{"id":"https://openalex.org/W2087942864","doi":"https://doi.org/10.4304/jsw.8.7.1743-1750","title":"Twin Support Vector Machines Based on Quantum Particle Swarm Optimization","display_name":"Twin Support Vector Machines Based on Quantum Particle Swarm Optimization","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2087942864","doi":"https://doi.org/10.4304/jsw.8.7.1743-1750","mag":"2087942864"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.8.7.1743-1750","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.7.1743-1750","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-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/A5082274996","display_name":"Shifei Ding","orcid":"https://orcid.org/0000-0002-1391-2717"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shifei Ding","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010720647","display_name":"Fulin Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fulin Wu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101948619","display_name":"Ru Nie","orcid":"https://orcid.org/0000-0003-4729-167X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ru Nie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100868807","display_name":"Junzhao Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junzhao Yu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040638247","display_name":"Huajuan Huang","orcid":"https://orcid.org/0000-0003-2391-5409"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huajuan Huang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082274996"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0666,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91739215,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9990000128746033,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9990000128746033,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9873999953269958,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.98089998960495,"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/computer-science","display_name":"Computer science","score":0.8905138969421387},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6822558641433716},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4998934268951416},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4973631203174591},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4621506333351135},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4417842626571655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26846882700920105},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22022518515586853},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0650738775730133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8905138969421387},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6822558641433716},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4998934268951416},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4973631203174591},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4621506333351135},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4417842626571655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26846882700920105},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22022518515586853},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0650738775730133},{"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:10.4304/jsw.8.7.1743-1750","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.7.1743-1750","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1596717185","https://openalex.org/W1991043035","https://openalex.org/W1995013121","https://openalex.org/W2047190825","https://openalex.org/W2058611933","https://openalex.org/W2069231281","https://openalex.org/W2072880371","https://openalex.org/W2085206452","https://openalex.org/W2111419079","https://openalex.org/W2113685395","https://openalex.org/W2117661146","https://openalex.org/W2131183806","https://openalex.org/W2132425109","https://openalex.org/W2139028490","https://openalex.org/W2140509289","https://openalex.org/W2168055649","https://openalex.org/W2170860445","https://openalex.org/W2329045241","https://openalex.org/W2352473676","https://openalex.org/W2393129636"],"related_works":["https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2950423922","https://openalex.org/W2116074880","https://openalex.org/W2121780490","https://openalex.org/W2070977815","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2113224065","https://openalex.org/W2368795850"],"abstract_inverted_index":{"Twin":[0,105],"Support":[1,12,18,106],"Vector":[2,13,19,107],"Machines":[3,14,108],"(TWSVM)":[4],"are":[5,61,78,158],"developed":[6],"on":[7,22,89,110],"the":[8,23,35,57,64,90,104,117,120,125,134,138,146,152,155,159,162,168,173,178,184,191,196,202],"basis":[9,91],"of":[10,28,37,54,92,95,119,124,154,195,205],"Proximal":[11,17],"(PSVM)":[15],"and":[16,59,141,188],"Machine":[20],"based":[21,109],"generalized":[24],"eigenvalues(GEPSVM).":[25],"The":[26],"solving":[27,36],"binary":[29],"classification":[30,203],"problem":[31],"is":[32,103],"converted":[33],"to":[34,80,85,150,161,171],"two":[38,49],"smaller":[39],"quadratic":[40],"programming":[41],"problems":[42,58],"by":[43],"TWSVM.":[44,206],"And":[45],"then":[46],"it":[47,70],"gets":[48],"non-parallel":[50],"hyperplanes.":[51],"Its":[52,75],"efficiency":[53],"dealing":[55],"with":[56,177],"performance":[60],"better":[62,197],"than":[63],"traditional":[65,179],"support":[66],"vector":[67],"machines.":[68],"However,":[69],"also":[71],"has":[72],"some":[73],"problems.":[74],"own":[76],"parameters":[77,136,156,174,185,192],"difficult":[79],"be":[81],"appointed.":[82],"In":[83],"order":[84],"solve":[86],"this":[87,97],"problem,":[88],"in-depth":[93],"study":[94],"TWSVM,":[96,180],"paper":[98],"proposes":[99],"an":[100],"algorithm":[101],"that":[102],"Quantum":[111,126],"Particle":[112,127],"Swarm":[113,128],"Optimization":[114,129],"(QPSO-TWSVM)":[115],".By":[116],"use":[118],"global":[121,139],"searching":[122],"ability":[123],"(QPSO),":[130],"QPSO-TWSVM":[131,165,181,200],"can":[132,182],"search":[133],"optimal":[135,163],"in":[137],"scope":[140],"avoid":[142,189],"itself":[143],"falling":[144],"into":[145],"local":[147],"optimum":[148],"prematurely":[149],"find":[151],"values":[153,170],"which":[157],"closest":[160],"parameters.":[164],"avoids":[166],"using":[167],"empirical":[169],"appoint":[172,183],"successfully.":[175],"Compared":[176],"more":[186],"accurately":[187],"selecting":[190],"blindly.":[193],"Because":[194],"parameter":[198],"selections,":[199],"improves":[201],"accuracy":[204]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
