{"id":"https://openalex.org/W3217430120","doi":"https://doi.org/10.1145/3454127.3456607","title":"Comparative study of data preparation methods in quantum clustering algorithms","display_name":"Comparative study of data preparation methods in quantum clustering algorithms","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3217430120","doi":"https://doi.org/10.1145/3454127.3456607","mag":"3217430120"},"language":"en","primary_location":{"id":"doi:10.1145/3454127.3456607","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3454127.3456607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Networking, Information Systems &amp; Security","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/A5052497767","display_name":"Oumayma Ouedrhiri","orcid":"https://orcid.org/0000-0003-4433-9930"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oumayma Ouedrhiri","raw_affiliation_strings":["FST, MOROCCO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FST, MOROCCO","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070963837","display_name":"Oumayma Banouar","orcid":"https://orcid.org/0000-0003-3719-6433"},"institutions":[{"id":"https://openalex.org/I4210132968","display_name":"Agence pour le D\u00e9veloppement et la R\u00e9habilitation de la Ville de F\u00e8s","ror":"https://ror.org/043jwkg64","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210132968"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Oumayma Banouar","raw_affiliation_strings":["USMBA Fes, MOROCCO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USMBA Fes, MOROCCO","institution_ids":["https://openalex.org/I4210132968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058546197","display_name":"Said Raghay","orcid":"https://orcid.org/0000-0002-3048-4224"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Said Raghay","raw_affiliation_strings":["FST, MOROCCO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FST, MOROCCO","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067609239","display_name":"Salah Elhadaj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salah Elhadaj","raw_affiliation_strings":["FST, MOROCCO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FST, MOROCCO","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1465,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4319049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4013","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9954000115394592,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9714000225067139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.815041184425354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7219004034996033},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.631266713142395},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6184719800949097},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.5679057240486145},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4150097668170929},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38560283184051514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2704915404319763},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.11757752299308777}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.815041184425354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219004034996033},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.631266713142395},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6184719800949097},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.5679057240486145},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4150097668170929},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38560283184051514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2704915404319763},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.11757752299308777},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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:10.1145/3454127.3456607","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3454127.3456607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Networking, Information Systems &amp; Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W118877790","https://openalex.org/W2032936936","https://openalex.org/W2051224630","https://openalex.org/W2104590612","https://openalex.org/W2121122425","https://openalex.org/W3021612909","https://openalex.org/W4376552431","https://openalex.org/W6780671894"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2013643406","https://openalex.org/W2157978810","https://openalex.org/W2597809628","https://openalex.org/W4226238793"],"abstract_inverted_index":{"More":[0],"powerful":[1],"and":[2,38,116,125],"better":[3,33],"performing,":[4],"quantum":[5,24,44,85,98],"algorithms":[6,30,51,66,100],"offer":[7],"a":[8,84,95],"noticeable":[9],"speedup":[10],"in":[11,34,54],"comparison":[12,118],"with":[13,101],"classical":[14],"algorithms.":[15],"This":[16],"is":[17,74,87,119],"due":[18],"to":[19,28,47,60],"the":[20,55,64,68,75,81,117,122,126],"superposition":[21],"property":[22],"of":[23,36,83,97],"information.":[25],"It":[26],"helps":[27],"obtain":[29],"that":[31],"are":[32],"terms":[35],"speed":[37],"performance.":[39],"Machine":[40],"learning":[41],"benefits":[42],"from":[43],"computing":[45],"advantages":[46],"help":[48],"time":[49],"consuming":[50,78],"run":[52],"faster":[53],"best":[56],"conditions":[57],"(without":[58],"having":[59],"lose":[61],"information).":[62],"In":[63,90],"clustering":[65,99],"case,":[67],"distance":[69,86],"calculation":[70],"between":[71],"data":[72,103],"points":[73],"most":[76],"resource":[77],"step.":[79],"Thus,":[80],"use":[82],"very":[88],"helpful.":[89],"this":[91],"paper,":[92],"we":[93],"test":[94],"number":[96],"different":[102,110],"preparation":[104],"methods.":[105],"Experiments":[106],"were":[107],"done":[108],"for":[109],"datasets":[111],"(Iris,":[112],"Wine,":[113],"Breast":[114],"cancer)":[115],"based":[120],"on":[121],"Clustering":[123],"quality":[124],"accuracy":[127],"score.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
