{"id":"https://openalex.org/W4285783965","doi":"https://doi.org/10.32657/10356/2487","title":"Rough set-based neuro-fuzzy system.","display_name":"Rough set-based neuro-fuzzy system.","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W4285783965","doi":"https://doi.org/10.32657/10356/2487"},"language":"en","primary_location":{"id":"doi:10.32657/10356/2487","is_oa":true,"landing_page_url":"http://doi.org/10.32657/10356/2487","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/2487/2/Tce0202451F.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/2487/2/Tce0202451F.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100320376","display_name":"Kai Keng Ang","orcid":"https://orcid.org/0000-0002-3053-6311"},"institutions":[{"id":"https://openalex.org/I4210123532","display_name":"Nordic Transport Development","ror":"https://ror.org/0295ktr04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210123532"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Kai Keng. Ang","raw_affiliation_strings":["NTU - School of Computer Engineering","NTU -School of Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTU - School of Computer Engineering","institution_ids":["https://openalex.org/I4210123532"]},{"raw_affiliation_string":"NTU -School of Computer Engineering","institution_ids":["https://openalex.org/I4210123532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100320376"],"corresponding_institution_ids":["https://openalex.org/I4210123532"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9993000030517578,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9904999732971191,"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/T10320","display_name":"Neural Networks and Applications","score":0.9830999970436096,"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/interpretability","display_name":"Interpretability","score":0.8925418853759766},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6993355751037598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6298413276672363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5532023906707764},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5066162347793579},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5045598745346069},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4738636016845703},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.46065422892570496},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45111632347106934},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.42352718114852905},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.39940208196640015},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3726606070995331}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8925418853759766},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6993355751037598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6298413276672363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5532023906707764},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5066162347793579},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5045598745346069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4738636016845703},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.46065422892570496},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45111632347106934},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.42352718114852905},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.39940208196640015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3726606070995331},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.32657/10356/2487","is_oa":true,"landing_page_url":"http://doi.org/10.32657/10356/2487","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/2487/2/Tce0202451F.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/2487","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/2487","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.32657/10356/2487","is_oa":true,"landing_page_url":"http://doi.org/10.32657/10356/2487","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/2487/2/Tce0202451F.