{"id":"https://openalex.org/W2064403170","doi":"https://doi.org/10.1109/ijcnn.2014.6889857","title":"The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features","display_name":"The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2064403170","doi":"https://doi.org/10.1109/ijcnn.2014.6889857","mag":"2064403170"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2014.6889857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","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/A5080246635","display_name":"Robert Nowicki","orcid":"https://orcid.org/0000-0003-2865-2863"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Robert K. Nowicki","raw_affiliation_strings":["Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]},{"raw_affiliation_string":"Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103191019","display_name":"Bartosz A. Nowak","orcid":"https://orcid.org/0000-0002-2577-4470"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bartosz A. Nowak","raw_affiliation_strings":["Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]},{"raw_affiliation_string":"Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049983960","display_name":"Janusz T. Starczewski","orcid":"https://orcid.org/0000-0003-4694-7868"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Janusz T. Starczewski","raw_affiliation_strings":["Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]},{"raw_affiliation_string":"Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068907804","display_name":"Krzysztof Cpa\u0142ka","orcid":"https://orcid.org/0000-0001-9761-118X"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Cpalka","raw_affiliation_strings":["Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Comput. Intell., Czestochowa Univ. of Technol., Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.57,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89677996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"20","issue":null,"first_page":"3759","last_page":"3766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9915000200271606,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9803000092506409,"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/computer-science","display_name":"Computer science","score":0.6647694110870361},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6463693380355835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6276423335075378},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5901170969009399},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5513758063316345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5484089851379395},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.516112208366394},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.47139790654182434},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.441917359828949},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.43944358825683594},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.4282231330871582},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3897651731967926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647694110870361},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6463693380355835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6276423335075378},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5901170969009399},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5513758063316345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5484089851379395},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.516112208366394},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.47139790654182434},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.441917359828949},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.43944358825683594},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.4282231330871582},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3897651731967926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2014.6889857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W154928050","https://openalex.org/W164245990","https://openalex.org/W196264131","https://openalex.org/W384908118","https://openalex.org/W567674058","https://openalex.org/W858848340","https://openalex.org/W1484754041","https://openalex.org/W1557923305","https://openalex.org/W1559603514","https://openalex.org/W1853137279","https://openalex.org/W1905896873","https://openalex.org/W1969981860","https://openalex.org/W1983658296","https://openalex.org/W1989128746","https://openalex.org/W1997695673","https://openalex.org/W1998918800","https://openalex.org/W2002680690","https://openalex.org/W2027654459","https://openalex.org/W2036872905","https://openalex.org/W2096580333","https://openalex.org/W2097798423","https://openalex.org/W2105234323","https://openalex.org/W2114383673","https://openalex.org/W2131865406","https://openalex.org/W2132439359","https://openalex.org/W2138970168","https://openalex.org/W2139672496","https://openalex.org/W2140542189","https://openalex.org/W2155957617","https://openalex.org/W2169018732","https://openalex.org/W2170840514","https://openalex.org/W2344717046","https://openalex.org/W4211007335","https://openalex.org/W4233751862","https://openalex.org/W4239875977","https://openalex.org/W4244219341","https://openalex.org/W4248958492","https://openalex.org/W4255833381","https://openalex.org/W4301347335","https://openalex.org/W6623735124","https://openalex.org/W6680285617","https://openalex.org/W6704599257","https://openalex.org/W7010102426"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2978519593","https://openalex.org/W2102746356","https://openalex.org/W4390066334","https://openalex.org/W2096751418","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"The":[0,69],"architecture":[1],"of":[2,23,40,57,71],"neuro-fuzzy":[3],"systems":[4,25,48],"with":[5,15,38],"fuzzy":[6],"rough":[7],"sets":[8],"originally":[9],"has":[10,74],"been":[11,61,75,84],"developed":[12],"to":[13,26,46,86],"process":[14],"imprecise":[16],"data.":[17],"In":[18],"this":[19,87],"paper,":[20],"the":[21,27,34,65],"adaptation":[22],"those":[24],"missing":[28],"features":[29],"case":[30],"is":[31],"presented.":[32],"However,":[33],"main":[35],"considerations":[36],"concern":[37],"methods":[39,53,73],"learning":[41,67],"which":[42,81],"could":[43],"be":[44],"applied":[45],"such":[47],"for":[49,54],"approximation":[50],"tasks.":[51],"Various":[52],"determining":[55],"values":[56],"system":[58],"parameters":[59],"have":[60,83],"considered,":[62],"in":[63],"particular":[64],"gradient":[66],"method.":[68],"effectiveness":[70],"proposed":[72],"confirmed":[76],"by":[77],"many":[78],"simulation":[79],"experiments,":[80],"results":[82],"supplied":[85],"paper.":[88]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}