{"id":"https://openalex.org/W2590642040","doi":"https://doi.org/10.1007/s11222-017-9735-9","title":"Dynamic model-based clustering for spatio-temporal data","display_name":"Dynamic model-based clustering for spatio-temporal data","publication_year":2017,"publication_date":"2017-02-20","ids":{"openalex":"https://openalex.org/W2590642040","doi":"https://doi.org/10.1007/s11222-017-9735-9","mag":"2590642040"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-017-9735-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-017-9735-9","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10446/84094","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015715194","display_name":"Lucia Paci","orcid":"https://orcid.org/0000-0001-7403-2054"},"institutions":[{"id":"https://openalex.org/I103320735","display_name":"Universit\u00e0 Cattolica del Sacro Cuore","ror":"https://ror.org/03h7r5v07","country_code":"IT","type":"education","lineage":["https://openalex.org/I103320735"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Lucia Paci","raw_affiliation_strings":["Department of Statistical Sciences, Universit\u00e0 Cattolica del Sacro Cuore, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7403-2054","affiliations":[{"raw_affiliation_string":"Department of Statistical Sciences, Universit\u00e0 Cattolica del Sacro Cuore, Milan, Italy","institution_ids":["https://openalex.org/I103320735"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053893870","display_name":"Francesco Finazzi","orcid":"https://orcid.org/0000-0002-1295-7657"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Finazzi","raw_affiliation_strings":["Department of Management, Information and Production Engineering, University of Bergamo, Dalmine, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine, Italy","institution_ids":["https://openalex.org/I11039511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015715194"],"corresponding_institution_ids":["https://openalex.org/I103320735"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":1.8707,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88879359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"2","first_page":"359","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9976000189781189,"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":0.9976000189781189,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6640915870666504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400487422943115},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6311541199684143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6297183036804199},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5185602307319641},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5184152126312256},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5011661052703857},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.48526641726493835},{"id":"https://openalex.org/keywords/space-time","display_name":"Space time","score":0.4558202028274536},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.44625338912010193},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.4210051894187927},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.414481520652771},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37314343452453613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2793880105018616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2510472536087036},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17962557077407837}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6640915870666504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400487422943115},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6311541199684143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6297183036804199},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5185602307319641},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5184152126312256},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5011661052703857},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.48526641726493835},{"id":"https://openalex.org/C96402334","wikidata":"https://www.wikidata.org/wiki/Q3030793","display_name":"Space time","level":2,"score":0.4558202028274536},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.44625338912010193},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.4210051894187927},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.414481520652771},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37314343452453613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2793880105018616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2510472536087036},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17962557077407837},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11222-017-9735-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-017-9735-9","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:aisberg.unibg.it:10446/84094","is_oa":true,"landing_page_url":"http://hdl.handle.net/10446/84094","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:publicatt.unicatt.it:10807/98610","is_oa":true,"landing_page_url":"http://hdl.handle.net/10807/98610","pdf_url":null,"source":{"id":"https://openalex.org/S4306400564","display_name":"PubliCatt (Universit\u00e0 Cattolica del Sacro Cuore)","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:aisberg.unibg.it:10446/84094","is_oa":true,"landing_page_url":"http://hdl.handle.net/10446/84094","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8419551263","display_name":null,"funder_award_id":"RBFR12URQJ","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W146619314","https://openalex.org/W605692607","https://openalex.org/W1541785149","https://openalex.org/W1733500209","https://openalex.org/W1977569390","https://openalex.org/W1980363510","https://openalex.org/W2009598717","https://openalex.org/W2015558203","https://openalex.org/W2019105845","https://openalex.org/W2022295780","https://openalex.org/W2028583374","https://openalex.org/W2030597423","https://openalex.org/W2030916954","https://openalex.org/W2035756456","https://openalex.org/W2035951977","https://openalex.org/W2038681552","https://openalex.org/W2038885294","https://openalex.org/W2040635790","https://openalex.org/W2051119716","https://openalex.org/W2057765075","https://openalex.org/W2061115813","https://openalex.org/W2066076115","https://openalex.org/W2071217865","https://openalex.org/W2075657928","https://openalex.org/W2079044534","https://openalex.org/W2087101057","https://openalex.org/W2089479003","https://openalex.org/W2099878672","https://openalex.org/W2127874106","https://openalex.org/W2144550025","https://openalex.org/W2145798475","https://openalex.org/W2148830399","https://openalex.org/W2151926297","https://openalex.org/W2160555827","https://openalex.org/W2165038986","https://openalex.org/W2165406227","https://openalex.org/W2309401466","https://openalex.org/W2327975631","https://openalex.org/W2963271949","https://openalex.org/W3121318964","https://openalex.org/W4297888513"],"related_works":["https://openalex.org/W3087071515","https://openalex.org/W4283077537","https://openalex.org/W2999603699","https://openalex.org/W2902858271","https://openalex.org/W2464065341","https://openalex.org/W2947536360","https://openalex.org/W3086697448","https://openalex.org/W1987558550","https://openalex.org/W4302573481","https://openalex.org/W2054737069"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-03-03T00:00:00"}