乐胖代购免代理版

{"id":"https://openalex.org/W3025389915","doi":"https://doi.org/10.1109/iciot48696.2020.9089571","title":"An Improvement of Support Vector Machine Imputation Algorithm Based on Multiple Iteration and Grid Search Strategies","display_name":"An Improvement of Support Vector Machine Imputation Algorithm Based on Multiple Iteration and Grid Search Strategies","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3025389915","doi":"https://doi.org/10.1109/iciot48696.2020.9089571","mag":"3025389915"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciot48696.2020.9089571","pdf_url":null,"source":{"id":"https://openalex.org/S4306498678","display_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5100772698","display_name":"Jie Wang","orcid":"https://orcid.org/0009-0007-4887-0127"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["School of Software Engineering [Chengdu] (China)"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering [Chengdu] (China)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020576371","display_name":"Daiwei Li","orcid":"https://orcid.org/0000-0001-8868-4440"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daiwei Li","raw_affiliation_strings":["School of Software Engineering [Chengdu] (China)"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering [Chengdu] (China)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057052297","display_name":"Hai-Qing Zhang","orcid":"https://orcid.org/0000-0003-4941-7432"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiqing Zhang","raw_affiliation_strings":["School of Software Engineering [Chengdu] (China)"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering [Chengdu] (China)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101721113","display_name":"Xi Yu","orcid":"https://orcid.org/0000-0001-5764-813X"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Yu","raw_affiliation_strings":["School of Information Science and Engineering, Chengdu University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chengdu University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490089","display_name":"A\u00efcha Sekhari","orcid":"https://orcid.org/0000-0002-1184-1433"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210131384","display_name":"Decision & Information Sciences for Production Systems","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aicha Sekhari","raw_affiliation_strings":["DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210131384","https://openalex.org/I4210123827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033297299","display_name":"Yacine Ouzrout","orcid":"https://orcid.org/0000-0002-8260-1111"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"Decision & Information Sciences for Production Systems","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yacine Ouzrout","raw_affiliation_strings":["DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073201403","display_name":"Abdelaziz Bouras","orcid":"https://orcid.org/0000-0001-5765-1259"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210123827","display_name":"Vinci (France)","ror":"https://ror.org/03e278q38","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210123827"]},{"id":"https://openalex.org/I4210131384","display_name":"Decision & Information Sciences for Production Systems","ror":"https://ror.org/02stf8w13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210131384","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210105992","display_name":"Qatar Science and Technology Park","ror":"https://ror.org/01gshyb58","country_code":"QA","type":"archive","lineage":["https://openalex.org/I4210105992"]}],"countries":["FR","QA"],"is_corresponding":false,"raw_author_name":"Abdelaziz Bouras","raw_affiliation_strings":["DCSE - Department of Computer Science & Engineering [Qatar] (Corridor 6\r\nP.O. Box 2713\r\nDoha-Qatar - Qatar)","DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)"],"affiliations":[{"raw_affiliation_string":"DISP - D\u00e9cision et Information pour les Syst\u00e8mes de Production (Campus LyonTech La Doua, INSA Lyon \r\nB\u00e2t L\u00e9onard de Vinci, \r\n21 avenue Jean Capelle, \r\n69621 Villeurbanne Cedex - France)","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I4210123827","https://openalex.org/I4210131384"]},{"raw_affiliation_string":"DCSE - Department of Computer Science & Engineering [Qatar] (Corridor 6\r\nP.O. Box 2713\r\nDoha-Qatar - Qatar)","institution_ids":["https://openalex.org/I4210105992"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.072,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.421685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":69,"max":73},"biblio":{"volume":null,"issue":null,"first_page":"538","last_page":"543"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9883,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.76936704},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45191273},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter Optimization","score":0.43106815}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.76936704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71043116},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6588658},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6377529},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5393059},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47183922},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4668565},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45191273},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.43106815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35720354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34625587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31632555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15471768},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciot48696.2020.9089571","pdf_url":null,"source":{"id":"https://openalex.org/S4306498678","display_name":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://hal.science/hal-02905626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02905626","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W1489743493","https://openalex.org/W1567694985","https://openalex.org/W2049633694","https://openalex.org/W2064186732","https://openalex.org/W2072604363","https://openalex.org/W2096863518","https://openalex.org/W2118502261","https://openalex.org/W2119821739","https://openalex.org/W2122111042","https://openalex.org/W2171118759","https://openalex.org/W2334028018","https://openalex.org/W2394705709","https://openalex.org/W2517651451","https://openalex.org/W2791189374","https://openalex.org/W2803403013","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4211215373","https://openalex.org/W3179858851","https://openalex.org/W3144172081","https://openalex.org/W3028371478","https://openalex.org/W2581984549","https://openalex.org/W2181530120","https://openalex.org/W2081476516","https://openalex.org/W2055961818","https://openalex.org/W2024529227","https://openalex.org/W1574575415"],"abstract_inverted_index":{"Data":[0],"missing":[1,78,83],"is":[2],"a":[3],"vitally":[4],"important":[5],"issue":[6],"that":[7,108],"influences":[8],"the":[9,39,53,97,100,109,118],"classification":[10],"results":[11,116],"in":[12],"medical":[13],"field.":[14],"This":[15],"paper":[16],"proposes":[17],"an":[18],"improved":[19],"support":[20],"vector":[21],"machine":[22],"(SVM)":[23],"imputation":[24,59],"algorithm":[25,55,112],"by":[26],"using":[27],"strategies":[28],"of":[29,75,84,99],"pre-imputation,":[30],"multiple":[31],"iteration":[32],"and":[33,45,64,80,89],"grid":[34],"search":[35],"(IG-SVMI).":[36],"Based":[37],"on":[38],"experimental":[40],"performance,":[41],"nine":[42],"UCI":[43],"datasets":[44,48,69],"two":[46,73],"real":[47],"are":[49,70,91],"used":[50,92],"to":[51,95],"compare":[52],"proposed":[54,101,110],"with":[56],"four":[57],"existing":[58],"algorithms":[60],"(RFI,":[61],"KNNI,":[62],"CCMVI":[63],"orthogonal":[65],"coding":[66],"SVMI).":[67],"The":[68,104],"considered":[71],"into":[72],"types":[74],"originally":[76],"containing":[77],"value":[79],"randomly":[81],"auto-generating":[82],"complete":[85],"dataset.":[86],"Classification":[87],"accuracy":[88],"NRMSE":[90],"as":[93],"parameters":[94],"judge":[96],"efficient":[98],"IG-SVMI":[102,111],"algorithm.":[103],"experiments":[105],"have":[106],"shown":[107],"can":[113],"achieve":[114],"better":[115],"than":[117],"benchmark":[119],"approaches.":[120]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3025389915","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-09T00:13:16.372288","created_date":"2020-05-21"}