{"id":"https://openalex.org/W2467239369","doi":"https://doi.org/10.5815/ijitcs.2016.07.04","title":"Evaluation of Meta-Heuristic Algorithms for Stable Feature Selection","display_name":"Evaluation of Meta-Heuristic Algorithms for Stable Feature Selection","publication_year":2016,"publication_date":"2016-06-26","ids":{"openalex":"https://openalex.org/W2467239369","doi":"https://doi.org/10.5815/ijitcs.2016.07.04","mag":"2467239369"},"language":"en","primary_location":{"id":"doi:10.5815/ijitcs.2016.07.04","doi":"https://doi.org/10.5815/ijitcs.2016.07.04","is_oa":true,"landing_page_url":"https://doi.org/10.5815/ijitcs.2016.07.04","pdf_url":"http://www.mecs-press.org/ijitcs/ijitcs-v8-n7/IJITCS-V8-N7-4.pdf","source":{"id":"https://openalex.org/S2483513740","display_name":"International Journal of Information Technology and Computer Science","issn_l":"2074-9007","issn":["2074-9007","2074-9015"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology and Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.mecs-press.org/ijitcs/ijitcs-v8-n7/IJITCS-V8-N7-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000207752","display_name":"Maysam Toghraee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210126091","display_name":"Islamic Azad University Yasuj","ror":"https://ror.org/041hvc055","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210126091"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maysam Toghraee","raw_affiliation_strings":["Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran","institution_ids":["https://openalex.org/I4210126091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019606307","display_name":"Ham\u00efd Parv\u00efn","orcid":"https://orcid.org/0000-0001-8717-7711","observed_orcids":["https://orcid.org/0000-0001-8717-7711","https://orcid.org/0000-0002-5810-1766"]},"institutions":[{"id":"https://openalex.org/I4210126091","display_name":"Islamic Azad University Yasuj","ror":"https://ror.org/041hvc055","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210126091"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid parvin","raw_affiliation_strings":["Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran","institution_ids":["https://openalex.org/I4210126091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090590758","display_name":"Farhad Rad","orcid":"https://orcid.org/0000-0002-9657-6578","observed_orcids":["https://orcid.org/0000-0002-9657-6578"]},"institutions":[{"id":"https://openalex.org/I4210126091","display_name":"Islamic Azad University Yasuj","ror":"https://ror.org/041hvc055","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210126091"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farhad rad","raw_affiliation_strings":["Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of engineering, department of computer science, Islamic Azad University, Kohgilouye-va-Boyerahmad, Yasouj, Iran","institution_ids":["https://openalex.org/I4210126091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210126091"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"7","first_page":"22","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.6338000297546387,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.6338000297546387,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.11649999767541885,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.07490000128746033,"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/feature-selection","display_name":"feature selection","score":0.699999988079071},{"id":"https://openalex.org/keywords/metaheuristic-algorithms","display_name":"metaheuristic algorithms","score":0.8330000042915344},{"id":"https://openalex.org/keywords/algorithmic-stability","display_name":"algorithm stability","score":0.7020000219345093},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.5550000071525574},{"id":"https://openalex.org/keywords/medical-data-mining","display_name":"medical data