{"_buckets": {"deposit": "1db810ef-39d3-41e6-a3ee-d5948bb045dc"}, "_deposit": {"id": "3417", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3417"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3417", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Improving the Accuracy of Classifier with the Ensemble of Centroid Based Algorithms", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Classification accuracy improvement is anessential process in data analysis problems and largeamount of data generated in extra bytes per year areproduced by many real world application. There aremany enhancement techniques to address theproblems as regarding the classificationperformance, have been proposed previously bymany researchers. However, the issues of mislabelingproblems that depend on noise dataset, classimbalanced problems and big data problems stillhave been a challenge of today’s research. In datamining process, the ensemble of classifiers are knownto increase the accuracy of single classifiers bycombining several of them, but neither of theselearning techniques alone solve the above problems.Therefore, this paper analyzes on the problems ofdata and emphasizes on the ensemble techniques byusing centroid based clustering methods. In order toget the more accuracy, filtering process is used byenhancing the simple ensemble ways of classifier."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-22"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "ICCA 2019 Proceedings Book-pages-85-91.pdf", "filesize": [{"value": "360 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 360000.0, "url": {"url": "https://meral.edu.mm/record/3417/files/ICCA 2019 Proceedings Book-pages-85-91.pdf"}, "version_id": "95228901-2117-4f98-8ee8-d63a39cf53dd"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Seventeenth International Conference on Computer Applications(ICCA 2019)", "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": "Khine, Phyo Thu Thu"}, {"subitem_authors_fullname": "Win, Htwe Pa Pa"}]}]}, "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": "2019-02-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1170"}, "item_title": "Improving the Accuracy of Classifier with the Ensemble of Centroid Based Algorithms", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003417", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-22"}, "publish_date": "2019-07-22", "publish_status": "0", "recid": "3417", "relation": {}, "relation_version_is_last": true, "title": ["Improving the Accuracy of Classifier with the Ensemble of Centroid Based Algorithms"], "weko_shared_id": -1}