{"id":"https://openalex.org/W1967291440","doi":"https://doi.org/10.1109/his.2011.6122121","title":"A hybrid-based Modified Adaptive Fuzzy Inference Engine for pattern classification","display_name":"A hybrid-based Modified Adaptive Fuzzy Inference Engine for pattern classification","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W1967291440","doi":"https://doi.org/10.1109/his.2011.6122121","mag":"1967291440"},"language":"en","primary_location":{"id":"doi:10.1109/his.2011.6122121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","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/A5025712916","display_name":"Md Shohel Sayeed","orcid":"https://orcid.org/0000-0002-0052-4870"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"S. Sayeed","raw_affiliation_strings":["Faculty of Information Science and Technology (FIST), Multimedia University, Melaka, Malaysia","Faculty of Information Science and Technology (FIST), Multimedia University, Melaka, Malaysia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology (FIST), Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]},{"raw_affiliation_string":"Faculty of Information Science and Technology (FIST), Multimedia University, Melaka, Malaysia#TAB#","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081436241","display_name":"Anisur Rahman","orcid":"https://orcid.org/0000-0002-8444-7648"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]},{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A. Rahman","raw_affiliation_strings":["Faculty of Engineering and Technology (FET), Multimedia University, Melaka, Malaysia","[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology (FET), Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]},{"raw_affiliation_string":"[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041704835","display_name":"Md. Jakir Hossen","orcid":"https://orcid.org/0000-0002-9978-7987"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]},{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"J. Hossen","raw_affiliation_strings":["Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","Faculty of Engineering & Technology (FET), Multimedia University, Melaka, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Engineering & Technology (FET), Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087113469","display_name":"Khairulmizam Samsudin","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"K. Samsudin","raw_affiliation_strings":["Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050406307","display_name":"Fakhrul Zaman Rokhani","orcid":"https://orcid.org/0000-0001-6449-8184"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"F. Rokhani","raw_affiliation_strings":["Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"[Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia]","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8793,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79121426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"295","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983000159263611,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9890000224113464,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6312600374221802},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6002215147018433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.585395336151123},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5007092952728271},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.49669748544692993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49072587490081787},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.46539437770843506},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.45667219161987305},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45642799139022827},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4556347727775574},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.4389662742614746},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4209236204624176},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4149685502052307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3429470658302307},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26972103118896484},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.26038122177124023},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.1878644824028015}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6312600374221802},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6002215147018433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.585395336151123},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5007092952728271},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.49669748544692993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49072587490081787},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.46539437770843506},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.45667219161987305},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45642799139022827},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4556347727775574},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.4389662742614746},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4209236204624176},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4149685502052307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3429470658302307},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26972103118896484},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.26038122177124023},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.1878644824028015}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/his.2011.6122121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:psasir.upm.edu.my:69010","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W98574696","https://openalex.org/W1484413656","https://openalex.org/W1570834090","https://openalex.org/W1596454368","https://openalex.org/W2007187232","https://openalex.org/W2016576739","https://openalex.org/W2023577742","https://openalex.org/W2026980413","https://openalex.org/W2079325629","https://openalex.org/W2084429251","https://openalex.org/W2084812512","https://openalex.org/W2106683376","https://openalex.org/W2108742134","https://openalex.org/W2113076747","https://openalex.org/W2140190241","https://openalex.org/W2141577822","https://openalex.org/W2142703368","https://openalex.org/W2145747704","https://openalex.org/W2153830759","https://openalex.org/W2165443272","https://openalex.org/W6628750762","https://openalex.org/W6635671638"],"related_works":["https://openalex.org/W2062301117","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W2109378014","https://openalex.org/W43632131","https://openalex.org/W2389580267","https://openalex.org/W2062917877","https://openalex.org/W1483244060","https://openalex.org/W4387656275","https://openalex.org/W1980652001"],"abstract_inverted_index":{"The":[0,16,79,106,127],"Neuro-Fuzzy":[1],"hybridization":[2],"scheme":[3],"has":[4],"become":[5],"of":[6,43,64,104,116,129,139],"research":[7],"interest":[8],"in":[9],"pattern":[10,29,140],"classification":[11,141],"over":[12],"the":[13,61,70,88,114,130],"past":[14],"decade.":[15],"present":[17],"paper":[18],"proposes":[19],"a":[20,40,92,101],"hybrid":[21,71,108],"Modified":[22],"Adaptive":[23],"Fuzzy":[24],"Inference":[25],"Engine":[26],"(MAFIE)":[27],"for":[28],"classification.":[30],"A":[31,52],"modified":[32],"Apriori":[33,75],"algorithm":[34,76,96],"technique":[35],"is":[36,58,85,110,133],"utilized":[37],"to":[38,112,150],"reduce":[39,113],"minimal":[41,102],"set":[42,103,147],"decision":[44],"rules":[45,68,117],"based":[46],"on":[47],"input":[48,123],"output":[49],"data":[50,146],"set.":[51],"TSK":[53],"type":[54],"fuzzy":[55,72,82],"inference":[56,83],"system":[57],"constructed":[59],"by":[60,69,87],"automatic":[62],"generation":[63],"membership":[65],"functions":[66],"and":[67,74,91,148],"clustering":[73],"technique,":[77],"respectively.":[78],"generated":[80],"adaptive":[81],"engine":[84],"adjusted":[86],"least-squares":[89],"fit":[90],"conjugate":[93],"gradient":[94],"descent":[95],"towards":[97],"better":[98],"performance":[99,128],"with":[100,135],"rules.":[105],"proposed":[107,131],"MAFIE":[109,132],"able":[111],"number":[115],"which":[118],"increases":[119],"exponentially":[120],"when":[121],"more":[122],"variables":[124],"are":[125],"involved.":[126],"compared":[134],"other":[136],"existing":[137],"applications":[138],"schemes":[142],"using":[143],"Fisher's":[144],"Iris":[145],"shown":[149],"be":[151],"very":[152],"competitive.":[153]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}