{"id":"https://openalex.org/W4401476311","doi":"https://doi.org/10.1007/s10462-024-10833-z","title":"Evidence generalization-based discounting method: assigning unreliable information to partial ignorance","display_name":"Evidence generalization-based discounting method: assigning unreliable information to partial ignorance","publication_year":2024,"publication_date":"2024-08-09","ids":{"openalex":"https://openalex.org/W4401476311","doi":"https://doi.org/10.1007/s10462-024-10833-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-024-10833-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10833-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10833-z.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10833-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031079560","display_name":"Qiying Hu","orcid":"https://orcid.org/0000-0002-1313-4003"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiying Hu","raw_affiliation_strings":["Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China","School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032529747","display_name":"Qianli Zhou","orcid":"https://orcid.org/0000-0001-5087-3617"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianli Zhou","raw_affiliation_strings":["Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017483815","display_name":"Zhen Li","orcid":"https://orcid.org/0000-0002-5156-3730"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Li","raw_affiliation_strings":["China Mobile Information Technology Center, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Information Technology Center, Beijing, 100029, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741983","display_name":"Yong Deng","orcid":"https://orcid.org/0000-0001-9286-2123"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Yong Deng","raw_affiliation_strings":["Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China","School of Medicine, Vanderbilt University, Nashville, 37240, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu, 610054, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Medicine, Vanderbilt University, Nashville, 37240, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022778275","display_name":"Kang Hao Cheong","orcid":"https://orcid.org/0000-0002-4475-5451"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kang Hao Cheong","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore","Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore, 637371, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Division of Mathematical Sciences, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore, 637371, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022778275","https://openalex.org/A5100741983"],"corresponding_institution_ids":["https://openalex.org/I150229711","https://openalex.org/I172675005","https://openalex.org/I200719446"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.9439,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77687996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"57","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9832000136375427,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9632999897003174,"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/generalization","display_name":"Generalization","score":0.7983616590499878},{"id":"https://openalex.org/keywords/discounting","display_name":"Discounting","score":0.7792152166366577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6647821664810181},{"id":"https://openalex.org/keywords/ignorance","display_name":"Ignorance","score":0.558440089225769},{"id":"https://openalex.org/keywords/rationality","display_name":"Rationality","score":0.5581708550453186},{"id":"https://openalex.org/keywords/attributive","display_name":"Attributive","score":0.5158871412277222},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4979746341705322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4661461412906647},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4237297773361206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2696153223514557},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.0836833119392395},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07923164963722229}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7983616590499878},{"id":"https://openalex.org/C6177178","wikidata":"https://www.wikidata.org/wiki/Q10998070","display_name":"Discounting","level":2,"score":0.7792152166366577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647821664810181},{"id":"https://openalex.org/C2778732403","wikidata":"https://www.wikidata.org/wiki/Q815577","display_name":"Ignorance","level":2,"score":0.558440089225769},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.5581708550453186},{"id":"https://openalex.org/C2778854177","wikidata":"https://www.wikidata.org/wiki/Q4818723","display_name":"Attributive","level":2,"score":0.5158871412277222},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4979746341705322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4661461412906647},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4237297773361206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2696153223514557},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0836833119392395},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07923164963722229},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10462-024-10833-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10833-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10833-z.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/180845","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/180845","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s10462-024-10833-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10833-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10833-z.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1692580661","display_name":null,"funder_award_id":"62373078","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401476311.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1913719078","https://openalex.org/W1993853885","https://openalex.org/W2007406623","https://openalex.org/W2010365319","https://openalex.org/W2039125701","https://openalex.org/W2049337423","https://openalex.org/W2072348410","https://openalex.org/W2078410661","https://openalex.org/W2114463407","https://openalex.org/W2117079761","https://openalex.org/W2123670003","https://openalex.org/W2132696335","https://openalex.org/W2140084089","https://openalex.org/W2165990543","https://openalex.org/W2550505910","https://openalex.org/W2946021995","https://openalex.org/W2965768175","https://openalex.org/W3046324382","https://openalex.org/W3136429523","https://openalex.org/W3156062855","https://openalex.org/W4205127297","https://openalex.org/W4205662564","https://openalex.org/W4206091997","https://openalex.org/W4221000067","https://openalex.org/W4249545506","https://openalex.org/W4283079959","https://openalex.org/W4294688369","https://openalex.org/W4296916927","https://openalex.org/W4301347335","https://openalex.org/W4310861413","https://openalex.org/W4312417111","https://openalex.org/W4312681734","https://openalex.org/W4312737789","https://openalex.org/W4317470252","https://openalex.org/W4319068890","https://openalex.org/W4323923523","https://openalex.org/W4364302345","https://openalex.org/W4367016625","https://openalex.org/W4378194787","https://openalex.org/W4386824995","https://openalex.org/W4389331447"],"related_works":["https://openalex.org/W2364844241","https://openalex.org/W2389925729","https://openalex.org/W2348135858","https://openalex.org/W2359858346","https://openalex.org/W2377626060","https://openalex.org/W2368327626","https://openalex.org/W2380547787","https://openalex.org/W2463277218","https://openalex.org/W2363062898","https://openalex.org/W4294188728"],"abstract_inverted_index":{"Abstract":[0],"Conflict":[1],"management":[2],"is":[3,42,105],"an":[4],"important":[5],"topic":[6],"when":[7],"dealing":[8],"with":[9,47,60],"unreliable":[10,18],"sources":[11],"information":[12,56],"fusion":[13],"in":[14,58],"Dempster\u2013Shafer":[15],"theory.":[16],"Discounting":[17],"bodies":[19,74],"of":[20,34,68,71,75,96,119],"evidence":[21],"has":[22],"proven":[23],"to":[24,27,107],"be":[25],"effective":[26],"decrease":[28],"conflict.":[29],"Based":[30],"on":[31],"the":[32,48,66,94,97,117,120],"generalization":[33],"belief":[35],"functions,":[36],"a":[37],"new":[38],"generalization-based":[39,103],"discounting":[40,62,104],"method":[41,52],"proposed.":[43],"When":[44],"resolving":[45,69],"conflicts":[46,70],"same":[49],"degree,":[50],"our":[51,88],"can":[53],"realize":[54],"less":[55],"loss":[57],"comparison":[59],"other":[61],"methods.":[63],"By":[64],"simulating":[65],"process":[67],"randomly":[72],"generated":[73,101],"evidence,":[76],"using":[77],"entropy":[78],"measurements":[79],"and":[80,91,102],"binary":[81],"conflict":[82,98],"as":[83],"evaluation":[84],"index,":[85],"we":[86],"show":[87],"method\u2019s":[89],"rationality":[90],"superiority.":[92],"Finally,":[93],"hyperparameters":[95],"metrics":[99],"are":[100],"applied":[106],"classify":[108],"real-world":[109],"datasets.":[110],"The":[111],"improved":[112],"classification":[113],"performance":[114],"further":[115],"illustrates":[116],"usefulness":[118],"method.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
