{"id":"https://openalex.org/W2093146967","doi":"https://doi.org/10.1007/s10489-011-0333-9","title":"A novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models","display_name":"A novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models","publication_year":2012,"publication_date":"2012-01-11","ids":{"openalex":"https://openalex.org/W2093146967","doi":"https://doi.org/10.1007/s10489-011-0333-9","mag":"2093146967"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-011-0333-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-011-0333-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-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/A5101771005","display_name":"Branislav Popovi\u0107","orcid":"https://orcid.org/0000-0002-5413-1028"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Branislav Popovi\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076641651","display_name":"Marko Janev","orcid":"https://orcid.org/0000-0003-3246-4988"},"institutions":[{"id":"https://openalex.org/I1338511612","display_name":"Serbian Academy of Sciences and Arts","ror":"https://ror.org/05m1y4204","country_code":"RS","type":"government","lineage":["https://openalex.org/I1338511612"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Marko Janev","raw_affiliation_strings":["Mathematical Institute, Serbian Academy of Sciences and Arts, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Institute, Serbian Academy of Sciences and Arts, Belgrade, Serbia","institution_ids":["https://openalex.org/I1338511612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110585076","display_name":"Darko Pekar","orcid":"https://orcid.org/0000-0003-3026-8086"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darko Pekar","raw_affiliation_strings":["Alfanum Speech Technologies, Novi Sad, Serbia","Alfanum Speech Technologies, Novi Sad, Serbia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfanum Speech Technologies, Novi Sad, Serbia","institution_ids":[]},{"raw_affiliation_string":"Alfanum Speech Technologies, Novi Sad, Serbia#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088839724","display_name":"Nik\u0161a Jakovljevi\u0107","orcid":"https://orcid.org/0000-0002-7283-3939"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nik\u0161a Jakovljevi\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069209759","display_name":"Milan Gnjatovi\u0107","orcid":"https://orcid.org/0000-0002-0343-7596"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Gnjatovi\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085575169","display_name":"Milan Se\u010dujski","orcid":"https://orcid.org/0000-0002-3426-3277"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Se\u010dujski","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074165790","display_name":"Vlado Deli\u0107","orcid":"https://orcid.org/0000-0002-4558-9918"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vlado Deli\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"[Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia]","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101771005"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":4.0436,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93884909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"37","issue":"3","first_page":"377","last_page":"389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9983000159263611,"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":0.9983000159263611,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9936000108718872,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9889000058174133,"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/merge","display_name":"Merge (version control)","score":0.8529515266418457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8124901056289673},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7158984541893005},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.7104586362838745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5855258703231812},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.560826301574707},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.54283607006073},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4707998037338257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3742610216140747},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3280802369117737}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.8529515266418457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8124901056289673},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7158984541893005},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.7104586362838745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5855258703231812},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.560826301574707},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.54283607006073},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4707998037338257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3742610216140747},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3280802369117737},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-011-0333-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-011-0333-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W164998287","https://openalex.org/W1545632541","https://openalex.org/W1592898276","https://openalex.org/W1996649355","https://openalex.org/W2002681130","https://openalex.org/W2033178790","https://openalex.org/W2036116575","https://openalex.org/W2069883713","https://openalex.org/W2087610495","https://openalex.org/W2110134127","https://openalex.org/W2118292158","https://openalex.org/W2125838338","https://openalex.org/W2126067639","https://openalex.org/W2126415164","https://openalex.org/W2128880752","https://openalex.org/W2132549764","https://openalex.org/W2134383396","https://openalex.org/W2141804785","https://openalex.org/W2143694516","https://openalex.org/W2149175990","https://openalex.org/W2152255870","https://openalex.org/W2158069733","https://openalex.org/W2160586919","https://openalex.org/W2165880886","https://openalex.org/W2168653977","https://openalex.org/W2170120894","https://openalex.org/W2489815359","https://openalex.org/W2580505187","https://openalex.org/W2752491485"],"related_works":["https://openalex.org/W4234886518","https://openalex.org/W2389591058","https://openalex.org/W2486541857","https://openalex.org/W2382112581","https://openalex.org/W3124036233","https://openalex.org/W2108840191","https://openalex.org/W2759366996","https://openalex.org/W2110679372","https://openalex.org/W3200375535","https://openalex.org/W1578916557"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
