{"id":"https://openalex.org/W3120373914","doi":"https://doi.org/10.1109/access.2021.3051001","title":"Extended Belief Rule-Base Optimization Base on Clustering Tree and Parameter Optimization","display_name":"Extended Belief Rule-Base Optimization Base on Clustering Tree and Parameter Optimization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3120373914","doi":"https://doi.org/10.1109/access.2021.3051001","mag":"3120373914"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3051001","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3051001","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09320478.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09320478.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063901285","display_name":"Jin-Hui Zhuang","orcid":"https://orcid.org/0000-0001-9377-6980"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinhui Zhuang","raw_affiliation_strings":["College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9377-6980","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003636258","display_name":"Jifeng Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifeng Ye","raw_affiliation_strings":["College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2515-3404","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052769403","display_name":"Nannan Chen","orcid":"https://orcid.org/0000-0002-9689-2562"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nannan Chen","raw_affiliation_strings":["College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9689-2562","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032162359","display_name":"Weijie Fang","orcid":"https://orcid.org/0000-0003-2448-4786"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Fang","raw_affiliation_strings":["Institute of Decision Sciences, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2448-4786","affiliations":[{"raw_affiliation_string":"Institute of Decision Sciences, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040575077","display_name":"Xuecheng Fan","orcid":"https://orcid.org/0000-0001-9478-3795"},"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":"Xuecheng Fan","raw_affiliation_strings":["School of Economics, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9478-3795","affiliations":[{"raw_affiliation_string":"School of Economics, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051017723","display_name":"Yang-Geng Fu","orcid":"https://orcid.org/0000-0002-8507-9189"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanggeng Fu","raw_affiliation_strings":["College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8507-9189","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063901285"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5688,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70740997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"12533","last_page":"12544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9905999898910522,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9860000014305115,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9847999811172485,"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/computer-science","display_name":"Computer science","score":0.7827546000480652},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7099068760871887},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6628533601760864},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5890846848487854},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.539481520652771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.522685170173645},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4513140022754669},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.42801904678344727},{"id":"https://openalex.org/keywords/reasoning-system","display_name":"Reasoning system","score":0.42730265855789185},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4162628650665283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40931856632232666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17045998573303223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7827546000480652},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7099068760871887},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6628533601760864},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5890846848487854},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.539481520652771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.522685170173645},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4513140022754669},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.42801904678344727},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.42730265855789185},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4162628650665283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40931856632232666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17045998573303223},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3051001","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3051001","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09320478.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a72d577df8f940ddbc11034b0b8fe25c","is_oa":true,"landing_page_url":"https://doaj.org/article/a72d577df8f940ddbc11034b0b8fe25c","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":"IEEE Access, Vol 9, Pp 12533-12544 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3051001","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3051001","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09320478.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2938914627","display_name":null,"funder_award_id":"2019J01647","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4969220739","display_name":null,"funder_award_id":"61773123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G905391346","display_name":null,"funder_award_id":"TC19083WB","funder_id":"https://openalex.org/F4320323970","funder_display_name":"Ministry of Industry and Information Technology of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320323970","display_name":"Ministry of Industry and Information Technology of the People's Republic of China","ror":"https://ror.org/0385nmy68"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120373914.pdf","grobid_xml":"https://content.openalex.org/works/W3120373914.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1512921847","https://openalex.org/W1524694174","https://openalex.org/W1595159159","https://openalex.org/W1626834557","https://openalex.org/W1879678483","https://openalex.org/W1950681193","https://openalex.org/W1985531813","https://openalex.org/W1991391573","https://openalex.org/W1995167134","https://openalex.org/W2004139117","https://openalex.org/W2045608570","https://openalex.org/W2055122450","https://openalex.org/W2066628421","https://openalex.org/W2068283474","https://openalex.org/W2081130435","https://openalex.org/W2088171019","https://openalex.org/W2109034551","https://openalex.org/W2109622481","https://openalex.org/W2117688906","https://openalex.org/W2127130980","https://openalex.org/W2140364226","https://openalex.org/W2174053585","https://openalex.org/W2346324131","https://openalex.org/W2485472301","https://openalex.org/W2588189048","https://openalex.org/W2748206084","https://openalex.org/W2755405380","https://openalex.org/W2771844418","https://openalex.org/W2797148637","https://openalex.org/W2803811832","https://openalex.org/W2898433951","https://openalex.org/W2904900506","https://openalex.org/W2912565176","https://openalex.org/W2916311831","https://openalex.org/W2997481239","https://openalex.org/W2999655797","https://openalex.org/W3009509197","https://openalex.org/W3040695986","https://openalex.org/W3120740533","https://openalex.org/W4211007335","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W2379464034","https://openalex.org/W2349610538","https://openalex.org/W1526477225","https://openalex.org/W2350158949","https://openalex.org/W1646561071","https://openalex.org/W2546413454","https://openalex.org/W2949310178","https://openalex.org/W1488207546","https://openalex.org/W2145201919","https://openalex.org/W2030043097"],"abstract_inverted_index":{"Extended":[0],"belief":[1,14],"rule-based":[2,15],"(EBRB)":[3],"system":[4,25,147,173],"has":[5],"a":[6,66,81],"better":[7],"ability":[8],"to":[9,32,44,99,111,141],"model":[10],"complex":[11],"problems":[12],"than":[13],"(BRB)":[16],"system.":[17,197],"However,":[18],"the":[19,33,40,46,59,84,87,100,103,113,117,122,127,134,143,163,184,193],"storage":[20],"of":[21,28,36,48,61,116,124,130,145,171,195],"rules":[22],"in":[23,148,192],"EBRB":[24,146,172,196],"is":[26,139],"out":[27,80,94],"order,":[29],"which":[30],"leads":[31],"low":[34],"efficiency":[35,47,123],"rule":[37,49,62,88],"retrieval":[38,89],"during":[39,86],"reasoning":[41,69,96,125],"process.":[42],"Therefore,":[43],"improve":[45],"retrieval,":[50],"this":[51,149],"study":[52],"introduces":[53],"K-means":[54,73],"clustering":[55,74],"tree":[56,85],"algorithm":[57,138],"into":[58],"construction":[60],"base,":[63],"then":[64,92],"proposes":[65],"multi-layer":[67],"weighted":[68,108],"approach":[70,78],"based":[71],"on":[72,83,102,155],"tree.":[75],"The":[76,179],"proposed":[77,185],"seeks":[79],"path":[82],"process,":[90],"and":[91,109,126,162,174],"figures":[93],"several":[95],"results":[97,106,164,181],"according":[98],"nodes":[101],"path.":[104],"These":[105],"are":[107,153,165],"aggregated":[110],"obtain":[112],"final":[114],"conclusion":[115],"system,":[118],"thus":[119],"ensure":[120],"both":[121],"sufficient":[128],"utilization":[129],"information.":[131],"In":[132],"addition,":[133],"differential":[135],"evolution":[136],"(DE)":[137],"used":[140,157],"train":[142],"parameters":[144],"study.":[150],"Several":[151],"experiments":[152],"conducted":[154],"commonly":[156],"classification":[158],"datasets":[159],"from":[160],"UCI,":[161],"compared":[166],"with":[167],"some":[168],"existing":[169],"works":[170],"conventional":[175],"machine":[176],"learning":[177],"methods.":[178],"comparison":[180],"illustrate":[182],"that":[183],"method":[186],"can":[187],"make":[188],"an":[189],"obvious":[190],"improvement":[191],"performance":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