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285783965.pdf","grobid_xml":"https://content.openalex.org/works/W4285783965.grobid-xml"},"referenced_works_count":321,"referenced_works":["https://openalex.org/W37058475","https://openalex.org/W65738273","https://openalex.org/W177510141","https://openalex.org/W208128215","https://openalex.org/W233441504","https://openalex.org/W251814528","https://openalex.org/W424872780","https://openalex.org/W564030374","https://openalex.org/W581240960","https://openalex.org/W649070775","https://openalex.org/W1482209170","https://openalex.org/W1484754041","https://openalex.org/W1501129975","https://openalex.org/W1501162218","https://openalex.org/W1518937830","https://openalex.org/W1521241147","https://openalex.org/W1527146624","https://openalex.org/W1535810436","https://openalex.org/W1536559965","https://openalex.org/W1539073210","https://openalex.org/W1540552788","https://openalex.org/W1543820402","https://openalex.org/W1549386224","https://openalex.org/W1549647993","https://openalex.org/W1553701556","https://openalex.org/W1554341549","https://openalex.org/W1554576613","https://openalex.org/W1557923305","https://openalex.org/W1559361175","https://openalex.org/W1563345489","https://openalex.org/W1566211337","https://openalex.org/W1570834090","https://openalex.org/W1576064560","https://openalex.org/W1578497686","https://openalex.org/W1586066135","https://openalex.org/W1596891867","https://openalex.org/W1599105596","https://openalex.org/W1604938182","https://openalex.org/W1610836425","https://openalex.org/W1898259180","https://openalex.org/W1964468250","https://openalex.org/W1966617499","https://openalex.org/W1967011375","https://openalex.org/W1969191437","https://openalex.org/W1970186389","https://openalex.org/W1976456688","https://openalex.org/W1976608231","https://openalex.org/W1976990135","https://openalex.org/W1977051850","https://openalex.org/W1978318335","https://openalex.org/W1983220355","https://openalex.org/W1984047604","https://openalex.org/W1986537524","https://openalex.org/W1987251161","https://openalex.org/W1988115241","https://openalex.org/W1992176519","https://openalex.org/W1993740947","https://openalex.org/W1995127855","https://openalex.org/W1996162276","https://openalex.org/W1997362234","https://openalex.org/W2000859003","https://openalex.org/W2001303688","https://openalex.org/W2001645181","https://openalex.org/W2003525885","https://openalex.org/W2004873643","https://openalex.org/W2005253354","https://openalex.org/W2007266552","https://openalex.org/W2010891123","https://openalex.org/W2011089314","https://openalex.org/W2011174648","https://openalex.org/W2011203963","https://openalex.org/W2011534285","https://openalex.org/W2011888061","https://openalex.org/W2012612681","https://openalex.org/W2013815893","https://openalex.org/W2015393497","https://openalex.org/W2017337590","https://openalex.org/W2019207321","https://openalex.org/W2020889369","https://openalex.org/W2027654459","https://openalex.org/W2029550124","https://openalex.org/W2031975339","https://openalex.org/W2034922207","https://openalex.org/W2035238020","https://openalex.org/W2035545706","https://openalex.org/W2038770572","https://openalex.org/W2038790645","https://openalex.org/W2039223699","https://openalex.org/W2040870580","https://openalex.org/W2040895929","https://openalex.org/W2041280856","https://openalex.org/W2042729862","https://openalex.org/W2046099583","https://openalex.org/W2046738003","https://openalex.org/W2047010975","https://openalex.org/W2050288270","https://openalex.org/W2050713825","https://openalex.org/W2051264127","https://openalex.org/W2052544013","https://openalex.org/W2053519393","https://openalex.org/W2055912210","https://openalex.org/W2058872423","https://openalex.org/W2062100414","https://openalex.org/W2064817890","https://openalex.org/W2065034690","https://openalex.org/W2065717209","https://openalex.org/W2066431932","https://openalex.org/W2072026441","https://openalex.org/W2076579537","https://openalex.org/W2078066200","https://openalex.org/W2079143132","https://openalex.org/W2079325629","https://openalex.org/W2080209778","https://openalex.org/W2083023271","https://openalex.org/W2083824790","https://openalex.org/W2084812512","https://openalex.org/W2087604109","https://openalex.org/W2087684630","https://openalex.org/W2089137303","https://openalex.org/W2089733531","https://openalex.org/W2089767545","https://openalex.org/W2090199544","https://openalex.org/W2090449567","https://openalex.org/W2092013679","https://openalex.org/W2092092154","https://openalex.org/W2095290023","https://openalex.org/W2097413644","https://openalex.org/W2101544483","https://openalex.org/W2103414828","https://openalex.org/W2104129931","https://openalex.org/W2107956883","https://openalex.org/W2109363337