{"id":"https://openalex.org/W2741108164","doi":"https://doi.org/10.5220/0006417104490458","title":"Initialization of Recursive Mixture-based Clustering with Uniform Components","display_name":"Initialization of Recursive Mixture-based Clustering with Uniform Components","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741108164","doi":"https://doi.org/10.5220/0006417104490458","mag":"2741108164"},"language":"en","primary_location":{"id":"doi:10.5220/0006417104490458","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006417104490458","pdf_url":null,"source":null,"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":"Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006417104490458","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112305458","display_name":"Evgenia Suzdaleva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119419","display_name":"Czech Academy of Sciences, Institute of Information Theory and Automation","ror":"https://ror.org/03h1hsz49","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210119419"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Evgenia Suzdaleva","raw_affiliation_strings":["The Institute of Information Theory and Automation of the Czech Academy of Sciences, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Information Theory and Automation of the Czech Academy of Sciences, Czech Republic","institution_ids":["https://openalex.org/I4210119419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052854984","display_name":"Iv\u00e1n Nagy","orcid":"https://orcid.org/0000-0002-7847-1932"},"institutions":[{"id":"https://openalex.org/I4210119419","display_name":"Czech Academy of Sciences, Institute of Information Theory and Automation","ror":"https://ror.org/03h1hsz49","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210119419"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ivan Nagy","raw_affiliation_strings":["The Institute of Information Theory and Automation of the Czech Academy of Sciences, Faculty of Transportation Sciences and Czech Technical University, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Information Theory and Automation of the Czech Academy of Sciences, Faculty of Transportation Sciences and Czech Technical University, Czech Republic","institution_ids":["https://openalex.org/I4210119419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049209624","display_name":"Pavla Pecherkov\u00e1","orcid":"https://orcid.org/0000-0002-5593-886X"},"institutions":[{"id":"https://openalex.org/I4210119419","display_name":"Czech Academy of Sciences, Institute of Information Theory and Automation","ror":"https://ror.org/03h1hsz49","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210119419"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavla Pecherkov\u00e1","raw_affiliation_strings":["The Institute of Information Theory and Automation of the Czech Academy of Sciences, Faculty of Transportation Sciences and Czech Technical University, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Information Theory and Automation of the Czech Academy of Sciences, Faculty of Transportation Sciences and Czech Technical University, Czech Republic","institution_ids":["https://openalex.org/I4210119419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014807019","display_name":"Raissa Likhonina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119419","display_name":"Czech Academy of Sciences, Institute of Information Theory and Automation","ror":"https://ror.org/03h1hsz49","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210119419"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Raissa Likhonina","raw_affiliation_strings":["The Institute of Information Theory and Automation of the Czech Academy of Sciences, Czech Republic"],"affiliations":[{"raw_affiliation_string":"The Institute of Information Theory and Automation of the Czech Academy of Sciences, Czech Republic","institution_ids":["https://openalex.org/I4210119419"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112305458"],"corresponding_institution_ids":["https://openalex.org/I4210119419"],"apc_list":null,"apc_paid":null,"fwci":0.6224,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76940362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"449","last_page":"458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","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/T11901","display_name":"Bayesian Methods and Mixture Models","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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.996999979019165,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9643999934196472,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.8369703888893127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7210380434989929},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6752111911773682},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3455149233341217},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.343196839094162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34203973412513733},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0861031711101532}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8369703888893127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7210380434989929},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6752111911773682},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3455149233341217},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.343196839094162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34203973412513733},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0861031711101532}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0006417104490458","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006417104490458","pdf_url":null,"source":null,"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":"Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},{"id":"pmh:oai:asep.lib.cas.cz:CavUnEpca/0476595","is_oa":true,"landing_page_url":"http://hdl.handle.net/11104/0273534","pdf_url":"http://library.utia.cas.cz/separaty/2017/ZS/suzdaleva-0476595.pdf","source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.5220/0006417104490458","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006417104490458","pdf_url":null,"source":null,"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":"Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W198833150","https://openalex.org/W1755019093","https://openalex.org/W1891280503","https://openalex.org/W1927455312","https://openalex.org/W1970473329","https://openalex.org/W1976583964","https://openalex.org/W2021137021","https://openalex.org/W2029217165","https://openalex.org/W2147580774","https://openalex.org/W2182787625","https://openalex.org/W2412815366"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2378903222"],"abstract_inverted_index":{"The":[0,38,69,110],"paper":[1,111],"deals":[2],"with":[3,66,121,126],"a":[4,24,83,103,122],"task":[5,20,85],"of":[6,8,16,26,50,64,71,86,99,105,108,119],"initialization":[7,101,114],"the":[9,14,35,48,62,87,91,96],"recursive":[10,93],"mixture":[11,88],"estimation":[12,94],"for":[13,43,77],"case":[15,63],"uniform":[17,36,72],"components.":[18,45,109],"This":[19],"is":[21,40,52,81,102],"significant":[22],"as":[23],"part":[25],"mixture-based":[27],"clustering,":[28],"where":[29],"data":[30,65,128],"clusters":[31],"are":[32,129],"described":[33],"by":[34],"distributions.":[37],"issue":[39],"extensively":[41],"explored":[42],"normal":[44],"However,":[46],"sometimes":[47],"assumption":[49],"normality":[51],"not":[53],"suitable":[54],"or":[55],"limits":[56],"potential":[57],"application":[58],"areas":[59],"(e.g.,":[60],"in":[61],"fixed":[67],"bounds).":[68],"use":[70],"components":[73],"can":[74],"be":[75],"beneficial":[76],"these":[78],"cases.":[79],"Initialization":[80],"always":[82],"critical":[84],"estimation.":[89],"Within":[90],"considered":[92],"algorithm":[95],"key":[97],"point":[98],"its":[100],"choice":[104],"initial":[106],"statistics":[107],"explores":[112],"several":[113],"approaches":[115],"and":[116],"compares":[117],"results":[118],"clustering":[120],"theoretical":[123],"counterpart.":[124],"Experiments":[125],"real":[127],"demonstrated.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
