{"id":"https://openalex.org/W2040830436","doi":"https://doi.org/10.2478/v10143-011-0042-1","title":"Matrix Neuro-Fuzzy Self-Organizing Clustering Network","display_name":"Matrix Neuro-Fuzzy Self-Organizing Clustering Network","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2040830436","doi":"https://doi.org/10.2478/v10143-011-0042-1","mag":"2040830436"},"language":"en","primary_location":{"id":"doi:10.2478/v10143-011-0042-1","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10143-011-0042-1","pdf_url":null,"source":{"id":"https://openalex.org/S40503316","display_name":"Scientific Journal of Riga Technical University Computer Sciences","issn_l":"1407-7493","issn":["1407-7493","2255-8918"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Riga Technical University. Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.2478/v10143-011-0042-1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059642629","display_name":"Yevgeniy Bodyanskiy","orcid":"https://orcid.org/0000-0001-5418-2143"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yevgeniy Bodyanskiy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017645356","display_name":"Valentyna Volkova","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentyna Volkova","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050750617","display_name":"Mark Skuratov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark Skuratov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.17534035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"45","issue":"1","first_page":"54","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9926000237464905,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9894999861717224,"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/T10057","display_name":"Face and Expression Recognition","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/self-organizing-map","display_name":"Self-organizing map","score":0.7537535429000854},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5894638895988464},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5890830159187317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5864046812057495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5789808630943298},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5666258931159973},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4592800438404083},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4561937749385834},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4474400281906128},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4379509687423706},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4244385361671448},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42241227626800537},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25597089529037476},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23523291945457458}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.7537535429000854},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5894638895988464},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5890830159187317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5864046812057495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5789808630943298},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5666258931159973},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4592800438404083},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4561937749385834},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4474400281906128},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4379509687423706},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4244385361671448},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42241227626800537},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25597089529037476},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23523291945457458},{"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/v10143-011-0042-1","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10143-011-0042-1","pdf_url":null,"source":{"id":"https://openalex.org/S40503316","display_name":"Scientific Journal of Riga Technical University Computer Sciences","issn_l":"1407-7493","issn":["1407-7493","2255-8918"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Riga Technical University. Computer Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/v10143-011-0042-1","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10143-011-0042-1","pdf_url":null,"source":{"id":"https://openalex.org/S40503316","display_name":"Scientific Journal of Riga Technical University Computer Sciences","issn_l":"1407-7493","issn":["1407-7493","2255-8918"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Riga Technical University. Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W42564530","https://openalex.org/W1480376833","https://openalex.org/W1487225338","https://openalex.org/W1488422207","https://openalex.org/W1609536578","https://openalex.org/W1679913846","https://openalex.org/W1963972548","https://openalex.org/W1984514442","https://openalex.org/W1995579838","https://openalex.org/W2002041442","https://openalex.org/W2006628538","https://openalex.org/W2018033898","https://openalex.org/W2113076747","https://openalex.org/W2124776405","https://openalex.org/W2135067230","https://openalex.org/W2137295153","https://openalex.org/W2139704022","https://openalex.org/W4213332169","https://openalex.org/W6680143221"],"related_works":["https://openalex.org/W2126139300","https://openalex.org/W1905011107","https://openalex.org/W2137873534","https://openalex.org/W1884786007","https://openalex.org/W2784086779","https://openalex.org/W2465801081","https://openalex.org/W2036813961","https://openalex.org/W2388932177","https://openalex.org/W2125540154","https://openalex.org/W2361151334"],"abstract_inverted_index":{"Matrix":[0],"Neuro-Fuzzy":[1],"Self-Organizing":[2],"Clustering":[3],"Network":[4],"In":[5],"this":[6],"article":[7,25],"the":[8,19,27,38,51,57,90,110],"problem":[9],"of":[10,92],"clustering":[11],"massive":[12],"data":[13,64,103],"sets,":[14],"which":[15],"are":[16,107],"represented":[17],"in":[18,68,109],"matrix":[20],"form,":[21],"is":[22,72,89],"considered.":[23],"The":[24,59],"represents":[26],"2-D":[28],"self-organizing":[29],"Kohonen":[30,98],"map":[31],"and":[32,41,47,55,96,100],"its":[33],"self-learning":[34],"algorithms":[35],"based":[36],"on":[37],"winner-take-all":[39],"(WTA)":[40],"winner-take-more":[42],"(WTM)":[43],"rules":[44],"with":[45,65],"Gaussian":[46],"Epanechnikov":[48],"functions":[49],"as":[50,105],"fuzzy":[52,60],"membership":[53,79],"functions,":[54],"without":[56],"winner.":[58],"inference":[61],"for":[62,81,102],"processing":[63,104],"overlapping":[66],"classes":[67],"a":[69,93],"neural":[70],"network":[71,88,99],"introduced.":[73],"It":[74],"allows":[75,101],"one":[76],"to":[77,84],"estimate":[78],"levels":[80],"every":[82,85],"sample":[83],"class.":[86],"This":[87],"generalization":[91],"vector":[94],"neuro-":[95],"neuro-fuzzy":[97],"they":[106],"fed":[108],"on-line":[111],"mode.":[112]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}