{"id":"https://openalex.org/W4408189029","doi":"https://doi.org/10.3390/axioms14030196","title":"An Approach to Generating Fuzzy Rules for a Fuzzy Controller Based on the Decision Tree Interpretation","display_name":"An Approach to Generating Fuzzy Rules for a Fuzzy Controller Based on the Decision Tree Interpretation","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4408189029","doi":"https://doi.org/10.3390/axioms14030196"},"language":"en","primary_location":{"id":"doi:10.3390/axioms14030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms14030196","pdf_url":"https://www.mdpi.com/2075-1680/14/3/196/pdf?version=1741259942","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/14/3/196/pdf?version=1741259942","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043135516","display_name":"Anton Romanov","orcid":"https://orcid.org/0000-0001-5275-7628"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anton A. Romanov","raw_affiliation_strings":["Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia"],"raw_orcid":"https://orcid.org/0000-0001-5275-7628","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014874327","display_name":"Aleksey Filippov","orcid":"https://orcid.org/0000-0003-0008-5035"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksey A. Filippov","raw_affiliation_strings":["Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia"],"raw_orcid":"https://orcid.org/0000-0003-0008-5035","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023059609","display_name":"Nadezhda Yarushkina","orcid":"https://orcid.org/0000-0002-5718-8732"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nadezhda G. Yarushkina","raw_affiliation_strings":["Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia"],"raw_orcid":"https://orcid.org/0000-0002-5718-8732","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Ulyanovsk State Technical University, 32 Severny Venetz Street, 432027 Ulyanovsk, Russia","institution_ids":["https://openalex.org/I90329211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90329211"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":9.772,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97650952,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"196","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9980000257492065,"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":0.9980000257492065,"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":0.986299991607666,"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"}},{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.6850365400314331},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.620223879814148},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5760627388954163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5291514992713928},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.49555647373199463},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.46124759316444397},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.44135743379592896},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4226503074169159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4192427098751068},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4168815016746521},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3912171721458435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3609904646873474},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.32666629552841187},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.27193504571914673},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.057821303606033325}],"concepts":[{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.6850365400314331},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.620223879814148},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5760627388954163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5291514992713928},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.49555647373199463},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.46124759316444397},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.44135743379592896},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4226503074169159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4192427098751068},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4168815016746521},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3912171721458435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3609904646873474},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.32666629552841187},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.27193504571914673},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.057821303606033325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/axioms14030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms14030196","pdf_url":"https://www.mdpi.com/2075-1680/14/3/196/pdf?version=1741259942","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9984069fd5474d67b83824a44e443eaa","is_oa":true,"landing_page_url":"https://doaj.org/article/9984069fd5474d67b83824a44e443eaa","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":"Axioms, Vol 14, Iss 3, p 196 