{"id":"https://openalex.org/W3192083488","doi":"https://doi.org/10.1109/icaicst53116.2021.9497807","title":"Feature Selection Based on Minimal Information of Boundary Region","display_name":"Feature Selection Based on Minimal Information of Boundary Region","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3192083488","doi":"https://doi.org/10.1109/icaicst53116.2021.9497807","mag":"3192083488"},"language":"en","primary_location":{"id":"doi:10.1109/icaicst53116.2021.9497807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicst53116.2021.9497807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061916737","display_name":"Sombut Foithong","orcid":null},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Sombut Foithong","raw_affiliation_strings":["Faculty of Science and Arts, Burapha University, Chanthaburi, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Arts, Burapha University, Chanthaburi, Thailand","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033705383","display_name":"Sornchai Udomthanapong","orcid":null},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sornchai Udomthanapong","raw_affiliation_strings":["Faculty of Science and Arts, Burapha University, Chanthaburi, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Arts, Burapha University, Chanthaburi, Thailand","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001913354","display_name":"Pornthep Rojanavasu","orcid":"https://orcid.org/0000-0001-9109-6228"},"institutions":[{"id":"https://openalex.org/I4210090662","display_name":"University of Phayao","ror":"https://ror.org/00a5mh069","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210090662"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pornthep Rojanavasu","raw_affiliation_strings":["School of ICT, University of Phayao, Phayao, Thailand"],"affiliations":[{"raw_affiliation_string":"School of ICT, University of Phayao, Phayao, Thailand","institution_ids":["https://openalex.org/I4210090662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061916737"],"corresponding_institution_ids":["https://openalex.org/I129488602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14637283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"97","issue":null,"first_page":"62","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.7258714437484741},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.7242059707641602},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6973823308944702},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6178547143936157},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.6121093034744263},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6000695824623108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5628259181976318},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5507944822311401},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5183830857276917},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4947583079338074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4876896142959595},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.46514880657196045},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4624960422515869},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4468308389186859},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43424269556999207},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3718271255493164}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.7258714437484741},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.7242059707641602},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6973823308944702},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6178547143936157},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.6121093034744263},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6000695824623108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5628259181976318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5507944822311401},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5183830857276917},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4947583079338074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4876896142959595},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.46514880657196045},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4624960422515869},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4468308389186859},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43424269556999207},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3718271255493164},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaicst53116.2021.9497807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicst53116.2021.9497807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W187357405","https://openalex.org/W1508363294","https://openalex.org/W1560107318","https://openalex.org/W1997362234","https://openalex.org/W2018384741","https://openalex.org/W2024654074","https://openalex.org/W2087973052","https://openalex.org/W2099111195","https://openalex.org/W2113890143","https://openalex.org/W2158407140","https://openalex.org/W2168523997","https://openalex.org/W2863268111","https://openalex.org/W3040895835","https://openalex.org/W3093305443","https://openalex.org/W3120740533","https://openalex.org/W4255833381","https://openalex.org/W6607623206","https://openalex.org/W6633497745"],"related_works":["https://openalex.org/W2997083166","https://openalex.org/W2086424613","https://openalex.org/W3037363193","https://openalex.org/W20047544","https://openalex.org/W2533731304","https://openalex.org/W2985680200","https://openalex.org/W2386078281","https://openalex.org/W3111660818","https://openalex.org/W4287553507","https://openalex.org/W2069321575"],"abstract_inverted_index":{"Feature":[0],"Selection":[1],"(FS)":[2],"is":[3,25],"a":[4,10,13,42,50],"dimensionality":[5],"reduction":[6],"strategy":[7],"that":[8,18,113],"picks":[9],"subset":[11,96],"of":[12,41,58,61,95],"data":[14,48],"set's":[15],"original":[16],"features":[17],"are":[19,101],"most":[20,28],"valuable.":[21],"The":[22,91,110],"dependency":[23],"function":[24],"used":[26],"by":[27,83],"current":[29],"FS":[30,68,108],"approaches":[31],"based":[32],"on":[33,67,71],"rough":[34,72],"set":[35,73],"theory":[36],"to":[37],"evaluate":[38],"the":[39,56,59,80,84,88],"quality":[40],"feature":[43],"subset.":[44],"However,":[45],"choosing":[46],"solely":[47],"from":[49],"positive":[51,85],"region":[52,86],"may":[53],"result":[54],"in":[55,93],"loss":[57],"majority":[60],"relevant":[62],"data.":[63],"This":[64],"paper":[65],"focuses":[66],"methods":[69],"stand":[70],"approximations":[74],"and":[75,87,98,106],"mutual":[76],"information":[77,81],"which":[78],"consider":[79],"surrounded":[82],"boundary":[89],"region.":[90],"comparison":[92],"term":[94],"size":[97],"classification":[99],"accuracy":[100],"presented":[102],"between":[103],"proposed":[104,115],"method":[105,116],"other":[107],"methods.":[109],"results":[111],"showed":[112],"our":[114],"can":[117],"extract":[118],"more":[119],"valuable":[120],"information.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}