{"_buckets": {"deposit": "062b5550-0071-4044-9e6b-9a81adfb34d2"}, "_deposit": {"id": "3332", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3332"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3332", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Performance Analysis on Mail Classification with Multilayer Perceptron (MLP)", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Spam is a key problem in electroniccommunication, including large-scale emailsystems. Classification of spam emails is asignificant operation in email system. The efficiencyof this process is determined by many factors suchas number of features, feature selection techniques,representation of symbols and classifier. This paperfocuseson email classifier with MultilayerPerceptron(MLP) approach for spam and hammails classification. The systemis used termfrequencyand inverse document frequency (tf-idf)and fisher score feature selection methods atpreprocessing. These methods allow selectingrelevant features and adding benefit in terms ofimprovisation in accuracy and reduced timecomplexity to email classification system."}]}, "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": "2019-07-19"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "244_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "237 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 237000.0, "url": {"url": "https://meral.edu.mm/record/3332/files/244_PDFsam_PSC_final proof.pdf"}, "version_id": "245d814a-f463-46f1-8d53-59b6af402e80"}]}, "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": "Hlaing, Nwe Ni"}, {"subitem_authors_fullname": "Maw, Aung Htein"}]}]}, "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/123456789/1093"}, "item_title": "Performance Analysis on Mail Classification with Multilayer Perceptron (MLP)", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003332", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-19"}, "publish_date": "2019-07-19", "publish_status": "0", "recid": "3332", "relation": {}, "relation_version_is_last": true, "title": ["Performance Analysis on Mail Classification with Multilayer Perceptron (MLP)"], "weko_shared_id": -1}