{"id":"https://openalex.org/W2895337901","doi":"https://doi.org/10.1109/dsmp.2018.8478517","title":"Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach","display_name":"Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2895337901","doi":"https://doi.org/10.1109/dsmp.2018.8478517","mag":"2895337901"},"language":"en","primary_location":{"id":"doi:10.1109/dsmp.2018.8478517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsmp.2018.8478517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)","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/A5065498819","display_name":"Anastasiia Deineko","orcid":"https://orcid.org/0000-0002-3279-3135"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Anastasiia O. Deineko","raw_affiliation_strings":["Artificial Intelligence Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068109672","display_name":"Polina Zhernova","orcid":"https://orcid.org/0000-0002-2154-4766"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Polina Ye. Zhernova","raw_affiliation_strings":["System Engineering Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"System Engineering Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071354729","display_name":"Boris Gordon","orcid":null},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Boris Gordon","raw_affiliation_strings":["Computer Systems Department, Tallinn University of Technology, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Computer Systems Department, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072538127","display_name":"Oleksandr O. Zayika","orcid":null},"institutions":[{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]},{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr O. Zayika","raw_affiliation_strings":["Artificial Intelligence Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Department, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089531646","display_name":"Iryna Pliss","orcid":"https://orcid.org/0000-0001-7918-7362"},"institutions":[{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]},{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Pliss","raw_affiliation_strings":["Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032169050","display_name":"Nelya Pabyrivska","orcid":"https://orcid.org/0000-0003-4631-0189"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nelya Pabyrivska","raw_affiliation_strings":["Department of Mathematics, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065498819"],"corresponding_institution_ids":["https://openalex.org/I107158390","https://openalex.org/I8765205"],"apc_list":null,"apc_paid":null,"fwci":0.5071,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74491515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"171","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9807000160217285,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9807000160217285,"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":0.9700000286102295,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.965399980545044,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8087747097015381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7791367769241333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.692066490650177},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6790118217468262},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6693283319473267},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.6651151180267334},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5446010828018188},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5031029582023621},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4520360231399536},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44775786995887756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39354708790779114},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.3397623896598816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3274651765823364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1517367660999298},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11770901083946228}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8087747097015381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791367769241333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.692066490650177},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6790118217468262},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6693283319473267},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.6651151180267334},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5446010828018188},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5031029582023621},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4520360231399536},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44775786995887756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39354708790779114},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.3397623896598816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3274651765823364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1517367660999298},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11770901083946228},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsmp.2018.8478517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsmp.2018.8478517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)","raw_type":"proceedings-article"},{"id":"pmh:oai:ena.lp.edu.ua:ntb/52484","is_oa":false,"landing_page_url":"http://ena.lp.edu.ua:8080/handle/ntb/52484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400131","display_name":"Electronic Scientific Archive (Lviv Polytechnic)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98435010","host_organization_name":"Lviv Polytechnic National University","host_organization_lineage":["https://openalex.org/I98435010"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Abstract"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W42564530","https://openalex.org/W1508853606","https://openalex.org/W1664695950","https://openalex.org/W1679913846","https://openalex.org/W1757980361","https://openalex.org/W1921457292","https://openalex.org/W1967639437","https://openalex.org/W1999176848","https://openalex.org/W2002041442","https://openalex.org/W2094510831","https://openalex.org/W2113076747","https://openalex.org/W2481995907","https://openalex.org/W2529709459","https://openalex.org/W2592104155","https://openalex.org/W2603137807","https://openalex.org/W2780846187","https://openalex.org/W2966207845","https://openalex.org/W2971503667","https://openalex.org/W3203117653","https://openalex.org/W4213332169","https://openalex.org/W4253234135","https://openalex.org/W4285719527","https://openalex.org/W6601763199","https://openalex.org/W6767439027","https://openalex.org/W6802304597"],"related_works":["https://openalex.org/W3071522575","https://openalex.org/W2117838073","https://openalex.org/W2892323093","https://openalex.org/W4391129756","https://openalex.org/W2556490192","https://openalex.org/W2522231769","https://openalex.org/W2143402976","https://openalex.org/W3140018618","https://openalex.org/W2361242132","https://openalex.org/W2353443653"],"abstract_inverted_index":{"In":[0],"the":[1,3,14,24,32,47],"paper":[2],"online":[4,68],"fuzzy":[5],"clustering":[6,29],"recurrent":[7],"procedure":[8],"has":[9],"been":[10],"introduced":[11],"that":[12],"allows":[13],"forming":[15],"of":[16,23,34,37,50],"hyperellipsoidal":[17],"clusters":[18],"with":[19],"an":[20],"arbitrary":[21],"orientation":[22],"axes":[25],"is":[26,31,41,62],"proposed.":[27],"Such":[28],"system":[30],"generalization":[33],"a":[35],"number":[36],"known":[38],"algorithms,":[39],"it":[40],"intended":[42],"to":[43,65],"solve":[44],"tasks":[45],"within":[46],"general":[48],"problems":[49],"Data":[51,57],"Stream":[52],"Mining":[53,58],"(DSM)":[54],"and":[55],"Dynamic":[56],"(DDM),":[59],"when":[60],"information":[61],"sequentially":[63],"fed":[64],"processing":[66],"in":[67],"mode.":[69]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}