{"id":"https://openalex.org/W4412003945","doi":"https://doi.org/10.1007/s44443-025-00125-z","title":"Conflict evidence combination rule based on multi-dimensional weighted evidence optimization method and its applications in pattern recognition","display_name":"Conflict evidence combination rule based on multi-dimensional weighted evidence optimization method and its applications in pattern recognition","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4412003945","doi":"https://doi.org/10.1007/s44443-025-00125-z"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-025-00125-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00125-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00125-z.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00125-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067337603","display_name":"Fengfeng Xi","orcid":"https://orcid.org/0000-0002-3176-2441"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuhai Xi","raw_affiliation_strings":["School of Software, Jiangxi Normal University, Nanchang, 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University, Nanchang, 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mengli Mei","orcid":null},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengli Mei","raw_affiliation_strings":["School of Software, Jiangxi Normal University, Nanchang, 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University, Nanchang, 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Yang","raw_affiliation_strings":["School of Software, Jiangxi Normal University, Nanchang, 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University, Nanchang, 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694532","display_name":"Hang Guo","orcid":"https://orcid.org/0000-0001-8712-9787"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Guo","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103292496","display_name":"Min Yu","orcid":"https://orcid.org/0000-0001-9299-4804"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Yu","raw_affiliation_strings":["School of Software, Jiangxi Normal University, Nanchang, 330022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Normal University, Nanchang, 330022, China","institution_ids":["https://openalex.org/I53592917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103292496"],"corresponding_institution_ids":["https://openalex.org/I53592917"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":2.2966,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88768982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"37","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9799000024795532,"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":0.9799000024795532,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9550999999046326,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.953000009059906,"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/computer-science","display_name":"Computer science","score":0.46286022663116455},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3833078444004059},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3543455898761749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3468601405620575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46286022663116455},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3833078444004059},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3543455898761749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3468601405620575}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44443-025-00125-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00125-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00125-z.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9c92ac0b4f1444a5926d5142fcad1b6e","is_oa":true,"landing_page_url":"https://doaj.org/article/9c92ac0b4f1444a5926d5142fcad1b6e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 5, Pp 1-27 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44443-025-00125-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00125-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00125-z.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412003945.pdf","grobid_xml":"https://content.openalex.org/works/W4412003945.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1510827835","https://openalex.org/W1987812214","https://openalex.org/W1993853885","https://openalex.org/W2023716082","https://openalex.org/W2042774699","https://openalex.org/W2048196003","https://openalex.org/W2056629776","https://openalex.org/W2114463407","https://openalex.org/W2117079761","https://openalex.org/W2148534795","https://openalex.org/W2153877089","https://openalex.org/W2154127879","https://openalex.org/W2584983011","https://openalex.org/W2611966998","https://openalex.org/W2790973169","https://openalex.org/W2793408139","https://openalex.org/W2889405224","https://openalex.org/W2898331460","https://openalex.org/W2947577298","https://openalex.org/W2950847944","https://openalex.org/W2963803440","https://openalex.org/W2986647026","https://openalex.org/W2990842779","https://openalex.org/W3035205925","https://openalex.org/W3110114729","https://openalex.org/W3112569100","https://openalex.org/W3120347279","https://openalex.org/W3140533750","https://openalex.org/W3156062855","https://openalex.org/W3158395436","https://openalex.org/W4206096690","https://openalex.org/W4296606738","https://openalex.org/W4298625442","https://openalex.org/W4313362236","https://openalex.org/W4317470252","https://openalex.org/W4323350721","https://openalex.org/W4367319297","https://openalex.org/W4381185442","https://openalex.org/W4386154906","https://openalex.org/W4386193537","https://openalex.org/W4388282568","https://openalex.org/W4389262669","https://openalex.org/W4389505845","https://openalex.org/W4389925197","https://openalex.org/W4392714193","https://openalex.org/W4400346353","https://openalex.org/W4401051167","https://openalex.org/W4404026039","https://openalex.org/W4409217717"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"In":[0],"complex":[1,239],"pattern":[2,185,235],"recognition":[3,236],"scenarios,":[4],"multi-source":[5,134,157],"information":[6,135],"fusion":[7,136],"faces":[8],"critical":[9],"challenges":[10],"in":[11,69,224,233,238],"handling":[12],"conflicting":[13,94],"evidence.":[14,90,106],"This":[15,54,169],"paper":[16,130,200],"proposes":[17],"an":[18],"innovative":[19],"conflict":[20,51,101,118,163],"evidence":[21,29,76,95,119,164],"combination":[22,110,165],"rule":[23,111,166],"based":[24],"on":[25,204],"a":[26,132],"multi-dimensional":[27,74],"weighted":[28,75],"optimization":[30,77],"method":[31,78,220],"to":[32,47,81,99,114],"address":[33],"this":[34,92,129,199],"issue.":[35],"First,":[36],"systematic":[37],"indicator":[38,66],"classification":[39],"and":[40,64,102,125,153,159,182,191,226],"coefficient":[41],"of":[42,60,86,89,143,175,184,195,207],"variation":[43],"analysis":[44,203],"are":[45],"conducted":[46],"rigorously":[48],"select":[49],"key":[50],"evaluation":[52,62],"metrics.":[53],"approach":[55,170],"effectively":[56,97],"addresses":[57],"the":[58,73,83,105,108,116,141,161,173,180,189,196,218],"issues":[59],"incomplete":[61],"dimensions":[63],"limited":[65],"selection":[67],"observed":[68],"prior":[70],"research.":[71],"Subsequently,":[72],"is":[79,96,112],"employed":[80],"calculate":[82],"relative":[84],"importance":[85],"each":[87],"piece":[88],"On":[91],"basis,":[93],"discounted":[98,117],"reduce":[100],"uncertainty":[103],"among":[104],"Finally,":[107],"Dempster":[109],"applied":[113],"fuse":[115],"for":[120,167],"decision-making,":[121],"achieving":[122],"more":[123],"accurate":[124],"robust":[126],"judgments.":[127],"Furthermore,":[128],"constructs":[131],"decision-level":[133],"model.":[137],"The":[138,209],"model":[139],"integrates":[140],"outputs":[142],"three":[144],"basic":[145],"classifiers\u2014K-Nearest":[146],"Neighbors":[147],"(KNN),":[148],"Support":[149],"Vector":[150],"Machines":[151],"(SVM),":[152],"Random":[154],"Forests":[155],"(RF)\u2014as":[156],"information,":[158],"applies":[160],"proposed":[162,197,219],"fusion.":[168],"fully":[171],"leverages":[172],"advantages":[174,223],"different":[176],"classifiers,":[177],"thereby":[178],"enhancing":[179],"accuracy":[181,225],"robustness":[183],"recognition.":[186],"To":[187],"verify":[188],"effectiveness":[190],"practical":[192],"application":[193,231],"potential":[194,230],"method,":[198],"conducts":[201],"empirical":[202],"multiple":[205],"sets":[206],"experiments.":[208],"experimental":[210],"results":[211],"demonstrate":[212],"that,":[213],"compared":[214],"with":[215],"existing":[216],"methods,":[217],"exhibits":[221],"significant":[222],"robustness,":[227],"proving":[228],"its":[229],"value":[232],"addressing":[234],"problems":[237],"scenarios.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
