{"id":"https://openalex.org/W4387450808","doi":"https://doi.org/10.59277/romjist.2023.3-4.08","title":"Binary Anarchic Society Optimization for Feature Selection","display_name":"Binary Anarchic Society Optimization for Feature Selection","publication_year":2023,"publication_date":"2023-09-28","ids":{"openalex":"https://openalex.org/W4387450808","doi":"https://doi.org/10.59277/romjist.2023.3-4.08"},"language":"en","primary_location":{"id":"doi:10.59277/romjist.2023.3-4.08","doi":"https://doi.org/10.59277/romjist.2023.3-4.08","is_oa":true,"landing_page_url":"https://doi.org/10.59277/romjist.2023.3-4.08","pdf_url":"http://romjist.ro/full-texts/paper755.pdf","source":{"id":"https://openalex.org/S151779546","display_name":"Romanian Journal of Information Science and Technology","issn_l":"1453-8245","issn":["1453-8245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-3"],"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":"Romanian Journal of Information Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://romjist.ro/full-texts/paper755.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091233872","display_name":"\u00dcmit K\u0131l\u0131\u00e7","orcid":"https://orcid.org/0000-0001-8067-6024","observed_orcids":["https://orcid.org/0000-0001-8067-6024"]},"institutions":[{"id":"https://openalex.org/I50379099","display_name":"Adana Science and Technology University","ror":"https://ror.org/013z3yn41","country_code":"TR","type":"education","lineage":["https://openalex.org/I50379099"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Umit KILIC","raw_affiliation_strings":["Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey","institution_ids":["https://openalex.org/I50379099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067911068","display_name":"Esra Sara\u00e7 E\u015fsiz","orcid":"https://orcid.org/0000-0002-2503-0084","observed_orcids":["https://orcid.org/0000-0002-2503-0084"]},"institutions":[{"id":"https://openalex.org/I50379099","display_name":"Adana Science and Technology University","ror":"https://ror.org/013z3yn41","country_code":"TR","type":"education","lineage":["https://openalex.org/I50379099"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esra SARAC ESSIZ","raw_affiliation_strings":["Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey","institution_ids":["https://openalex.org/I50379099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022325174","display_name":"M\u00fcmine Kaya Kele\u015f","orcid":"https://orcid.org/0000-0001-8414-1713","observed_orcids":["https://orcid.org/0000-0001-8414-1713"]},"institutions":[{"id":"https://openalex.org/I50379099","display_name":"Adana Science and Technology University","ror":"https://ror.org/013z3yn41","country_code":"TR","type":"education","lineage":["https://openalex.org/I50379099"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mumine KAYA KELES","raw_affiliation_strings":["Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Adana Alparslan Turkes Science and Technology University, Saricam, 01230, Adana, Turkey","institution_ids":["https://openalex.org/I50379099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091233872"],"corresponding_institution_ids":["https://openalex.org/I50379099"],"apc_list":null,"apc_paid":null,"fwci":3.489,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.94525035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"2023","issue":"3-4","first_page":"351","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.0005000000237487257,"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"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.00039999998989515007,"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":0.9670000076293945},{"id":"https://openalex.org/keywords/binary-metaheuristic","display_name":"binary metaheuristic","score":0.7730000019073486},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.7419999837875366},{"id":"https://openalex.org/keywords/classification-performance","display_name":"classification performance","score":0.5320000052452087},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.6449999809265137},{"id":"https://openalex.org/keywords/metaheuristic-comparison","display_name":"metaheuristic comparison","score":0.6499999761581421}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8309234380722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6924878358840942},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6778591871261597},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6300960779190063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6133688688278198},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6022055149078369},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5181320905685425},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.516627848148346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4220551550388336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3706762194633484},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14398372173309326},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.59277/romjist.2023.3-4.08","doi":"https://doi.org/10.59277/romjist.2023.3-4.08","is_oa":true,"landing_page_url":"https://doi.org/10.59277/romjist.2023.3-4.08","pdf_url":"http://romjist.ro/full-texts/paper755.pdf","source":{"id":"https://openalex.org/S151779546","display_name":"Romanian