{"id":"https://openalex.org/W3108335395","doi":"https://doi.org/10.1587/transinf.2020edl8055","title":"Advanced Antlion Optimizer with Discrete Ant Behavior for Feature Selection","display_name":"Advanced Antlion Optimizer with Discrete Ant Behavior for Feature Selection","publication_year":2020,"publication_date":"2020-11-30","ids":{"openalex":"https://openalex.org/W3108335395","doi":"https://doi.org/10.1587/transinf.2020edl8055","mag":"3108335395"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2020edl8055","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edl8055","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/12/E103.D_2020EDL8055/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/12/E103.D_2020EDL8055/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101397571","display_name":"Mengmeng Li","orcid":"https://orcid.org/0000-0002-9380-8097"},"institutions":[{"id":"https://openalex.org/I4210098863","display_name":"National Defense Institute","ror":"https://ror.org/013spkf41","country_code":"PT","type":"government","lineage":["https://openalex.org/I4210098863","https://openalex.org/I4210166979"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Mengmeng LI","raw_affiliation_strings":["National Innovation Institute of Defense Technology"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology","institution_ids":["https://openalex.org/I4210098863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113870841","display_name":"Xiaoguang Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098863","display_name":"National Defense Institute","ror":"https://ror.org/013spkf41","country_code":"PT","type":"government","lineage":["https://openalex.org/I4210098863","https://openalex.org/I4210166979"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Xiaoguang REN","raw_affiliation_strings":["National Innovation Institute of Defense Technology","Tianjin Artificial Intelligence Innovation Center"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology","institution_ids":["https://openalex.org/I4210098863"]},{"raw_affiliation_string":"Tianjin Artificial Intelligence Innovation Center","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022531311","display_name":"Yanzhen Wang","orcid":"https://orcid.org/0000-0002-8309-4828"},"institutions":[{"id":"https://openalex.org/I4210098863","display_name":"National Defense Institute","ror":"https://ror.org/013spkf41","country_code":"PT","type":"government","lineage":["https://openalex.org/I4210098863","https://openalex.org/I4210166979"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Yanzhen WANG","raw_affiliation_strings":["National Innovation Institute of Defense Technology","Tianjin Artificial Intelligence Innovation Center"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology","institution_ids":["https://openalex.org/I4210098863"]},{"raw_affiliation_string":"Tianjin Artificial Intelligence Innovation Center","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733317","display_name":"Wei Qin","orcid":"https://orcid.org/0000-0002-9513-4372"},"institutions":[{"id":"https://openalex.org/I4210098863","display_name":"National Defense Institute","ror":"https://ror.org/013spkf41","country_code":"PT","type":"government","lineage":["https://openalex.org/I4210098863","https://openalex.org/I4210166979"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Wei QIN","raw_affiliation_strings":["National Innovation Institute of Defense Technology","Tianjin Artificial Intelligence Innovation Center"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology","institution_ids":["https://openalex.org/I4210098863"]},{"raw_affiliation_string":"Tianjin Artificial Intelligence Innovation Center","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086601479","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0002-2148-3596"},"institutions":[{"id":"https://openalex.org/I4210098863","display_name":"National Defense Institute","ror":"https://ror.org/013spkf41","country_code":"PT","type":"government","lineage":["https://openalex.org/I4210098863","https://openalex.org/I4210166979"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Yi LIU","raw_affiliation_strings":["National Innovation Institute of Defense Technology","Tianjin Artificial Intelligence Innovation Center"],"affiliations":[{"raw_affiliation_string":"National Innovation Institute of Defense Technology","institution_ids":["https://openalex.org/I4210098863"]},{"raw_affiliation_string":"Tianjin Artificial Intelligence Innovation Center","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101397571"],"corresponding_institution_ids":["https://openalex.org/I4210098863"],"apc_list":null,"apc_paid":null,"fwci":0.5437,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74698446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"E103.D","issue":"12","first_page":"2717","last_page":"2720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983000159263611,"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":0.9983000159263611,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885559797286987},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6725805997848511},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6403954029083252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5771551132202148},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5540539026260376},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.5316726565361023},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5152971744537354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47089627385139465},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.4513205885887146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885559797286987},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6725805997848511},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6403954029083252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5771551132202148},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5540539026260376},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.5316726565361023},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5152971744537354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47089627385139465},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.4513205885887146},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2020edl8055","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edl8055","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/12/E103.D_2020EDL8055/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2020edl8055","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2020edl8055","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E103.D/12/E103.D_2020EDL8055/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1100647890","display_name":null,"funder_award_id":"100190","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G20190542","display_name":null,"funder_award_id":"9164820","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2521837915","display_name":"MRI: Development of an Integrated Gas Monitoring and Source Identification Unmanned Aircraft System for Exploration, Compliance and Assessment","funder_award_id":"1532007","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3271481171","display_name":null,"funder_award_id":"61532007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G355886244","display_name":null,"funder_award_id":"61802426","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3927704110","display_name":null,"funder_award_id":"100190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4356075636","display_name":"Deterministic analogues of random processes","funder_award_id":"1001905","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G466649759","display_name":null,"funder_award_id":"2017Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7055251799","display_name":null,"funder_award_id":"9164820","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G739126375","display_name":null,"funder_award_id":"No. 91648204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7429600474","display_name":null,"funder_award_id":"2017YFB1","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7928189182","display_name":null,"funder_award_id":"91648204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8340078520","display_name":null,"funder_award_id":"2017YF","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8823009050","display_name":null,"funder_award_id":"2017YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108335395.pdf","grobid_xml":"https://content.openalex.org/works/W3108335395.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2001979953","https://openalex.org/W2092925552","https://openalex.org/W2152195021","https://openalex.org/W2171211995","https://openalex.org/W2461302873","https://openalex.org/W2543580944","https://openalex.org/W2568426016","https://openalex.org/W2795035287","https://openalex.org/W2800318991","https://openalex.org/W2949311145","https://openalex.org/W4245793239","https://openalex.org/W4246849239"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2125776999","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W4386564352","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Feature":[0],"selection":[1],"is":[2,9,16,61,79],"important":[3],"for":[4,27],"learning":[5],"algorithms,":[6],"and":[7,49],"it":[8,23],"still":[10],"an":[11,17],"open":[12],"problem.":[13],"Antlion":[14],"optimizer":[15,48],"excellent":[18],"nature":[19],"inspired":[20],"method,":[21],"but":[22],"doesn't":[24],"work":[25],"well":[26],"feature":[28],"selection.":[29],"This":[30],"paper":[31],"proposes":[32],"a":[33],"hybrid":[34],"approach":[35],"called":[36],"Ant-Antlion":[37],"Optimizer":[38],"which":[39],"combines":[40],"advantages":[41],"of":[42,46,54],"antlion's":[43],"smart":[44],"behavior":[45],"antlion":[47],"ant's":[50],"powerful":[51],"searching":[52],"movement":[53],"ant":[55],"colony":[56],"optimization.":[57],"A":[58],"mutation":[59],"operator":[60],"also":[62],"adopted":[63],"to":[64,81],"strengthen":[65],"exploration":[66],"ability.":[67],"Comprehensive":[68],"experiments":[69],"by":[70],"binary":[71],"classification":[72],"problems":[73],"show":[74],"that":[75],"the":[76],"proposed":[77],"algorithm":[78],"superiority":[80],"other":[82],"state-of-art":[83],"methods":[84],"on":[85],"four":[86],"performance":[87],"indicators.":[88]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}