{"id":"https://openalex.org/W1969981860","doi":"https://doi.org/10.2478/v10006-012-0035-4","title":"Neuro-rough-fuzzy approach for regression modelling from missing data","display_name":"Neuro-rough-fuzzy approach for regression modelling from missing data","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1969981860","doi":"https://doi.org/10.2478/v10006-012-0035-4","mag":"1969981860"},"language":"en","primary_location":{"id":"doi:10.2478/v10006-012-0035-4","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-012-0035-4","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-012-0035-4","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sciendo.com/pdf/10.2478/v10006-012-0035-4","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083277191","display_name":"Krzysztof Simi\u0144ski","orcid":"https://orcid.org/0000-0002-6118-606X"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Simi\u0144ski","raw_affiliation_strings":["Institute of Informatics Silesian University of Technology, ul. Akademicka 16, 44-100 Gliwice , Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics Silesian University of Technology, ul. Akademicka 16, 44-100 Gliwice , Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083277191"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":{"value":4080,"currency":"PLN","value_usd":1100},"apc_paid":{"value":4080,"currency":"PLN","value_usd":1100},"fwci":2.7647,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90049563,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"2","first_page":"461","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.996399998664856,"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":0.996399998664856,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9902999997138977,"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/missing-data","display_name":"Missing data","score":0.8818715810775757},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7264043688774109},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6418997049331665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5901620388031006},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5322812795639038},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4745762348175049},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43178844451904297},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.4238334000110626},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.42317143082618713},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4000004529953003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38589638471603394}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8818715810775757},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7264043688774109},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6418997049331665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5901620388031006},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5322812795639038},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4745762348175049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43178844451904297},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.4238334000110626},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.42317143082618713},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4000004529953003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38589638471603394}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2478/v10006-012-0035-4","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-012-0035-4","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-012-0035-4","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.390.5139","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.390.5139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://matwbn.icm.edu.pl/ksiazki/amc/amc22/amc22218.pdf","raw_type":"text"},{"id":"pmh:oai:zbc.uz.zgora.pl:46995","is_oa":false,"landing_page_url":"https://zbc.uz.zgora.pl/dlibra/docmetadata?showContent=true&id=46995","pdf_url":null,"source":{"id":"https://openalex.org/S4306400400","display_name":"Digital library of Zielona Gora (University of Zielona G\u00f3ra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I46305939","host_organization_name":"University of Zielona G\u00f3ra","host_organization_lineage":["https://openalex.org/I46305939"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.amcs.uz.zgora.pl/?action=paper&paper=626","raw_type":"artyku\u0142"}],"best_oa_location":{"id":"doi:10.2478/v10006-012-0035-4","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-012-0035-4","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-012-0035-4","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G5374134968","display_name":null,"funder_award_id":"European Social Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G850548621","display_name":null,"funder_award_id":"UDA-POKL.04.01.01-00-106/09","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1969981860.pdf","grobid_xml":"https://content.openalex.org/works/W1969981860.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W584018385","https://openalex.org/W1504606236","https://openalex.org/W1511044732","https://openalex.org/W1554687443","https://openalex.org/W1575049269","https://openalex.org/W1580642020","https://openalex.org/W1598553907","https://openalex.org/W1839587738","https://openalex.org/W1841820628","https://openalex.org/W1866403196","https://openalex.org/W1971356345","https://openalex.org/W1990368529","https://openalex.org/W1992176519","https://openalex.org/W2020675588","https://openalex.org/W2027654459","https://openalex.org/W2032659273","https://openalex.org/W2046738003","https://openalex.org/W2049633694","https://openalex.org/W2061933243","https://openalex.org/W2074354966","https://openalex.org/W2079325629","https://openalex.org/W2087940330","https://openalex.org/W2096863518","https://openalex.org/W2100714230","https://openalex.org/W2102720558","https://openalex.org/W2116706620","https://openalex.org/W2117100923","https://openalex.org/W2118502261","https://openalex.org/W2132193998","https://openalex.org/W2132439359","https://openalex.org/W2138036661","https://openalex.org/W2138849398","https://openalex.org/W2151092853","https://openalex.org/W2155957617","https://openalex.org/W2159798994","https://openalex.org/W2170840514","https://openalex.org/W2313953460","https://openalex.org/W4248958492","https://openalex.org/W4249749961","https://openalex.org/W4292483811","https://openalex.org/W6630182475","https://openalex.org/W6630581965","https://openalex.org/W6633188799","https://openalex.org/W6634380980"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2107349454","https://openalex.org/W4380150146","https://openalex.org/W2382278777","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W3207109968","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"Neuro-rough-fuzzy":[0],"approach":[1],"for":[2,33,70],"regression":[3],"modelling":[4],"from":[5,14,54],"missing":[6,15,37,61,73],"data":[7,10,34,56,74],"Real":[8],"life":[9],"sets":[11,35],"often":[12,22],"suffer":[13],"data.":[16],"The":[17,27,39,47,76,84],"neuro-rough-fuzzy":[18],"systems":[19],"proposed":[20,40],"hitherto":[21],"cannot":[23],"handle":[24],"such":[25],"situations.":[26],"paper":[28,77,85],"presents":[29],"a":[30,43,50],"neuro-fuzzy":[31,45],"system":[32,48],"with":[36,60],"values.":[38],"solution":[41],"is":[42,64,86],"complete":[44],"system.":[46],"creates":[49],"rough":[51],"fuzzy":[52],"model":[53],"presented":[55],"(both":[57],"full":[58,71],"and":[59,63,72],"values)":[62],"able":[65],"to":[66],"elaborate":[67],"the":[68,80],"answer":[69],"examples.":[75],"also":[78],"describes":[79],"dedicated":[81],"clustering":[82],"algorithm.":[83],"accompanied":[87],"by":[88],"results":[89],"of":[90],"numerical":[91],"experiments.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}