{"id":"https://openalex.org/W4403534914","doi":"https://doi.org/10.1109/codit62066.2024.10708347","title":"An Adaptive Quantum-based Genetic Algorithm Feature Selection for Outlier Detection","display_name":"An Adaptive Quantum-based Genetic Algorithm Feature Selection for Outlier Detection","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403534914","doi":"https://doi.org/10.1109/codit62066.2024.10708347"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5084443952","display_name":"Tin H. Pham","orcid":"https://orcid.org/0000-0001-9218-2785"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tin H. Pham","raw_affiliation_strings":["University of Ottawa,Knowledge Discovery and Data Mining Lab, Telfer School of Management,Ottawa,Canada,K1N 6N5"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa,Knowledge Discovery and Data Mining Lab, Telfer School of Management,Ottawa,Canada,K1N 6N5","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002325086","display_name":"Bijan Raahemi","orcid":"https://orcid.org/0000-0001-6302-2918"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bijan Raahemi","raw_affiliation_strings":["University of Ottawa,Knowledge Discovery and Data Mining Lab, Telfer School of Management,Ottawa,Canada,K1N 6N5"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa,Knowledge Discovery and Data Mining Lab, Telfer School of Management,Ottawa,Canada,K1N 6N5","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1034","last_page":"1039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9876000285148621,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9876000285148621,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9815000295639038,"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":0.944599986076355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6719906330108643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6563530564308167},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6321936845779419},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5237671732902527},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5158626437187195},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5074252486228943},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5061301589012146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.497407466173172},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4904627501964569},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4779339134693146},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4640312194824219},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2334710657596588},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07767853140830994}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6719906330108643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6563530564308167},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6321936845779419},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5237671732902527},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5158626437187195},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5074252486228943},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5061301589012146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.497407466173172},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4904627501964569},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4779339134693146},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4640312194824219},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2334710657596588},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07767853140830994},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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:10.1109/codit62066.2024.10708347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W140777655","https://openalex.org/W2119821739","https://openalex.org/W2122274805","https://openalex.org/W2159203416","https://openalex.org/W2343420905","https://openalex.org/W2740813652","https://openalex.org/W2809430074","https://openalex.org/W2890190333","https://openalex.org/W2899750879","https://openalex.org/W2936437926","https://openalex.org/W3015539767","https://openalex.org/W3155649056","https://openalex.org/W4252684946","https://openalex.org/W6814119210"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Feature":[0],"selection":[1,33],"is":[2,51,56,97,104],"an":[3,67],"essential":[4],"task":[5],"in":[6,58,145],"machine":[7],"learning,":[8],"that":[9,133],"aims":[10],"to":[11,31,74,99],"reduce":[12],"the":[13,16,21,76,82,86,146],"dimensionality":[14],"of":[15,35,49,81,115,124,148],"data":[17],"sets":[18],"while":[19],"improving":[20],"classification":[22,116],"performance.":[23],"Genetic":[24],"algorithm":[25,72,96],"(GA)":[26],"has":[27],"been":[28],"widely":[29],"applied":[30,98],"feature":[32],"because":[34],"its":[36],"effectiveness":[37],"(i.e.":[38,43],"exploration":[39,77],"power)":[40],"and":[41,78,90,127,151],"efficiency":[42],"fast":[44],"convergence).":[45],"However,":[46],"one":[47],"weakness":[48],"GA":[50,83,107,136],"premature":[52],"convergence":[53],"when":[54],"it":[55],"trapped":[57],"a":[59],"local":[60],"optimum.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"propose":[66],"adaptive":[68,91],"quantum-":[69,87],"based":[70,88],"genetic":[71],"(AQGA)":[73],"improve":[75],"exploitation":[79],"powers":[80],"by":[84],"applying":[85],"representation":[89],"mutation":[92],"rate.":[93],"The":[94,130],"proposed":[95],"outlier":[100],"detection":[101],"problems.":[102],"It":[103],"compared":[105],"with":[106],"on":[108],"three":[109],"benchmark":[110],"datasets":[111],"using":[112],"performance":[113],"measures":[114],"Accuracy,":[117],"F1":[118],"score,":[119],"Precision,":[120],"Recall,":[121],"G-Mean,":[122],"number":[123,147],"selected":[125,149],"features":[126,150],"computational":[128,152],"cost.":[129,153],"findings":[131],"reveal":[132],"AQGA":[134],"outperforms":[135],"across":[137],"most":[138],"evaluation":[139],"metrics,":[140],"exhibiting":[141],"superior":[142],"performance,":[143],"particularly":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