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/axioms14030196","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms14030196","pdf_url":"https://www.mdpi.com/2075-1680/14/3/196/pdf?version=1741259942","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408189029.pdf"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1947320420","https://openalex.org/W1970104171","https://openalex.org/W1985375631","https://openalex.org/W2093768254","https://openalex.org/W2108742134","https://openalex.org/W2151863350","https://openalex.org/W2462011132","https://openalex.org/W2469672143","https://openalex.org/W2487770199","https://openalex.org/W2621908382","https://openalex.org/W2767961055","https://openalex.org/W2767961350","https://openalex.org/W2782259231","https://openalex.org/W2794378956","https://openalex.org/W2796095619","https://openalex.org/W2896884755","https://openalex.org/W2909962776","https://openalex.org/W2914172002","https://openalex.org/W2945950309","https://openalex.org/W2952760280","https://openalex.org/W2957130030","https://openalex.org/W2961060195","https://openalex.org/W2964337638","https://openalex.org/W2965049034","https://openalex.org/W2965596109","https://openalex.org/W2967930848","https://openalex.org/W2973593862","https://openalex.org/W2978001983","https://openalex.org/W2996085259","https://openalex.org/W2999710741","https://openalex.org/W3005416549","https://openalex.org/W3005902394","https://openalex.org/W3008245761","https://openalex.org/W3013697446","https://openalex.org/W3014057276","https://openalex.org/W3034028499","https://openalex.org/W3037141385","https://openalex.org/W3045967135","https://openalex.org/W3048090341","https://openalex.org/W3048621909","https://openalex.org/W3081618310","https://openalex.org/W3082661078","https://openalex.org/W3086318900","https://openalex.org/W3094122878","https://openalex.org/W3105879711","https://openalex.org/W3112987887","https://openalex.org/W3119225910","https://openalex.org/W3134328386","https://openalex.org/W3156926985","https://openalex.org/W3157746199","https://openalex.org/W3161242712","https://openalex.org/W3174872377","https://openalex.org/W3176718076","https://openalex.org/W3184972185","https://openalex.org/W3192311699","https://openalex.org/W3198514297","https://openalex.org/W3204657871","https://openalex.org/W3206937244","https://openalex.org/W3215071854","https://openalex.org/W4200065327","https://openalex.org/W4210800464","https://openalex.org/W4230846333","https://openalex.org/W4237236578","https://openalex.org/W4245152641","https://openalex.org/W4283386136","https://openalex.org/W4293354304","https://openalex.org/W4297399750","https://openalex.org/W4312214845","https://openalex.org/W4319754215","https://openalex.org/W4378233791","https://openalex.org/W4404895993","https://openalex.org/W4406104491","https://openalex.org/W6718628057","https://openalex.org/W6773988504","https://openalex.org/W6787302984","https://openalex.org/W6797940192"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4388451300","https://openalex.org/W2060361571","https://openalex.org/W1975005191","https://openalex.org/W3176863924","https://openalex.org/W4361984403","https://openalex.org/W1485268022","https://openalex.org/W2382615100","https://openalex.org/W2331106272","https://openalex.org/W2182392910"],"abstract_inverted_index":{"This":[0,86],"article":[1,87],"describes":[2],"solutions":[3],"to":[4,83],"control":[5,76],"problems":[6],"using":[7,152],"fuzzy":[8,56,60,96,117,121],"logic,":[9],"which":[10],"facilitates":[11],"the":[12,26,52,72,75,99,111,137,147,153,163,172,178,181,188,195,198],"development":[13],"of":[14,29,48,74,91,95,101,113,116,136,155,180,197],"decision":[15,66,103,174],"support":[16],"systems":[17,82,123],"across":[18],"various":[19],"fields.":[20],"However,":[21],"addressing":[22],"this":[23,49,191],"task":[24],"through":[25,98],"manual":[27],"creation":[28,112],"rules":[30,57,97,118],"in":[31,78],"specific":[32],"fields":[33],"necessitates":[34],"significant":[35],"expert":[36],"knowledge.":[37],"Machine":[38],"learning":[39,144],"methods":[40],"can":[41],"identify":[42],"hidden":[43],"patterns.":[44],"A":[45],"key":[46],"novelty":[47],"approach":[50],"is":[51],"algorithm":[53,70,108],"for":[54,58,110,119,134],"generating":[55,92],"a":[59,65,93,102,114],"controller,":[61],"derived":[62],"from":[63],"interpreting":[64],"tree.":[67],"The":[68,106,142,158],"proposed":[69,107],"allows":[71,109],"quality":[73,179],"actions":[77],"organizational":[79],"and":[80,130,139,146],"technical":[81],"be":[84,184],"enhanced.":[85],"presents":[88],"an":[89],"example":[90],"set":[94,115],"analysis":[100],"tree":[104,175],"model.":[105,176],"constructing":[120],"rule-based":[122],"(FRBSs).":[124],"Additionally,":[125],"it":[126],"autogenerates":[127],"membership":[128,189],"functions":[129],"linguistic":[131],"term":[132],"labels":[133],"all":[135],"input":[138],"output":[140],"parameters.":[141],"machine":[143],"model":[145],"FRBS":[148,165,182],"obtained":[149],"were":[150],"assessed":[151],"coefficient":[154],"determination":[156],"(R2).":[157],"experimental":[159],"results":[160],"demonstrated":[161],"that":[162],"constructed":[164],"performed":[166],"on":[167],"average":[168],"2%":[169],"worse":[170],"than":[171],"original":[173],"While":[177],"could":[183],"enhanced":[185],"by":[186],"optimizing":[187],"functions,":[190],"topic":[192],"falls":[193],"outside":[194],"scope":[196],"current":[199],"article.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
