{"id":"https://openalex.org/W2339131634","doi":"https://doi.org/10.1007/s10618-016-0454-1","title":"Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data","display_name":"Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data","publication_year":2016,"publication_date":"2016-02-15","ids":{"openalex":"https://openalex.org/W2339131634","doi":"https://doi.org/10.1007/s10618-016-0454-1","mag":"2339131634"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-016-0454-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-016-0454-1","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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/A5100396076","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-8003-4686"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Alibaba Group, Hangzhou, 311121, China","Institute of Information Engineering, CAS, Beijing, 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, 311121, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"Institute of Information Engineering, CAS, Beijing, 100193, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364041","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-7973-2746"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["QCIS Research Centre, University of Technology Sydney, Ultimo, NSW, 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"QCIS Research Centre, University of Technology Sydney, Ultimo, NSW, 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085319576","display_name":"Chuan Zhou","orcid":"https://orcid.org/0000-0001-9958-8673"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Zhou","raw_affiliation_strings":["Institute of Information Engineering, CAS, Beijing, 100193, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, CAS, Beijing, 100193, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032277491","display_name":"Zhao Li","orcid":"https://orcid.org/0000-0002-5056-0351"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Li","raw_affiliation_strings":["Alibaba Group, Hangzhou, 311121, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, 311121, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010058972","display_name":"Hong Yang","orcid":"https://orcid.org/0000-0002-4328-335X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Yang","raw_affiliation_strings":["MathWorks, Beijing, 100090, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MathWorks, Beijing, 100090, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100364041"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.8979,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94152264,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"31","issue":"1","first_page":"32","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9987999796867371,"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":0.9987999796867371,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9434999823570251,"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/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.8078407049179077},{"id":"https://openalex.org/keywords/hierarchical-dirichlet-process","display_name":"Hierarchical Dirichlet process","score":0.795549213886261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6972881555557251},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6080636978149414},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5854793787002563},{"id":"https://openalex.org/keywords/dirichlet-distribution","display_name":"Dirichlet distribution","score":0.5277305841445923},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5201542973518372},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.5098918676376343},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4553014934062958},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.42808350920677185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3329230546951294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15040472149848938}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8078407049179077},{"id":"https://openalex.org/C141318989","wikidata":"https://www.wikidata.org/wiki/Q5753066","display_name":"Hierarchical Dirichlet process","level":4,"score":0.795549213886261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972881555557251},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6080636978149414},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5854793787002563},{"id":"https://openalex.org/C169214877","wikidata":"https://www.wikidata.org/wiki/Q981016","display_name":"Dirichlet distribution","level":3,"score":0.5277305841445923},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5201542973518372},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.5098918676376343},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4553014934062958},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.42808350920677185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3329230546951294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15040472149848938},{"id":"https://openalex.org/C182310444","wikidata":"https://www.wikidata.org/wiki/Q1332643","display_name":"Boundary value problem","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10618-016-0454-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-016-0454-1","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/126974","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/126974","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W258053484","https://openalex.org/W316065036","https://openalex.org/W1499913908","https://openalex.org/W1513008779","https://openalex.org/W1517266559","https://openalex.org/W1604980173","https://openalex.org/W1627117674","https://openalex.org/W1673310716","https://openalex.org/W1880262756","https://openalex.org/W1967687583","https://openalex.org/W1973485420","https://openalex.org/W1975427826","https://openalex.org/W1981276685","https://openalex.org/W1998443950","https://openalex.org/W2001082470","https://openalex.org/W2010239571","https://openalex.org/W2042737139","https://openalex.org/W2045656233","https://openalex.org/W2049331255","https://openalex.org/W2052261215","https://openalex.org/W2072644219","https://openalex.org/W2080972498","https://openalex.org/W2105767795","https://openalex.org/W2109472414","https://openalex.org/W2119926090","https://openalex.org/W2123939205","https://openalex.org/W2127492100","https://openalex.org/W2127498532","https://openalex.org/W2132827946","https://openalex.org/W2133852251","https://openalex.org/W2137553870","https://openalex.org/W2140745919","https://openalex.org/W2144100511","https://openalex.org/W2149021215","https://openalex.org/W2150731624","https://openalex.org/W2151673632","https://openalex.org/W2154099718","https://openalex.org/W2157906684","https://openalex.org/W2157991246","https://openalex.org/W2158266063","https://openalex.org/W2164945240","https://openalex.org/W2168878667","https://openalex.org/W2169343523","https://openalex.org/W2170337404","https://openalex.org/W2171343266","https://openalex.org/W2187741934","https://openalex.org/W2249588606","https://openalex.org/W2293546752","https://openalex.org/W2319462502","https://openalex.org/W2562836854","https://openalex.org/W2604272474","https://openalex.org/W2615915281","https://openalex.org/W2911267749","https://openalex.org/W2990138404","https://openalex.org/W3126003237","https://openalex.org/W4210633230","https://openalex.org/W4247464444","https://openalex.org/W4248681815","https://openalex.org/W4250619709","https://openalex.org/W6776753796"],"related_works":["https://openalex.org/W2939843948","https://openalex.org/W2914864478","https://openalex.org/W2008338582","https://openalex.org/W2097627380","https://openalex.org/W4291700620","https://openalex.org/W1999586157","https://openalex.org/W22044811","https://openalex.org/W2625329765","https://openalex.org/W2766840109","https://openalex.org/W2352674739"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}