{"id":"https://openalex.org/W2009390087","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251226","title":"Building monotonicity-preserving Fuzzy Inference models with optimization-based similarity reasoning and a monotonicity index","display_name":"Building monotonicity-preserving Fuzzy Inference models with optimization-based similarity reasoning and a monotonicity index","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2009390087","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251226","mag":"2009390087"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-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/A5088594549","display_name":"Kai Meng Tay","orcid":"https://orcid.org/0000-0002-0076-6167"},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Kai Meng Tay","raw_affiliation_strings":["Faculty of Engineering, Universiti Malaysia Sarawak, Sarawak, Malaysia","[Faculty of Engineering, Universiti Malaysia Sarawak, Malaysia]"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universiti Malaysia Sarawak, Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]},{"raw_affiliation_string":"[Faculty of Engineering, Universiti Malaysia Sarawak, Malaysia]","institution_ids":["https://openalex.org/I41461413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072923302","display_name":"Chee Peng Lim","orcid":"https://orcid.org/0000-0003-4191-9083"},"institutions":[{"id":"https://openalex.org/I4210147344","display_name":"Malaysia University of Science and Technology","ror":"https://ror.org/04frcff47","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210147344"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee Peng Lim","raw_affiliation_strings":["School of Computer Sciences, University of Science Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, University of Science Malaysia, Malaysia","institution_ids":["https://openalex.org/I4210147344","https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024730836","display_name":"Tze Ling Jee","orcid":null},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tze Ling Jee","raw_affiliation_strings":["Faculty of Engineering, Universiti Malaysia Sarawak, Sarawak, Malaysia","[Faculty of Engineering, Universiti Malaysia Sarawak, Malaysia]"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universiti Malaysia Sarawak, Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]},{"raw_affiliation_string":"[Faculty of Engineering, Universiti Malaysia Sarawak, Malaysia]","institution_ids":["https://openalex.org/I41461413"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088594549"],"corresponding_institution_ids":["https://openalex.org/I41461413"],"apc_list":null,"apc_paid":null,"fwci":4.4199,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9422558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9973000288009644,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9747999906539917,"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/monotonic-function","display_name":"Monotonic function","score":0.8859213590621948},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5960639715194702},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5838057398796082},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5520414113998413},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5317695736885071},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5270752310752869},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4854472279548645},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.4228639602661133},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39193856716156006},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3895825743675232},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3244991898536682},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.28926604986190796},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.2759042978286743},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.05047014355659485}],"concepts":[{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.8859213590621948},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5960639715194702},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5838057398796082},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5520414113998413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317695736885071},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5270752310752869},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4854472279548645},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.4228639602661133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39193856716156006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3895825743675232},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3244991898536682},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.28926604986190796},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.2759042978286743},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.05047014355659485},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30048733","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1983561707","https://openalex.org/W1987976143","https://openalex.org/W1999956061","https://openalex.org/W2003622848","https://openalex.org/W2023294393","https://openalex.org/W2027173927","https://openalex.org/W2052919249","https://openalex.org/W2093620744","https://openalex.org/W2096201488","https://openalex.org/W2098479962","https://openalex.org/W2103863914","https://openalex.org/W2108913366","https://openalex.org/W2110574362","https://openalex.org/W2126120381","https://openalex.org/W2127982691","https://openalex.org/W2129278786","https://openalex.org/W2140352128","https://openalex.org/W2141085215","https://openalex.org/W2147723222","https://openalex.org/W2165201864","https://openalex.org/W2296570267","https://openalex.org/W3023540311","https://openalex.org/W4235805661"],"related_works":["https://openalex.org/W2077314575","https://openalex.org/W4315701745","https://openalex.org/W1990290471","https://openalex.org/W4380682190","https://openalex.org/W2005710836","https://openalex.org/W2131420021","https://openalex.org/W2140069467","https://openalex.org/W1979038833","https://openalex.org/W2918889792","https://openalex.org/W4214667009"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,8,41],"novel":[4],"approach":[5,53,79,98,125,136],"to":[6,25,56,82,102,106,118],"building":[7,69],"Fuzzy":[9],"Inference":[10],"System":[11],"(FIS)":[12],"that":[13,64,76],"preserves":[14],"the":[15,27,33,36,77,88,96,107,120,123,131,134],"monotonicity":[16,42,109],"property":[17,110],"is":[18,54,80],"proposed.":[19],"A":[20,114],"new":[21],"fuzzy":[22,30],"re-labeling":[23],"technique":[24],"re-label":[26],"consequents":[28],"of":[29,111,116,122,133],"rules":[31],"in":[32,46,60,68,137],"database":[34],"(before":[35],"Similarity":[37],"Reasoning":[38],"process)":[39],"and":[40,92],"index":[43],"for":[44],"use":[45],"FIS":[47,71,84,91,112,140],"modeling":[48],"are":[49,126],"introduced.":[50],"The":[51,128],"proposed":[52,78,97,124,135],"able":[55],"overcome":[57],"several":[58],"restrictions":[59],"our":[61],"previous":[62],"work":[63],"uses":[65],"mathematical":[66],"conditions":[67],"monotonicity-preserving":[70,139],"models.":[72,94,113,141],"Here,":[73],"we":[74],"show":[75],"applicable":[81],"different":[83],"models,":[85],"which":[86],"include":[87],"zero-order":[89],"Sugeno":[90],"Mamdani":[93],"Besides,":[95],"can":[99],"be":[100],"extended":[101],"undertake":[103],"problems":[104],"related":[105],"local":[108],"number":[115],"examples":[117],"demonstrate":[119],"usefulness":[121,132],"presented.":[127],"results":[129],"indicate":[130],"constructing":[138]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}