Journal of Information Science and Technology","issn_l":"1453-8245","issn":["1453-8245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-3"],"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":"Romanian Journal of Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.59277/romjist.2023.3-4.08","doi":"https://doi.org/10.59277/romjist.2023.3-4.08","is_oa":true,"landing_page_url":"https://doi.org/10.59277/romjist.2023.3-4.08","pdf_url":"http://romjist.ro/full-texts/paper755.pdf","source":{"id":"https://openalex.org/S151779546","display_name":"Romanian Journal of Information Science and Technology","issn_l":"1453-8245","issn":["1453-8245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-3"],"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":"Romanian Journal of Information Science and Technology","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/W4387450808.pdf","grobid_xml":"https://content.openalex.org/works/W4387450808.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W252392022","https://openalex.org/W1497256448","https://openalex.org/W1624059664","https://openalex.org/W1905990843","https://openalex.org/W1999635750","https://openalex.org/W2001979953","https://openalex.org/W2061438946","https://openalex.org/W2095532426","https://openalex.org/W2109430017","https://openalex.org/W2133102287","https://openalex.org/W2143560894","https://openalex.org/W2151965003","https://openalex.org/W2152195021","https://openalex.org/W2171211995","https://openalex.org/W2244602389","https://openalex.org/W2290883490","https://openalex.org/W2335107214","https://openalex.org/W2411885377","https://openalex.org/W2577184920","https://openalex.org/W2612473079","https://openalex.org/W2675195846","https://openalex.org/W2752301509","https://openalex.org/W2791361378","https://openalex.org/W2830592823","https://openalex.org/W2888115718","https://openalex.org/W2889083964","https://openalex.org/W2889290368","https://openalex.org/W2899564976","https://openalex.org/W2903505947","https://openalex.org/W2904045126","https://openalex.org/W2905087279","https://openalex.org/W2912367427","https://openalex.org/W2914717758","https://openalex.org/W2944479754","https://openalex.org/W2945163040","https://openalex.org/W2964358470","https://openalex.org/W2980570898","https://openalex.org/W3038617416","https://openalex.org/W3117661522","https://openalex.org/W3216940482","https://openalex.org/W4210592940","https://openalex.org/W4214646555","https://openalex.org/W4220680920","https://openalex.org/W4226432754","https://openalex.org/W4246565613","https://openalex.org/W4285013136","https://openalex.org/W4289922847","https://openalex.org/W4294691682"],"related_works":["https://openalex.org/W4392552928","https://openalex.org/W4401515506","https://openalex.org/W4413152446","https://openalex.org/W4413561479","https://openalex.org/W4404307637","https://openalex.org/W4376878640","https://openalex.org/W2984389231","https://openalex.org/W4408215514","https://openalex.org/W4412170513","https://openalex.org/W3023149700"],"abstract_inverted_index":{"\"Datasets":[0],"comprise":[1],"a":[2,70,74,154],"collection":[3],"of":[4,9,20,45,64,87,146],"features;":[5],"however,":[6],"not":[7],"all":[8],"these":[10],"features":[11,25],"may":[12],"be":[13,33,50],"necessary.":[14],"Feature":[15],"selection":[16,36,126,160],"is":[17,78,99],"the":[18,22,43,62,65,79,84,88,143,147],"process":[19],"identifying":[21],"most":[23],"relevant":[24],"while":[26,41],"eliminating":[27],"redundant":[28],"or":[29],"irrelevant":[30],"ones.":[31],"To":[32],"effective,":[34],"feature":[35,55,75,91,125,159],"should":[37],"improve":[38],"classification":[39],"performance":[40,138],"reducing":[42],"number":[44],"features.":[46],"Existing":[47],"algorithms":[48],"can":[49],"adapted":[51],"and":[52,104,117,133],"modified":[53],"into":[54],"selectors.":[56],"In":[57],"this":[58],"study,":[59],"we":[60],"introduce":[61],"implementation":[63],"Anarchic":[66,96],"Society":[67,97],"Optimization":[68],"algorithm,":[69,72],"human-inspired":[71],"as":[73,153],"selector.":[76],"This":[77],"first":[80],"study":[81],"that":[82],"utilizes":[83],"binary":[85],"version":[86],"algorithm":[89],"for":[90,137],"selection.":[92],"The":[93],"proposed":[94,148],"Binary":[95,110,113,118],"Algorithm":[98],"evaluated":[100],"on":[101],"nine":[102],"datasets":[103],"compared":[105],"to":[106,157],"three":[107],"known":[108],"algorithms:":[109],"Genetic":[111],"Algorithm,":[112],"Particle":[114],"Swarm":[115],"Optimization,":[116],"Gray":[119],"Wolf":[120],"Optimization.":[121],"Additionally,":[122],"four":[123],"traditional":[124],"techniques":[127],"(Info":[128],"Gain,":[129],"Gain":[130],"Ratio,":[131],"Chi-square,":[132],"ReliefF)":[134],"are":[135],"incorporated":[136],"comparison.":[139],"Our":[140],"experiments":[141],"highlight":[142],"competitive":[144],"nature":[145],"method,":[149],"suggesting":[150],"its":[151],"potential":[152],"valuable":[155],"addition":[156],"existing":[158],"techniques.\"":[161]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":21}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2023-10-10T00:00:00"}
