{"id":"https://openalex.org/W4399620113","doi":"https://doi.org/10.1109/tem.2024.3413786","title":"Supervised Learning Method of Parallel Classified Hesitant Information and its Application in the Smart Home System Selection","display_name":"Supervised Learning Method of Parallel Classified Hesitant Information and its Application in the Smart Home System Selection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399620113","doi":"https://doi.org/10.1109/tem.2024.3413786"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2024.3413786","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tem.2024.3413786","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","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/A5100658158","display_name":"Man Liu","orcid":"https://orcid.org/0000-0002-5537-4697"},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Liu","raw_affiliation_strings":["School of Economics and Management, Chongqing Normal University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5537-4697","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Normal University, Chongqing, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052369892","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0002-0849-1524"},"institutions":[{"id":"https://openalex.org/I49185572","display_name":"Yunnan University of Finance And Economics","ror":"https://ror.org/04rhev598","country_code":"CN","type":"education","lineage":["https://openalex.org/I49185572"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["Business School, Yunnan University of Finance and Economics, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-0849-1524","affiliations":[{"raw_affiliation_string":"Business School, Yunnan University of Finance and Economics, Kunming, China","institution_ids":["https://openalex.org/I49185572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437308","display_name":"Zeshui Xu","orcid":"https://orcid.org/0000-0003-3547-2908"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeshui Xu","raw_affiliation_strings":["Business School, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3547-2908","affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07345224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":null,"first_page":"11212","last_page":"11224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.6317999958992004,"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/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.6317999958992004,"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":0.6604572534561157},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6263436079025269},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42693769931793213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3894796371459961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6604572534561157},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6263436079025269},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42693769931793213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3894796371459961}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2024.3413786","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tem.2024.3413786","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1532113797","display_name":null,"funder_award_id":"72071176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1967510083","https://openalex.org/W1982865616","https://openalex.org/W2005183808","https://openalex.org/W2039452213","https://openalex.org/W2050262998","https://openalex.org/W2097423137","https://openalex.org/W2116064496","https://openalex.org/W2116365436","https://openalex.org/W2124474517","https://openalex.org/W2136922672","https://openalex.org/W2327408831","https://openalex.org/W2549088488","https://openalex.org/W2564749174","https://openalex.org/W2752539069","https://openalex.org/W2899269477","https://openalex.org/W2949055970","https://openalex.org/W2973785103","https://openalex.org/W2979223698","https://openalex.org/W2998769285","https://openalex.org/W3009594258","https://openalex.org/W3037542428","https://openalex.org/W3095570047","https://openalex.org/W3105975110","https://openalex.org/W3125576917","https://openalex.org/W3135822842","https://openalex.org/W3155131285","https://openalex.org/W3160574911","https://openalex.org/W3163024717","https://openalex.org/W3177325046","https://openalex.org/W4200273894","https://openalex.org/W4210615051","https://openalex.org/W4211007335","https://openalex.org/W4220915829","https://openalex.org/W4289704741","https://openalex.org/W4296691799","https://openalex.org/W4320004529","https://openalex.org/W4364322855"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"In":[0,133],"the":[1,37,45,56,74,78,82,102,109,137,142,154,162,171],"group":[2],"decision-making":[3],"process,":[4],"experts":[5],"and":[6,23,40,66,81,115,127,131,141,174,190],"decision":[7],"makers":[8],"can":[9,87,186],"sometimes":[10],"provide":[11],"subjective":[12],"evaluation":[13,93],"information":[14,38,48,94,114],"with":[15,21,95],"classification":[16,42,75,96,104,144,151,165],"labels.":[17],"To":[18,50],"effectively":[19],"deal":[20],"it":[22],"make":[24],"a":[25,64,123,149,177],"reasonable":[26],"decision,":[27],"two":[28],"key":[29],"issues":[30],"should":[31],"be":[32],"addressed":[33],"first,":[34],"which":[35,61,185],"include":[36],"representation":[39],"consensus":[41,103,118,150,164],"model":[43,108],"in":[44,70,101,153],"above-mentioned":[46],"uncertain":[47],"environment.":[49],"do":[51],"so,":[52],"this":[53,120,168],"article":[54,121,169],"extends":[55],"hesitant":[57,112,157],"fuzzy":[58,113,158],"set":[59],"(HFS),":[60],"has":[62],"been":[63],"hot":[65],"effective":[67],"presentation":[68],"tool":[69],"recent":[71],"years,":[72],"to":[73,107,160,176],"HFS":[76],"(CHFS),":[77],"parallel":[79,83,99,110,155],"HFS,":[80],"CHFS.":[84],"Thus,":[85],"we":[86,147],"mathematically":[88],"present":[89],"three":[90],"types":[91],"of":[92,180],"labels":[97],"or":[98],"characteristics":[100],"process.":[105],"Then,":[106],"classified":[111,156],"help":[116],"further":[117],"classification,":[119],"proposes":[122],"supervised":[124,138],"learning":[125,139],"algorithm":[126,140,173],"proves":[128],"its":[129],"generalization":[130],"optimization.":[132],"addition,":[134],"based":[135],"on":[136],"obtained":[143],"probability":[145],"information,":[146],"develop":[148],"method":[152],"environment":[159],"derive":[161],"optimal":[163],"results.":[166],"Finally,":[167],"applies":[170],"proposed":[172],"methods":[175],"real":[178],"example":[179],"smart":[181],"home":[182],"system":[183],"selection,":[184],"show":[187],"their":[188],"rationality":[189],"feasibility.":[191]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
