{"id":"https://openalex.org/W2059096256","doi":"https://doi.org/10.1007/s10844-014-0345-0","title":"Classification and clustering with continuous time Bayesian network models","display_name":"Classification and clustering with continuous time Bayesian network models","publication_year":2014,"publication_date":"2014-11-21","ids":{"openalex":"https://openalex.org/W2059096256","doi":"https://doi.org/10.1007/s10844-014-0345-0","mag":"2059096256"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-014-0345-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-014-0345-0","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"Journal of Intelligent Information Systems","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/A5050429150","display_name":"Daniele Codecasa","orcid":null},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Codecasa","raw_affiliation_strings":["DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Viale Sarca 336, 20126, Milano, Italy","DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Milano, Italy 20126"],"affiliations":[{"raw_affiliation_string":"DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Viale Sarca 336, 20126, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Milano, Italy 20126","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020281960","display_name":"Fabio Stella","orcid":"https://orcid.org/0000-0002-1394-0507"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Stella","raw_affiliation_strings":["DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Viale Sarca 336, 20126, Milano, Italy","DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Milano, Italy 20126"],"affiliations":[{"raw_affiliation_string":"DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Viale Sarca 336, 20126, Milano, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"DISCo, Universit\u00e0 degli Studi di Milano-Bicocca, Milano, Italy 20126","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050429150"],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.295,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56856914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"45","issue":"2","first_page":"187","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9972000122070312,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.8345884084701538},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6733414530754089},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.6519891023635864},{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.6185469031333923},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5507883429527283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.530593752861023},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.511859118938446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4957478940486908},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.48871564865112305},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4833819270133972},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4789067506790161},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4187437891960144},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.2609013020992279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8345884084701538},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6733414530754089},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.6519891023635864},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.6185469031333923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5507883429527283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.530593752861023},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.511859118938446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4957478940486908},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.48871564865112305},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4833819270133972},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4789067506790161},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4187437891960144},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.2609013020992279},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10844-014-0345-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-014-0345-0","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:boa.unimib.it:10281/55049","is_oa":false,"landing_page_url":"https://link.springer.com/article/10.1007/s10844-014-0345-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W12987287","https://openalex.org/W29314987","https://openalex.org/W33871791","https://openalex.org/W37338454","https://openalex.org/W97688833","https://openalex.org/W147860157","https://openalex.org/W576871101","https://openalex.org/W589058777","https://openalex.org/W612195111","https://openalex.org/W1494605253","https://openalex.org/W1503402212","https://openalex.org/W1511986666","https://openalex.org/W1530398305","https://openalex.org/W1537365649","https://openalex.org/W1543675445","https://openalex.org/W1549699566","https://openalex.org/W1549969567","https://openalex.org/W1563674946","https://openalex.org/W1563709661","https://openalex.org/W1569400564","https://openalex.org/W1582310361","https://openalex.org/W1594924988","https://openalex.org/W1597438912","https://openalex.org/W1607685420","https://openalex.org/W1642148853","https://openalex.org/W1678713393","https://openalex.org/W1817561967","https://openalex.org/W1859270264","https://openalex.org/W1872800509","https://openalex.org/W1947795187","https://openalex.org/W1965355073","https://openalex.org/W1972347023","https://openalex.org/W1975852288","https://openalex.org/W1977541898","https://openalex.org/W1984122162","https://openalex.org/W1992140242","https://openalex.org/W1995903777","https://openalex.org/W2002803284","https://openalex.org/W2006685053","https://openalex.org/W2010657328","https://openalex.org/W2013534088","https://openalex.org/W2016589838","https://openalex.org/W2020294948","https://openalex.org/W2021152235","https://openalex.org/W2022101482","https://openalex.org/W2030644393","https://openalex.org/W2033403400","https://openalex.org/W2050676627","https://openalex.org/W2068714596","https://openalex.org/W2075457099","https://openalex.org/W2088340225","https://openalex.org/W2089155985","https://openalex.org/W2091921805","https://openalex.org/W2094727660","https://openalex.org/W2099900459","https://openalex.org/W2101586207","https://openalex.org/W2108400301","https://openalex.org/W2113690611","https://openalex.org/W2115891031","https://openalex.org/W2119939946","https://openalex.org/W2125838338","https://openalex.org/W2126722530","https://openalex.org/W2129066856","https://openalex.org/W2129983824","https://openalex.org/W2132549746","https://openalex.org/W2137587467","https://openalex.org/W2139728973","https://openalex.org/W2141635852","https://openalex.org/W2154500405","https://openalex.org/W2158312857","https://openalex.org/W2160085675","https://openalex.org/W2163853180","https://openalex.org/W2167015655","https://openalex.org/W2170988853","https://openalex.org/W2240437087","https://openalex.org/W2495436614","https://openalex.org/W2613001510","https://openalex.org/W2951402568","https://openalex.org/W2963905603","https://openalex.org/W2963999029","https://openalex.org/W2979006918","https://openalex.org/W3103910758","https://openalex.org/W4238222300","https://openalex.org/W4238964153","https://openalex.org/W4239048948","https://openalex.org/W4292919149","https://openalex.org/W6600540622","https://openalex.org/W6601490312","https://openalex.org/W6618848537","https://openalex.org/W6632570525","https://openalex.org/W6632837212","https://openalex.org/W6633583053","https://openalex.org/W6634761457","https://openalex.org/W6639171235","https://openalex.org/W6652751576","https://openalex.org/W6669535047","https://openalex.org/W6684333338","https://openalex.org/W6768650569","https://openalex.org/W7001193584","https://openalex.org/W7011621630","https://openalex.org/W7070350029"],"related_works":["https://openalex.org/W1994673457","https://openalex.org/W2215058820","https://openalex.org/W1560170243","https://openalex.org/W2112004925","https://openalex.org/W2034884172","https://openalex.org/W4288327045","https://openalex.org/W2406874314","https://openalex.org/W2061193177","https://openalex.org/W2824679077","https://openalex.org/W2902480041"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}