{"_buckets": {"deposit": "1cde32c2-487b-4761-9290-bd44a0b355dc"}, "_deposit": {"id": "4402", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4402"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4402", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Comparative Study of Attribute Selection for Morphological Identification of Fishes", "subitem_1551255648112": "en_US"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Taxonomy is the science of naming, describingand classifying organisms that includes all plants,animals and microorganisms of the world. Usingmorphological, behavioral, genetic information andbiochemical observations, taxonomists identify anddescribe species into classification. The taxonomicidentification of fishes is a time-consuming processand making errors is indispensable for those who arenot specialists. This system proposes an automatedspecies identification system to identify taxonomiccharacters of species based on specimen and providestatistical clues for assisting taxonomists to identifyaccurate species or revision of misdiagnosed species.For this system, feature selection is an essentialstep to effectively reduce data dimensionality.This system first selects the best relevant featuresby using combination and the classificationperformance of two classifiers, Random Forest andAttributed Selected. And then correctly classifies thefish species and compares the accuracy of these twoclassifiers."}]}, "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": "2019-10-25"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "2.Comparative Study of Attribute Selection for Morphological Identification of Fishes.pdf", "filesize": [{"value": "443 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 443000.0, "url": {"url": "https://meral.edu.mm/record/4402/files/2.Comparative Study of Attribute Selection for Morphological Identification of Fishes.pdf"}, "version_id": "df267494-f8da-4e11-98ac-c4fe946ad926"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Thirteenth International Conference On Computer Applications (ICCA 2015)", "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": "Hnin, Than Thida"}, {"subitem_authors_fullname": "Lynn, Khin Thidar"}]}]}, "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": "2015-02-05"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/2337"}, "item_title": "Comparative Study of Attribute Selection for Morphological Identification of Fishes", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004402", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-10-25"}, "publish_date": "2019-10-25", "publish_status": "0", "recid": "4402", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Study of Attribute Selection for Morphological Identification of Fishes"], "weko_shared_id": -1}