{"id":"https://openalex.org/W2097965255","doi":"https://doi.org/10.1109/fuzzy.2006.1681956","title":"An Approach to Improve the Interpretability of Neuro-Fuzzy Systems","display_name":"An Approach to Improve the Interpretability of Neuro-Fuzzy Systems","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2097965255","doi":"https://doi.org/10.1109/fuzzy.2006.1681956","mag":"2097965255"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2006.1681956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 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/A5018057176","display_name":"Tito G. Amaral","orcid":"https://orcid.org/0000-0001-6094-3068"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]},{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I4210102653","display_name":"Instituto Politecnico de Setubal","ror":"https://ror.org/01bvjz807","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210102653"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"T.G. Amaral","raw_affiliation_strings":["Institute of Systems and Robotics, University of Coimbra, Coimbra, PORTUGAL","Polytech. Inst. of Setubal, Setubal"],"affiliations":[{"raw_affiliation_string":"Institute of Systems and Robotics, University of Coimbra, Coimbra, PORTUGAL","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I76903346"]},{"raw_affiliation_string":"Polytech. Inst. of Setubal, Setubal","institution_ids":["https://openalex.org/I4210102653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018656888","display_name":"Manuel Cris\u00f3stomo","orcid":"https://orcid.org/0000-0002-3240-7564"},"institutions":[{"id":"https://openalex.org/I4210102653","display_name":"Instituto Politecnico de Setubal","ror":"https://ror.org/01bvjz807","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210102653"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M.M. Crisostomo","raw_affiliation_strings":["Superior School of Technology of Set\u00fabal of the Polytechnic Institute of Setithal, Set\u00fabal, PORTUGAL"],"affiliations":[{"raw_affiliation_string":"Superior School of Technology of Set\u00fabal of the Polytechnic Institute of Setithal, Set\u00fabal, PORTUGAL","institution_ids":["https://openalex.org/I4210102653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018057176"],"corresponding_institution_ids":["https://openalex.org/I4210102653","https://openalex.org/I4210125590","https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":2.2591,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89097503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"23","issue":null,"first_page":"1843","last_page":"1850"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9574120044708252},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.6214868426322937},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6080573201179504},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5757629871368408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5652124881744385},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5528664588928223},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5498374700546265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5010554790496826},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.46960127353668213},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43726563453674316},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4211653769016266},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4165632128715515},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.4126729965209961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32306718826293945},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2838071882724762}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9574120044708252},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.6214868426322937},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6080573201179504},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5757629871368408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5652124881744385},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5528664588928223},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5498374700546265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5010554790496826},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.46960127353668213},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43726563453674316},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4211653769016266},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4165632128715515},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.4126729965209961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32306718826293945},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2838071882724762},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2006.1681956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1604845125","https://openalex.org/W1779707633","https://openalex.org/W1992176519","https://openalex.org/W2009881974","https://openalex.org/W2019207321","https://openalex.org/W2034529783","https://openalex.org/W2072858690","https://openalex.org/W2079325629","https://openalex.org/W2096354412","https://openalex.org/W2104972717","https://openalex.org/W2147684166","https://openalex.org/W2149723649","https://openalex.org/W2543260040","https://openalex.org/W3146863510","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W2357953609","https://openalex.org/W2367175432","https://openalex.org/W2374727787","https://openalex.org/W4285210389"],"abstract_inverted_index":{"In":[0,70],"this":[1],"paper":[2],"it":[3],"is":[4,18,50,75,86],"presented":[5],"an":[6,51],"approach":[7,74],"to":[8,53],"improve":[9],"the":[10,21,24,28,42,46,65,72,78,96,104,107,110],"interpretability":[11,102],"of":[12,23,27,82,101,103,109],"a":[13,83],"neuro-fuzzy":[14,38,57,80],"system.":[15],"This":[16,59],"improvement":[17],"achieved":[19],"through":[20],"modification":[22],"Sugeno":[25],"form":[26],"consequent":[29],"polynomials":[30],"into":[31],"corresponding":[32,79],"triangular":[33],"membership":[34],"functions.":[35],"The":[36,99],"resulting":[37],"inference":[39],"system":[40],"has":[41,61],"same":[43],"performance":[44],"as":[45,95],"initial":[47],"one":[48],"and":[49,67],"extension":[52],"our":[54],"already":[55],"published":[56],"architecture.":[58],"architecture":[60],"been":[62],"used":[63,94],"in":[64],"classification":[66],"control":[68],"applications.":[69],"simulation,":[71],"proposed":[73,111],"applied":[76],"after":[77],"model":[81,92],"non-linear":[84,97],"function":[85],"obtained.":[87],"A":[88],"helicopter":[89],"motion":[90],"controller":[91,105],"was":[93],"function.":[98],"increase":[100],"shows":[106],"effectiveness":[108],"approach.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}