{"id":"https://openalex.org/W74318330","doi":"https://doi.org/10.3233/978-1-60750-643-0-183","title":"A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points","display_name":"A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W74318330","doi":"https://doi.org/10.3233/978-1-60750-643-0-183","mag":"74318330"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-643-0-183","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-643-0-183","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5057167822","display_name":"Damaris Pascual","orcid":null},"institutions":[{"id":"https://openalex.org/I199856841","display_name":"Universidad de Oriente","ror":"https://ror.org/03kqap970","country_code":"CU","type":"education","lineage":["https://openalex.org/I199856841"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"Pascual Damaris","raw_affiliation_strings":["Centro de Reconocimiento de Patrones, Universidad de Oriente, Cuba#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Reconocimiento de Patrones, Universidad de Oriente, Cuba#TAB#","institution_ids":["https://openalex.org/I199856841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025400834","display_name":"Filiberto Pla","orcid":"https://orcid.org/0000-0003-0054-3489"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pla Filiberto","raw_affiliation_strings":["Institute of New Imaging Technologies, Dept. Llentguages i Sistemas Inform\u00e1tics, Universitat Jaume I of Castell\u00f3, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Dept. Llentguages i Sistemas Inform\u00e1tics, Universitat Jaume I of Castell\u00f3, Spain#TAB#","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":null,"display_name":"S&aacute;nchez J. Salvador","orcid":null},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"S&aacute;nchez J. Salvador","raw_affiliation_strings":["Institute of New Imaging Technologies, Dept. Llentguages i Sistemas Inform\u00e1tics, Universitat Jaume I of Castell\u00f3, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Dept. Llentguages i Sistemas Inform\u00e1tics, Universitat Jaume I of Castell\u00f3, Spain#TAB#","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057167822"],"corresponding_institution_ids":["https://openalex.org/I199856841"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.01880902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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/T11901","display_name":"Bayesian Methods and Mixture Models","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/T11106","display_name":"Data Management and Algorithms","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.6851524114608765},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6473848819732666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.577607274055481},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5304092168807983},{"id":"https://openalex.org/keywords/hierarchical-clustering-of-networks","display_name":"Hierarchical clustering of networks","score":0.4396188259124756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3572453558444977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3246687054634094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27774858474731445},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.20097345113754272},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.20023798942565918}],"concepts":[{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.6851524114608765},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6473848819732666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.577607274055481},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5304092168807983},{"id":"https://openalex.org/C82261393","wikidata":"https://www.wikidata.org/wiki/Q17038699","display_name":"Hierarchical clustering of networks","level":5,"score":0.4396188259124756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3572453558444977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3246687054634094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27774858474731445},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.20097345113754272},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.20023798942565918}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-60750-643-0-183","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-643-0-183","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1506281249","https://openalex.org/W1575476631","https://openalex.org/W1660133578","https://openalex.org/W1823255648","https://openalex.org/W1977496278","https://openalex.org/W1977556410","https://openalex.org/W1979896142","https://openalex.org/W1992419399","https://openalex.org/W2015245929","https://openalex.org/W2049633694","https://openalex.org/W2107946060","https://openalex.org/W2114979880","https://openalex.org/W2117401405","https://openalex.org/W2120636855","https://openalex.org/W2127218421","https://openalex.org/W2131687179","https://openalex.org/W2141585940","https://openalex.org/W2153145522","https://openalex.org/W2163255932","https://openalex.org/W2166199095","https://openalex.org/W2799061466","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W4292477917","https://openalex.org/W2379037722","https://openalex.org/W1597862883","https://openalex.org/W2140131129","https://openalex.org/W2034251629","https://openalex.org/W3200375535","https://openalex.org/W2534504385","https://openalex.org/W2097005420","https://openalex.org/W2488882714","https://openalex.org/W205292606"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"present":[4],"a":[5,27,34,47,57],"new":[6,91],"two-stage":[7],"technique":[8],"to":[9,52,56,64,82],"find":[10],"clusters":[11,23,54],"of":[12,21,70,89],"different":[13],"shapes,":[14],"densities":[15],"and":[16,24,42,68,75,86],"sizes":[17],"in":[18,43,62],"the":[19,39,44,66,71,84,87,90],"presence":[20],"overlapped":[22],"noise.":[25],"Firstly,":[26],"density-based":[28],"clustering":[29,98],"approach":[30],"is":[31,50],"developed":[32],"using":[33],"density":[35],"function":[36],"estimated":[37],"by":[38],"EM":[40],"algorithm":[41],"second":[45],"stage,":[46],"hierarchical":[48],"strategy":[49],"used":[51,81],"merge":[53],"according":[55],"dissimilarity":[58],"measure":[59],"here":[60],"introduced":[61],"order":[63],"assess":[65],"overlap":[67],"proximity":[69],"clusters.":[72],"Several":[73],"synthetic":[74],"real":[76],"world":[77],"data":[78],"sets":[79],"are":[80],"evaluate":[83],"effectiveness":[85],"efficiency":[88],"algorithm,":[92],"indicating":[93],"that":[94],"it":[95],"obtains":[96],"satisfactory":[97],"results.":[99]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
