{"_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": ["user-ucsy"]}, "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", "download_preview_message": "", "file_order": 0, "filename": "NJPSC 2019 Proceedings-pages-62-67.pdf", "filesize": [{"value": "624 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 624000.0, "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"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004358", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-10-15"}, "publish_date": "2019-10-15", "publish_status": "0", "recid": "4358", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Study of Fuzzy PSO (FPSO) Clustering Algorithm and Fuzzy C-Means (FCM) Clustering Algorithm"], "weko_shared_id": -1}