","https://openalex.org/W2110048450","https://openalex.org/W2111204393","https://openalex.org/W2111547651","https://openalex.org/W2112549957","https://openalex.org/W2113065621","https://openalex.org/W2113076747","https://openalex.org/W2114425668","https://openalex.org/W2116424792","https://openalex.org/W2116841002","https://openalex.org/W2116957897","https://openalex.org/W2117204475","https://openalex.org/W2118020555","https://openalex.org/W2118377301","https://openalex.org/W2118790915","https://openalex.org/W2122111042","https://openalex.org/W2122410182","https://openalex.org/W2123509054","https://openalex.org/W2124065547","https://openalex.org/W2124776405","https://openalex.org/W2128069141","https://openalex.org/W2128084896","https://openalex.org/W2128539603","https://openalex.org/W2128597623","https://openalex.org/W2128771953","https://openalex.org/W2128939222","https://openalex.org/W2129645442","https://openalex.org/W2129977294","https://openalex.org/W2130895341","https://openalex.org/W2131054889","https://openalex.org/W2131987814","https://openalex.org/W2132549764","https://openalex.org/W2132638958","https://openalex.org/W2132699577","https://openalex.org/W2133085637","https://openalex.org/W2133321814","https://openalex.org/W2134478553","https://openalex.org/W2134620325","https://openalex.org/W2135998216","https://openalex.org/W2137983211","https://openalex.org/W2140077863","https://openalex.org/W2140599494","https://openalex.org/W2143040521","https://openalex.org/W2143820642","https://openalex.org/W2143935103","https://openalex.org/W2144276202","https://openalex.org/W2144397661","https://openalex.org/W2145323081","https://openalex.org/W2148888011","https://openalex.org/W2149772057","https://openalex.org/W2150094074","https://openalex.org/W2150810250","https://openalex.org/W2153255036","https://openalex.org/W2153676086","https://openalex.org/W2154053567","https://openalex.org/W2154642048","https://openalex.org/W2156060469","https://openalex.org/W2157750983","https://openalex.org/W2158316397","https://openalex.org/W2158663270","https://openalex.org/W2159111290","https://openalex.org/W2159265133","https://openalex.org/W2159371584","https://openalex.org/W2160307100","https://openalex.org/W2161590125","https://openalex.org/W2162168660","https://openalex.org/W2162459787","https://openalex.org/W2162542023","https://openalex.org/W2162635690","https://openalex.org/W2164783212","https://openalex.org/W2165094119","https://openalex.org/W2165729498","https://openalex.org/W2166280719","https://openalex.org/W2168523997","https://openalex.org/W2169027522","https://openalex.org/W2169159119","https://openalex.org/W2169413195","https://openalex.org/W2171823234","https://openalex.org/W2232529627","https://openalex.org/W2330022088","https://openalex.org/W2478708596","https://openalex.org/W2494582625","https://openalex.org/W2570343052","https://openalex.org/W2615737084","https://openalex.org/W2746243882","https://openalex.org/W2752061190","https://openalex.org/W2766736793","https://openalex.org/W2920943913","https://openalex.org/W2994602346","https://openalex.org/W3036512766","https://openalex.org/W3125417980","https://openalex.org/W3125462345","https://openalex.org/W4205687621","https://openalex.org/W4212808836","https://openalex.org/W4230588984","https://openalex.org/W4230706624","https://openalex.org/W4232239282","https://openalex.org/W4236137412","https://openalex.org/W4236509312","https://openalex.org/W4238276956","https://openalex.org/W4239510810","https://openalex.org/W4242461611","https://openalex.org/W4251995171","https://openalex.org/W4252134603","https://openalex.org/W4252777590","https://openalex.org/W4253124738","https://openalex.org/W4256154939","https://openalex.org/W4285783965","https://openalex.org/W4290041864","https://openalex.org/W4292158025","https://openalex.org/W4292483811","https://openalex.org/W4292713895","https://openalex.org/W4299384975","https://openalex.org/W4386909663","https://openalex.org/W6601537765","https://openalex.org/W6602058102","https://openalex.org/W6607244108","https://openalex.org/W6607531890","https://openalex.org/W6617494922","https://openalex.org/W6628792960","https://openalex.org/W6628903467","https://openalex.org/W6629873996","https://openalex.org/W6630096803","https://openalex.org/W6630979690","https://openalex.org/W6631775930","https://openalex.org/W6632098109","https://openalex.org/W6632223199","https://openalex.org