{"id":"https://openalex.org/W1972648440","doi":"https://doi.org/10.1007/s13748-014-0048-3","title":"Data clustering using hidden variables in hybrid Bayesian networks","display_name":"Data clustering using hidden variables in hybrid Bayesian networks","publication_year":2014,"publication_date":"2014-04-08","ids":{"openalex":"https://openalex.org/W1972648440","doi":"https://doi.org/10.1007/s13748-014-0048-3","mag":"1972648440"},"language":"en","primary_location":{"id":"doi:10.1007/s13748-014-0048-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-014-0048-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13748-014-0048-3.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs13748-014-0048-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030382432","display_name":"Antonio Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-4320-2409"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Fern\u00e1ndez","raw_affiliation_strings":["Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","[University of Almer\u00eda]"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"[University of Almer\u00eda]","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047912788","display_name":"Jos\u00e9 A. G\u00e1mez","orcid":"https://orcid.org/0000-0003-1188-1117"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 A. G\u00e1mez","raw_affiliation_strings":["Computer Systems Department, University of Castilla-La Mancha, 02071 , Albacete, Spain","University of Castilla-La Mancha#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Systems Department, University of Castilla-La Mancha, 02071 , Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"University of Castilla-La Mancha#TAB#","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050934335","display_name":"Rafael Rum\u00ed","orcid":"https://orcid.org/0000-0001-9189-5468"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Rum\u00ed","raw_affiliation_strings":["Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","[University of Almer\u00eda]"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"[University of Almer\u00eda]","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046555644","display_name":"Antonio Salmer\u00f3n","orcid":"https://orcid.org/0000-0003-4982-8725"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Salmer\u00f3n","raw_affiliation_strings":["Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","[University of Almer\u00eda]"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Almer\u00eda, 04120\u00a0, Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"[University of Almer\u00eda]","institution_ids":["https://openalex.org/I52354020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030382432"],"corresponding_institution_ids":["https://openalex.org/I52354020"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":1.2719,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84299601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":"2-3","first_page":"141","last_page":"152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9997000098228455,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9997000098228455,"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":0.9939000010490417,"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":0.9904999732971191,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7116580009460449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6588187217712402},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.46318885684013367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45763280987739563},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4357580244541168},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.4345918297767639},{"id":"https://openalex.org/keywords/hidden-variable-theory","display_name":"Hidden variable theory","score":0.43437156081199646},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41399139165878296},{"id":"https://openalex.org/keywords/exponential-family","display_name":"Exponential family","score":0.41392359137535095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3736499547958374},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3573136627674103},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32994306087493896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28209054470062256},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.093809574842453}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7116580009460449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588187217712402},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.46318885684013367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45763280987739563},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4357580244541168},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.4345918297767639},{"id":"https://openalex.org/C137002209","wikidata":"https://www.wikidata.org/wiki/Q898521","display_name":"Hidden variable theory","level":3,"score":0.43437156081199646},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41399139165878296},{"id":"https://openalex.org/C55974624","wikidata":"https://www.wikidata.org/wiki/Q1188504","display_name":"Exponential family","level":2,"score":0.41392359137535095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3736499547958374},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3573136627674103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32994306087493896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28209054470062256},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.093809574842453},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13748-014-0048-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-014-0048-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13748-014-0048-3.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13748-014-0048-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13748-014-0048-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13748-014-0048-3.pdf","source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3534141422","display_name":null,"funder_award_id":"TIN2010-20900-C04-02","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4342018884","display_name":null,"funder_award_id":"P08-RNM-03945","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1972648440.pdf","grobid_xml":"https://content.openalex.org/works/W1972648440.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W168332103","https://openalex.org/W205043379","https://openalex.org/W1500209798","https://openalex.org/W1524704912","https://openalex.org/W1570448133","https://openalex.org/W1571413698","https://openalex.org/W1572036098","https://openalex.org/W1817561967","https://openalex.org/W1829777996","https://openalex.org/W1965144984","https://openalex.org/W1968266349","https://openalex.org/W1992419399","https://openalex.org/W1995372340","https://openalex.org/W2014711341","https://openalex.org/W2018714727","https://openalex.org/W2038282474","https://openalex.org/W2038374320","https://openalex.org/W2049633694","https://openalex.org/W2056240720","https://openalex.org/W2062081541","https://openalex.org/W2078515012","https://openalex.org/W2084812512","https://openalex.org/W2110664422","https://openalex.org/W2111574971","https://openalex.org/W2112637113","https://openalex.org/W2118587067","https://openalex.org/W2130416410","https://openalex.org/W2135226949","https://openalex.org/W2166246578","https://openalex.org/W2168089220","https://openalex.org/W2168175751","https://openalex.org/W2753574052","https://openalex.org/W2799061466","https://openalex.org/W2966207845","https://openalex.org/W4240278298"],"related_works":["https://openalex.org/W2799327614","https://openalex.org/W1996308081","https://openalex.org/W2804364458","https://openalex.org/W2038957354","https://openalex.org/W1545655945","https://openalex.org/W1516206434","https://openalex.org/W2375134271","https://openalex.org/W2117545158","https://openalex.org/W2952102737","https://openalex.org/W1549765610"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
