{"id":"https://openalex.org/W7115808366","doi":null,"title":"A review of quantum support vector machine for data classification","display_name":"A review of quantum support vector machine for data classification","publication_year":2024,"publication_date":"2024-08-30","ids":{"openalex":"https://openalex.org/W7115808366"},"language":"en","primary_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/141141","doi":null,"is_oa":false,"landing_page_url":"https://aaltodoc.aalto.fi/bitstreams/86faa9aa-bead-4dc4-9b78-e102053317b7/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"G1 Kandidaatinty\u00f6"},"volume":null,"type":"dissertation","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Tran, Tien","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tran, Tien","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":1.0,"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":1.0,"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":0.0,"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/T11804","display_name":"Quantum many-body systems","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-support-vector-machine","display_name":"quantum support vector machine","score":0.9990000128746033},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"quantum machine learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/data-classification","display_name":"data classification","score":0.8949999809265137},{"id":"https://openalex.org/keywords/noisy-intermediate-scale-quantum-computing","display_name":"noisy intermediate-scale quantum computing","score":0.8320000171661377},{"id":"https://openalex.org/keywords/quantum-hardware","display_name":"quantum computing hardware","score":0.5550000071525574},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.527999997138977},{"id":"https://openalex.org/keywords/resource-efficiency","display_name":"resource efficiency","score":0.5680000185966492}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7297000288963318},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.6481999754905701},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.6029999852180481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6025000214576721},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5060999989509583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4781999886035919},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.462799996137619},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4575999975204468},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3928999900817871},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.3833000063896179},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34060001373291016},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.3285999894142151},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26489999890327454},{"id":"https://openalex.org/C169699857","wikidata":"https://www.wikidata.org/wiki/Q2122243","display_name":"Quantum information","level":3,"score":0.2623000144958496},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/141141","doi":null,"is_oa":false,"landing_page_url":"https://aaltodoc.aalto.fi/bitstreams/86faa9aa-bead-4dc4-9b78-e102053317b7/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"G1 Kandidaatinty\u00f6"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4402658703","https://openalex.org/W4413559981","https://openalex.org/W7168174480","https://openalex.org/W4200634434","https://openalex.org/W4387806146","https://openalex.org/W4404048470","https://openalex.org/W4378373561","https://openalex.org/W4285095492","https://openalex.org/W2955261725","https://openalex.org/W4289534122"],"abstract_inverted_index":{"Quantum":[0,29,90],"Machine":[1],"Learning":[2],"is":[3,14,93],"an":[4],"active":[5],"research":[6],"field":[7],"where":[8],"the":[9,37,79,86,110],"power":[10],"of":[11,36,81,96,100,106],"quantum":[12,39,46],"mechanics":[13],"integrated":[15],"into":[16],"machine":[17,32,58],"learning":[18],"algorithms":[19,40,84],"to":[20,54,78],"solve":[21],"problems":[22],"that":[23,41],"are":[24],"intractable":[25],"for":[26],"classical":[27,55,83],"computers.":[28],"support":[30],"vector":[31,57],"(QSVM)":[33],"was":[34],"one":[35],"first":[38],"got":[42],"implemented":[43],"on":[44,104],"real":[45],"hardware.":[47],"It":[48],"demonstrated":[49],"promising":[50],"outcomes":[51],"as":[52],"compared":[53],"Support":[56],"(SVM)":[59],"through":[60],"many":[61],"implementations.":[62],"However,":[63],"it":[64],"encounters":[65],"challenges":[66],"in":[67,73,85,109],"scaling":[68],"with":[69],"large":[70],"datasets":[71],"and":[72,102],"resource":[74],"effectiveness":[75],"when":[76],"compare":[77],"usage":[80],"innovative":[82],"Noisy":[87],"Intermediate":[88],"Scale":[89],"era.":[91],"Here":[92],"a":[94],"review":[95],"some":[97],"latest":[98],"developments":[99],"QSVM":[101,107],"discussion":[103],"prospects":[105],"application":[108],"future.":[111]},"counts_by_year":[],"updated_date":"2026-09-11T09:22:31.653822","created_date":"2025-12-17T00:00:00"}