{"id":"https://openalex.org/W4401331497","doi":"https://doi.org/10.1109/fuzz-ieee60900.2024.10611855","title":"A Web Application for Training Quantum Classifiers via Evolutionary Algorithms","display_name":"A Web Application for Training Quantum Classifiers via Evolutionary Algorithms","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401331497","doi":"https://doi.org/10.1109/fuzz-ieee60900.2024.10611855"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee60900.2024.10611855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee60900.2024.10611855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5023375107","display_name":"Giovanni Acampora","orcid":"https://orcid.org/0000-0003-4082-5616"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanni Acampora","raw_affiliation_strings":["University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101792262","display_name":"Carlos Gutierrez","orcid":"https://orcid.org/0000-0002-5274-789X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Cano Guti\u00e9rrez","raw_affiliation_strings":["University of Granada,Department of Computer Science and Artificial Intelligence,Granada,Spain"],"affiliations":[{"raw_affiliation_string":"University of Granada,Department of Computer Science and Artificial Intelligence,Granada,Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016828864","display_name":"Angela Chiatto","orcid":"https://orcid.org/0000-0001-9972-2027"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angela Chiatto","raw_affiliation_strings":["University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053868433","display_name":"J. M. Soto-Hidalgo","orcid":"https://orcid.org/0000-0003-4412-5449"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel Soto-Hidalgo","raw_affiliation_strings":["University of Granada,Department of Computer Engineering, Automatics and Robotics,Granada,Spain"],"affiliations":[{"raw_affiliation_string":"University of Granada,Department of Computer Engineering, Automatics and Robotics,Granada,Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082199687","display_name":"Autilia Vitiello","orcid":"https://orcid.org/0000-0001-5562-9226"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Autilia Vitiello","raw_affiliation_strings":["University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Physics “Ettore Pancini”,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023375107"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65337408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9991999864578247,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9991999864578247,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9891999959945679,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9656999707221985,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7083768844604492},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.47603657841682434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45135462284088135},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.4445388615131378},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.43037527799606323},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4213504493236542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4094901382923126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3376064896583557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7083768844604492},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.47603657841682434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45135462284088135},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.4445388615131378},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.43037527799606323},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4213504493236542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4094901382923126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3376064896583557},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee60900.2024.10611855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee60900.2024.10611855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2764347725","https://openalex.org/W2784994528","https://openalex.org/W2794444783","https://openalex.org/W2796293949","https://openalex.org/W2798434869","https://openalex.org/W2903221501","https://openalex.org/W2946701928","https://openalex.org/W2980456669","https://openalex.org/W3003732914","https://openalex.org/W3099332271","https://openalex.org/W3104014430","https://openalex.org/W3104396616","https://openalex.org/W3111162498","https://openalex.org/W3136233239","https://openalex.org/W3148001159","https://openalex.org/W3196514226","https://openalex.org/W3199543116","https://openalex.org/W3209107739","https://openalex.org/W4234780461","https://openalex.org/W4366824534","https://openalex.org/W4366981555","https://openalex.org/W4379114930","https://openalex.org/W4387006268","https://openalex.org/W6770759485"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4366179611","https://openalex.org/W2038630006"],"abstract_inverted_index":{"Variational":[0],"Quantum":[1,16],"Classifiers":[2],"(VQCs)":[3],"stand":[4],"out":[5],"as":[6,23,71],"one":[7,91],"of":[8,124,155,158,168,192],"the":[9,15,116,122,169,176],"most":[10],"popular":[11],"classification":[12],"approaches":[13],"within":[14],"Machine":[17],"Learning":[18],"(QML)":[19],"community.":[20],"They":[21],"serve":[22],"an":[24],"accessible":[25],"entry":[26],"point":[27],"for":[28,75,85,94,118,126],"newcomers":[29],"to":[30,43,47,59,101,105,111,143,147,184],"QML":[31],"world,":[32],"particularly":[33],"those":[34],"with":[35],"a":[36,55,62,72,139,156,180,186,190],"background":[37],"in":[38,131,175],"classical":[39,63],"machine":[40],"learning,":[41],"due":[42],"their":[44],"workflow":[45],"similarity":[46],"conventional":[48],"neural":[49],"networks.":[50],"In":[51],"essence,":[52],"VQCs":[53],"boast":[54],"layered":[56],"structure":[57],"conducive":[58],"training":[60,77,128],"via":[61],"optimizer.":[64],"Recently,":[65],"Evolutionary":[66],"Algorithms":[67],"(EAs)":[68],"have":[69],"emerged":[70],"suitable":[73],"methodology":[74],"this":[76,106],"goal.":[78],"However,":[79],"current":[80],"quantum":[81,132,145],"tools":[82],"provide":[83],"implementations":[84],"various":[86],"gradient-based":[87],"optimizers":[88],"and":[89],"just":[90],"EA":[92],"tailored":[93],"VQC":[95,127,181],"training.":[96],"Moreover,":[97],"it":[98],"is":[99,182],"important":[100],"note":[102],"that":[103,120],"access":[104],"toolset":[107],"remains":[108],"largely":[109],"confined":[110],"expert":[112],"users.":[113,165],"This":[114,136],"highlights":[115],"necessity":[117],"platforms":[119],"facilitate":[121],"utilization":[123],"EAs":[125],"by":[129,153,164],"non-experts":[130],"or":[133],"evolutionary":[134],"computing.":[135],"work":[137],"introduces":[138],"web":[140,171],"application":[141,172],"designed":[142],"implement":[144],"classifiers":[146],"be":[148,162],"trained":[149,183],"on":[150],"user-supplied":[151],"datasets":[152],"means":[154],"set":[157],"EAs,":[159],"which":[160],"can":[161],"customized":[163],"The":[166],"capabilities":[167],"proposed":[170],"are":[173],"shown":[174],"experimental":[177],"session,":[178],"where":[179],"classify":[185],"well-known":[187],"dataset":[188],"using":[189],"variety":[191],"EAs.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}