{"id":"https://openalex.org/W2946021995","doi":"https://doi.org/10.1109/tfuzz.2019.2911915","title":"Evidence Combination Based on Credal Belief Redistribution for Pattern Classification","display_name":"Evidence Combination Based on Credal Belief Redistribution for Pattern Classification","publication_year":2019,"publication_date":"2019-05-23","ids":{"openalex":"https://openalex.org/W2946021995","doi":"https://doi.org/10.1109/tfuzz.2019.2911915","mag":"2946021995"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2019.2911915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2911915","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","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/A5038197310","display_name":"Zhunga Liu","orcid":"https://orcid.org/0000-0001-7144-7449"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhun-Ga Liu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","Northwestern Polytechnical University [Xi'an]"],"raw_orcid":"https://orcid.org/0000-0001-7144-7449","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical University [Xi'an]","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345786","display_name":"Yu Liu","orcid":"https://orcid.org/0000-0002-5216-3181"},"institutions":[{"id":"https://openalex.org/I4210162215","display_name":"Naval Aeronautical and Astronautical University","ror":"https://ror.org/02j2yhq26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["Research Institute of Information Fusion, Naval Aeronautical and Astronautical University, Yantai, China","Naval Aeronautical and Astronautical University"],"raw_orcid":"https://orcid.org/0000-0002-5216-3181","affiliations":[{"raw_affiliation_string":"Research Institute of Information Fusion, Naval Aeronautical and Astronautical University, Yantai, China","institution_ids":["https://openalex.org/I4210162215"]},{"raw_affiliation_string":"Naval Aeronautical and Astronautical University","institution_ids":["https://openalex.org/I4210162215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082354765","display_name":"Jean Dezert","orcid":"https://orcid.org/0000-0003-3474-9186"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Dezert","raw_affiliation_strings":["ONERA\u2014The French Aerospace Lab, Palaiseau, France","DTIS, ONERA, Universit\u00e9 Paris Saclay (COmUE) [Palaiseau]"],"raw_orcid":"https://orcid.org/0000-0003-3474-9186","affiliations":[{"raw_affiliation_string":"ONERA\u2014The French Aerospace Lab, Palaiseau, France","institution_ids":["https://openalex.org/I2801658355"]},{"raw_affiliation_string":"DTIS, ONERA, Universit\u00e9 Paris Saclay (COmUE) [Palaiseau]","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2801658355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050777136","display_name":"Fabio Cuzzolin","orcid":"https://orcid.org/0000-0002-9271-2130"},"institutions":[{"id":"https://openalex.org/I124261462","display_name":"Oxford Brookes University","ror":"https://ror.org/04v2twj65","country_code":"GB","type":"education","lineage":["https://openalex.org/I124261462"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fabio Cuzzolin","raw_affiliation_strings":["School of Engineering, Computing and Mathematics, Oxford Brookes University, Oxford, U.K","Oxford Brookes University"],"raw_orcid":"https://orcid.org/0000-0002-9271-2130","affiliations":[{"raw_affiliation_string":"School of Engineering, Computing and Mathematics, Oxford Brookes University, Oxford, U.K","institution_ids":["https://openalex.org/I124261462"]},{"raw_affiliation_string":"Oxford Brookes University","institution_ids":["https://openalex.org/I124261462"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":26.3274,"has_fulltext":false,"cited_by_count":232,"citation_normalized_percentile":{"value":0.99653182,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":"4","first_page":"618","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9889000058174133,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9889000058174133,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9843000173568726,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9728000164031982,"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/classifier","display_name":"Classifier (UML)","score":0.7019573450088501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5808554887771606},{"id":"https://openalex.org/keywords/redistribution","display_name":"Redistribution (election)","score":0.4817252457141876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4656878709793091},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4562881588935852},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43452996015548706},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4245811402797699},{"id":"https://openalex.org/keywords/dempster\u2013shafer-theory","display_name":"Dempster\u2013Shafer theory","score":0.41726428270339966}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7019573450088501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5808554887771606},{"id":"https://openalex.org/C74080474","wikidata":"https://www.wikidata.org/wiki/Q7305975","display_name":"Redistribution (election)","level":3,"score":0.4817252457141876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4656878709793091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4562881588935852},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43452996015548706},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4245811402797699},{"id":"https://openalex.org/C178011137","wikidata":"https://www.wikidata.org/wiki/Q285997","display_name":"Dempster\u2013Shafer theory","level":2,"score":0.41726428270339966},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tfuzz.2019.2911915","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2019.2911915","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02873391v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02873391","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":false,"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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Fuzzy Systems, 2020, 28 (4), pp.618-631. ⟨10.1109/TFUZZ.2019.2911915⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:tle:5933711b-0a39-4831-8f8a-13ac9fd11cfc:afee126f-04b2-41a9-a6dd-b29b7c6c20ab:1","is_oa":false,"landing_page_url":"https://radar.brookes.ac.uk/radar/items/5933711b-0a39-4831-8f8a-13ac9fd11cfc/1/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400541","display_name":"Radar (Oxford Brookes University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124261462","host_organization_name":"Oxford Brookes University","host_organization_lineage":["https://openalex.org/I124261462"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Evidence combination based on credal belief redistribution for pattern classification","raw_type":"journal article"},{"id":"pmh:tle:5933711b-0a39-4831-8f8a-13ac9fd11cfc:b4ef9587-4603-18f8-a471-bb20511f0ad9:1","is_oa":false,"landing_page_url":"https://radar.brookes.ac.uk/radar/items/5933711b-0a39-4831-8f8a-13ac9fd11cfc/1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400541","display_name":"Radar (Oxford Brookes University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124261462","host_organization_name":"Oxford Brookes University","host_organization_lineage":["https://openalex.org/I124261462"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"Journal Article/Review"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2407514581","display_name":null,"funder_award_id":"61790554","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6200837767","display_name":null,"funder_award_id":"61790552","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7234577673","display_name":null,"funder_award_id":"61672431","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W40505703","https://openalex.org/W1496174531","https://openalex.org/W1538372379","https://openalex.org/W1565231976","https://openalex.org/W1576996201","https://openalex.org/W1601740268","https://openalex.org/W1662713651","https://openalex.org/W1964832275","https://openalex.org/W1966333039","https://openalex.org/W1981643872","https://openalex.org/W1990269777","https://openalex.org/W2008535418","https://openalex.org/W2013989226","https://openalex.org/W2029169022","https://openalex.org/W2049337423","https://openalex.org/W2050041805","https://openalex.org/W2062458928","https://openalex.org/W2064639303","https://openalex.org/W2071563913","https://openalex.org/W2072348410","https://openalex.org/W2083143867","https://openalex.org/W2122410182","https://openalex.org/W2124868070","https://openalex.org/W2129048010","https://openalex.org/W2132696335","https://openalex.org/W2154127879","https://openalex.org/W2158099476","https://openalex.org/W2159160074","https://openalex.org/W2160767978","https://openalex.org/W2161806992","https://openalex.org/W2176632791","https://openalex.org/W2343114325","https://openalex.org/W2344533582","https://openalex.org/W2403746960