{"created":"2020-09-01T15:40:07.092800+00:00","id":5038,"links":{},"metadata":{"_buckets":{"deposit":"e67bc32f-2d5f-434a-90f1-b95d160190bb"},"_deposit":{"id":"5038","owners":[],"pid":{"revision_id":0,"type":"recid","value":"5038"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/5038","sets":["1582963302567:1597824273898"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Expectation Maximization (EM) Algorithm for Classification in Medical Disease: Tuberculosis (TB)","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Data Mining involves the use ofsophisticated data analysis tools to discoverpreviously unknown, valid patterns andrelationships in large data sets. Classification isone of the most popular data mining tasks with awide range of applications and lot of algorithmshave been proposed to build accurate andscalable classifiers. This paper uses Expectation-Maximization (EM) algorithm to classify bothlabeled and unlabeled data. EM is a class ofiterative algorithms for maximum likelihood ormaximum a posterior estimation in problems withincomplete data. This system implements EMalgorithm along with the extended definition foridentifying classification of medical diseaseprovided good classification accuracy basedmodel."}]},"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":"2019-07-18"}],"displaytype":"preview","filename":"28_PDFsam_PSC_final proof.pdf","filesize":[{"value":"3 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/5038/files/28_PDFsam_PSC_final proof.pdf"},"version_id":"87dd8f26-b856-4fb3-b121-91e9da6de379"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"Eighth Local Conference on 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":"Chain, May Thazin"},{"subitem_authors_fullname":"Tun, Zaw"}]}]},"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":"2017-12-27"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/932"},"item_title":"Expectation Maximization (EM) Algorithm for Classification in Medical Disease: Tuberculosis (TB)","item_type_id":"21","owner":"1","path":["1597824273898"],"publish_date":"2019-07-18","publish_status":"0","recid":"5038","relation_version_is_last":true,"title":["Expectation Maximization (EM) Algorithm for Classification in Medical Disease: Tuberculosis (TB)"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T02:46:04.510072+00:00"}