mining","score":0.9039999842643738},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.3709999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8864257335662842},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6836519241333008},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6326729655265808},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5961806178092957},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.543686032295227},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5264264345169067},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5219794511795044},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.49730804562568665},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4971769154071808},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.48977065086364746},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.47288766503334045},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.443963885307312},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43781691789627075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39789044857025146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38203608989715576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30424875020980835},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5815/ijitcs.2016.07.04","doi":"https://doi.org/10.5815/ijitcs.2016.07.04","is_oa":true,"landing_page_url":"https://doi.org/10.5815/ijitcs.2016.07.04","pdf_url":"http://www.mecs-press.org/ijitcs/ijitcs-v8-n7/IJITCS-V8-N7-4.pdf","source":{"id":"https://openalex.org/S2483513740","display_name":"International Journal of Information Technology and Computer Science","issn_l":"2074-9007","issn":["2074-9007","2074-9015"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology and Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5815/ijitcs.2016.07.04","doi":"https://doi.org/10.5815/ijitcs.2016.07.04","is_oa":true,"landing_page_url":"https://doi.org/10.5815/ijitcs.2016.07.04","pdf_url":"http://www.mecs-press.org/ijitcs/ijitcs-v8-n7/IJITCS-V8-N7-4.pdf","source":{"id":"https://openalex.org/S2483513740","display_name":"International Journal of Information Technology and Computer Science","issn_l":"2074-9007","issn":["2074-9007","2074-9015"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2467239369.pdf","grobid_xml":"https://content.openalex.org/works/W2467239369.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W12820539","https://openalex.org/W1971784203","https://openalex.org/W1984762043","https://openalex.org/W2037984448","https://openalex.org/W2040544015","https://openalex.org/W2098477891","https://openalex.org/W2133591430","https://openalex.org/W2134978220","https://openalex.org/W2136589898","https://openalex.org/W2140387247","https://openalex.org/W2152195021","https://openalex.org/W2160293679","https://openalex.org/W2186448339","https://openalex.org/W2402846924","https://openalex.org/W2491630315","https://openalex.org/W2613176274","https://openalex.org/W2801455852","https://openalex.org/W2998216295","https://openalex.org/W4241240417","https://openalex.org/W4285719527","https://openalex.org/W4321613415"],"related_works":["https://openalex.org/W2526471707","https://openalex.org/W2475241041","https://openalex.org/W2626683422","https://openalex.org/W2736114299","https://openalex.org/W4387674051","https://openalex.org/W2612877759","https://openalex.org/W2997416769","https://openalex.org/W2744790735","https://openalex.org/W2573242108","https://openalex.org/W4323265954"],"abstract_inverted_index":{"Now":[0],"a":[1,77,114,154],"days,":[2],"developing":[3],"the":[4,11,17,30,34,63,84,108,119,125,128,147,150],"science":[5,74],"and":[6,8,15,49,66,75,82,132,149],"technology":[7,9],"tools,":[10],"ability":[12],"of":[13,69,156],"reviewing":[14],"saving":[16],"important":[18],"data":[19,31,43,70,85,109,120,131],"has":[20,92],"been":[21,93],"provided.It":[22],"is":[23,39,60,113],"needed":[24],"to":[25,32,46,61,106,122,142,145],"have":[26,137],"knowledge":[27],"for":[28,41,79,117],"searching":[29,40],"reach":[33],"necessary":[35],"useful":[36],"results.Data":[37],"mining":[38,71,86],"big":[42],"sources":[44],"automatically":[45],"find":[47,123],"patterns":[48,87],"dependencies":[50],"which":[51],"are":[52],"not":[53,103],"done":[54],"by":[55],"simple":[56],"statistical":[57],"analysis.The":[58],"scope":[59],"study":[62],"predictive":[64],"role":[65],"usage":[67],"domain":[68],"in":[72,88,130,134],"medical":[73],"suggesting":[76],"frame":[78],"creating,":[80],"assessing":[81,100,118],"exploiting":[83],"this":[89],"field.As":[90],"it":[91],"found":[94],"out":[95,124],"from":[96],"previous":[97],"researches":[98],"that":[99],"methods":[101,141],"can":[102],"be":[104,143],"used":[105],"specify":[107],"discrepancies,":[110],"our":[111],"suggestion":[112],"new":[115],"approach":[116],"similarities":[121],"relations":[126],"between":[127],"variation":[129],"stability":[133],"selection.Therefore":[135],"we":[136],"chosen":[138],"meta":[139],"heuristic":[140],"able":[144],"choose":[146],"best":[148],"stable":[151],"algorithms":[152],"among":[153],"set":[155],"algorithms.":[157]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-07-22T00:00:00"}