitem_pages":"","subitem_place":"","subitem_publisher":""}]},"item_1583103233624":{"attribute_name":"Thesis/dissertations","attribute_value_mlt":[{"subitem_awarding_university":"","subitem_supervisor(s)":[{"subitem_supervisor":""}]}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Oo, Phyo Phyo"},{"subitem_authors_fullname":"Htoon, Ei Chaw"}]}]},"item_1583108359239":{"attribute_name":"Upload type","attribute_value_mlt":[{"interim":"Publication"}]},"item_1583108428133":{"attribute_name":"Publication type","attribute_value_mlt":[{"interim":"Article"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2019-03"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/2297"},"item_title":"Comparative Study of Fuzzy PSO (FPSO) Clustering Algorithm and Fuzzy C-Means (FCM) Clustering Algorithm","item_type_id":"21","owner":"1","path":["1597824304333"],"publish_date":"2019-10-15","publish_status":"0","recid":"4358","relation_version_is_last":true,"title":["Comparative Study of Fuzzy PSO (FPSO) Clustering Algorithm and Fuzzy C-Means (FCM) Clustering Algorithm"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T01:47:51.137985+00:00"}