/W6632275584","https://openalex.org/W6632829569","https://openalex.org/W6632940594","https://openalex.org/W6633188799","https://openalex.org/W6633996426","https://openalex.org/W6639539628","https://openalex.org/W6641584028","https://openalex.org/W6642749388","https://openalex.org/W6642870482","https://openalex.org/W6644853494","https://openalex.org/W6646226127","https://openalex.org/W6646254958","https://openalex.org/W6646773133","https://openalex.org/W6646913078","https://openalex.org/W6649494192","https://openalex.org/W6650656188","https://openalex.org/W6650684978","https://openalex.org/W6651382787","https://openalex.org/W6653190150","https://openalex.org/W6654917571","https://openalex.org/W6655512695","https://openalex.org/W6657281715","https://openalex.org/W6659176302","https://openalex.org/W6660501261","https://openalex.org/W6661948371","https://openalex.org/W6663182674","https://openalex.org/W6663205636","https://openalex.org/W6663396662","https://openalex.org/W6669481630","https://openalex.org/W6669844823","https://openalex.org/W6670115028","https://openalex.org/W6671364891","https://openalex.org/W6672705026","https://openalex.org/W6674975331","https://openalex.org/W6675883887","https://openalex.org/W6675958396","https://openalex.org/W6677011745","https://openalex.org/W6677186600","https://openalex.org/W6677785032","https://openalex.org/W6677831684","https://openalex.org/W6678078930","https://openalex.org/W6679218891","https://openalex.org/W6679965533","https://openalex.org/W6680072048","https://openalex.org/W6680405068","https://openalex.org/W6680704940","https://openalex.org/W6680892436","https://openalex.org/W6680938734","https://openalex.org/W6681266859","https://openalex.org/W6683636364","https://openalex.org/W6683924614","https://openalex.org/W6684212452","https://openalex.org/W6684930001","https://openalex.org/W6685397111","https://openalex.org/W6731518625","https://openalex.org/W6758652401","https://openalex.org/W6758966629","https://openalex.org/W6807186418","https://openalex.org/W6817491142","https://openalex.org/W6821113053","https://openalex.org/W6842163888","https://openalex.org/W7023726515","https://openalex.org/W7036290874"],"related_works":["https://openalex.org/W2166637398","https://openalex.org/W1486684451","https://openalex.org/W2148925928","https://openalex.org/W2066929655","https://openalex.org/W2335465146","https://openalex.org/W1487720066","https://openalex.org/W2040464855","https://openalex.org/W22698454","https://openalex.org/W2608292510","https://openalex.org/W4234401969"],"abstract_inverted_index":{"Neuro-fuzzy":[0],"systems":[1,60],"is":[2],"a":[3,11,40,96,118],"popular":[4],"hybridization":[5],"in":[6,79],"soft":[7],"computing":[8],"that":[9,43,71,77,82,103],"abstracts":[10],"fuzzy":[12,30,37,46,101],"model":[13,31,42],"from":[14,84],"given":[15],"numerical":[16],"examples":[17],"using":[18,58,117],"neural":[19],"learning":[20],"techniques":[21],"to":[22],"formulate":[23],"accurate":[24],"predictions":[25],"on":[26,73,111],"unseen":[27],"samples.":[28],"The":[29],"incorporates":[32],"the":[33,62,90,139,142],"human-like":[34],"style":[35],"of":[36,65,92,99],"reasoning":[38],"through":[39],"linguistic":[41,49,86],"comprises":[44],"if-then":[45,100],"rules":[47,102],"and":[48],"terms":[50],"described":[51],"by":[52],"membership":[53,80],"functions.":[54],"However,":[55],"modeling":[56,91],"data":[57,94],"neuro-fuzzy":[59,134],"involves":[61],"contradictory":[63],"requirements":[64],"interpretability":[66,113],"versus":[67],"accuracy.":[68],"Prevailing":[69],"research":[70],"focused":[72],"accuracy":[74,116],"employed":[75],"optimization":[76],"resulted":[78],"functions":[81],"derailed":[83],"human-interpretable":[85],"terms.":[87],"In":[88],"addition,":[89],"high-dimensional":[93],"requires":[95],"large":[97],"number":[98],"exceeds":[104],"human":[105],"level":[106],"interpretation.":[107],"This":[108],"thesis":[109],"focuses":[110],"increasing":[112],"without":[114],"compromising":[115],"novel":[119],"hybrid":[120],"intelligent":[121],"Rough":[122],"set-based":[123,130],"Neuro-Fuzzy":[124],"System":[125],"(RNFS),":[126],"which":[127],"synergizes":[128],"rough":[129],"knowledge":[131],"reduction":[132],"with":[133,141],"systems.":[135],"RNFS":[136],"directly":[137],"addresses":[138],"problems":[140],"following":[143],"contributions:":[144]},"counts_by_year":[],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}