","https://openalex.org/W2406522146","https://openalex.org/W2487087946","https://openalex.org/W2555986604","https://openalex.org/W2623293810","https://openalex.org/W2623978803","https://openalex.org/W2680969515","https://openalex.org/W2709480298","https://openalex.org/W2770602367","https://openalex.org/W2797148637","https://openalex.org/W2898433951","https://openalex.org/W2911964244","https://openalex.org/W4232359393","https://openalex.org/W4301347335","https://openalex.org/W6632312326","https://openalex.org/W6637299801","https://openalex.org/W6683353755","https://openalex.org/W6684033278","https://openalex.org/W6713794073"],"related_works":["https://openalex.org/W1494981048","https://openalex.org/W2067330150","https://openalex.org/W4294619279","https://openalex.org/W2953038261","https://openalex.org/W2375966783","https://openalex.org/W4385609800","https://openalex.org/W4231117045","https://openalex.org/W1979977179","https://openalex.org/W2130430633","https://openalex.org/W1587782513"],"abstract_inverted_index":{"Evidence":[0,20],"theory,":[1,6],"also":[2,93,113],"called":[3],"belief":[4,66,83,142,154],"function":[5],"provides":[7],"an":[8],"efficient":[9],"tool":[10],"to":[11,36,56,72,89,94,120,135,170,191,199,227,259],"represent":[12],"and":[13,44,262,282],"combine":[14],"uncertain":[15],"information":[16],"for":[17,105,146],"pattern":[18,189],"classification.":[19],"combination":[21],"can":[22,112,235],"be":[23,144],"interpreted,":[24],"in":[25,108],"some":[26],"applications,":[27],"as":[28],"classifier":[29,111],"fusion.":[30],"The":[31,76,246,267],"sources":[32],"of":[33,78,81,98,141,153,181,186,240,250,269,287],"evidence":[34,116,251],"corresponding":[35],"multiple":[37,247],"classifiers":[38],"usually":[39],"exhibit":[40],"different":[41,50,106,194],"classification":[42,103,265],"qualities,":[43],"they":[45],"are":[46,132,209,252],"often":[47],"discounted":[48,145,174,207],"using":[49],"weights":[51],"before":[52],"combination.":[53],"In":[54,204],"order":[55],"achieve":[57],"the":[58,95,115,129,136,157,173,179,184,196,202,206,222,228,238,256,279],"best":[59],"possible":[60],"fusion":[61,290],"performance,":[62],"a":[63,109,138,150,187,192],"new":[64],"credal":[65],"redistribution":[67,158],"(CBR)":[68],"method":[69],"is":[70,117,168,216,224,271],"proposed":[71],"revise":[73],"such":[74],"evidence.":[75],"rationale":[77],"CBR":[79,270],"consists":[80],"transferring":[82],"from":[84,124,195,278],"one":[85,197,234],"class":[86,193],"not":[87],"just":[88],"other":[90,223,288],"classes,":[91,220],"but":[92],"associated":[96,229],"disjunctions":[97],"classes":[99],"(i.e.,":[100,183],"meta-classes).":[101],"As":[102],"accuracy":[104],"objects":[107],"given":[110],"vary,":[114],"revised":[118,248],"according":[119],"prior":[121],"knowledge":[122],"mined":[123],"its":[125],"training":[126],"neighbors.":[127],"If":[128],"selected":[130],"neighbors":[131,167],"relatively":[133],"close":[134],"evidence,":[137],"large":[139],"amount":[140],"will":[143,155],"redistribution.":[147],"Otherwise,":[148],"only":[149],"small":[151],"fraction":[152],"enter":[156],"procedure.":[159],"An":[160],"imprecision":[161],"matrix":[162,177],"estimated":[163],"based":[164],"on":[165,274],"these":[166],"employed":[169],"specifically":[171],"redistribute":[172],"beliefs.":[175],"This":[176],"expresses":[178],"likelihood":[180],"misclassification":[182,241],"probability":[185],"test":[188],"belonging":[190],"assigned":[198],"it":[200],"by":[201,242,255],"classifier).":[203],"CBR,":[205],"beliefs":[208],"divided":[210],"into":[211],"two":[212],"parts.":[213],"One":[214],"part":[215],"transferred":[217],"between":[218],"singleton":[219],"whereas":[221],"cautiously":[225],"committed":[226],"meta-classes.":[230],"By":[231],"doing":[232],"this,":[233],"efficiently":[236],"reduce":[237,260],"chance":[239],"modeling":[243],"partial":[244],"imprecision.":[245],"pieces":[249],"finally":[253],"combined":[254],"Dempster-Shafer":[257],"rule":[258],"uncertainty":[261],"further":[263],"improve":[264],"accuracy.":[266],"effectiveness":[268],"extensively":[272],"validated":[273],"several":[275],"real":[276],"datasets":[277],"UCI":[280],"repository":[281],"critically":[283],"compared":[284],"with":[285],"that":[286],"related":[289],"methods.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":44},{"year":2021,"cited_by_count":58},{"year":2020,"cited_by_count":49},{"year":2019,"cited_by_count":14}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}