{"id":"https://openalex.org/W2140870987","doi":"https://doi.org/10.1007/3-540-70659-3_77","title":"A Hidden Markov Model-Based Approach to Sequential Data Clustering","display_name":"A Hidden Markov Model-Based Approach to Sequential Data Clustering","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2140870987","doi":"https://doi.org/10.1007/3-540-70659-3_77","mag":"2140870987"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-70659-3_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-70659-3_77","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5062427108","display_name":"A. Panuccio","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonello Panuccio","raw_affiliation_strings":["Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011831938","display_name":"Manuele Bicego","orcid":"https://orcid.org/0000-0002-1008-3917"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuele Bicego","raw_affiliation_strings":["Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007242502","display_name":"Vittorio Murino","orcid":"https://orcid.org/0000-0002-8645-2328"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Murino","raw_affiliation_strings":["Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, University of Verona, Ca\u2019 Vignal 2, Strada Le Grazie 15, 37134, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062427108"],"corresponding_institution_ids":["https://openalex.org/I119439378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4246,"has_fulltext":false,"cited_by_count":124,"citation_normalized_percentile":{"value":0.94507042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"734","last_page":"743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9933000206947327,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9933000206947327,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9927999973297119,"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/computer-science","display_name":"Computer science","score":0.8100892305374146},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7914021015167236},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7119866013526917},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5367914438247681},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5215087532997131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5077468156814575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49664169549942017},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.47586768865585327},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4565349221229553},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4247395694255829},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4243777394294739},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.38830292224884033},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34343332052230835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8100892305374146},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7914021015167236},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7119866013526917},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5367914438247681},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5215087532997131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5077468156814575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49664169549942017},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.47586768865585327},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4565349221229553},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4247395694255829},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4243777394294739},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.38830292224884033},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34343332052230835}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/3-540-70659-3_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-70659-3_77","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.225.6210","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.6210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://profs.sci.univr.it/%7Ebicego/papers/2002_SSPR.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.8.6627","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.8.6627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sci.univr.it/~bicego/SPR02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W19763141","https://openalex.org/W1480276090","https://openalex.org/W1493454437","https://openalex.org/W1524704912","https://openalex.org/W1548935184","https://openalex.org/W2043081704","https://openalex.org/W2065948080","https://openalex.org/W2090943336","https://openalex.org/W2097555181","https://openalex.org/W2105710559","https://openalex.org/W2105934661","https://openalex.org/W2112197391","https://openalex.org/W2113321226","https://openalex.org/W2116952749","https://openalex.org/W2117976903","https://openalex.org/W2125838338","https://openalex.org/W2159428510","https://openalex.org/W2162995740","https://openalex.org/W2167814407","https://openalex.org/W2168171912","https://openalex.org/W2168175751","https://openalex.org/W2914428007","https://openalex.org/W2999729612","https://openalex.org/W4236088841"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2559422900","https://openalex.org/W2134386692","https://openalex.org/W2171610853","https://openalex.org/W3144143113","https://openalex.org/W2384052049","https://openalex.org/W2367205823","https://openalex.org/W4220814143","https://openalex.org/W2087424554","https://openalex.org/W2131625050"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}