{"id":"https://openalex.org/W1557134584","doi":"https://doi.org/10.1007/978-3-642-20039-7_14","title":"Mining Latent Sources of Causal Time Series Using Nonlinear State Space Modeling","display_name":"Mining Latent Sources of Causal Time Series Using Nonlinear State Space Modeling","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1557134584","doi":"https://doi.org/10.1007/978-3-642-20039-7_14","mag":"1557134584"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-20039-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20039-7_14","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/A5072196176","display_name":"Wei\u2010Shing Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I130510345","display_name":"Dayeh University","ror":"https://ror.org/03c6e8r26","country_code":"TW","type":"education","lineage":["https://openalex.org/I130510345"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wei-Shing Chen","raw_affiliation_strings":["Department of Industrial Engineering and Technology Management, Da-Yeh University, 168, University Rd. Dacun, Changhua, 51591, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Technology Management, Da-Yeh University, 168, University Rd. Dacun, Changhua, 51591, Taiwan, R.O.C","institution_ids":["https://openalex.org/I130510345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044344956","display_name":"Fong\u2010Jung Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I130510345","display_name":"Dayeh University","ror":"https://ror.org/03c6e8r26","country_code":"TW","type":"education","lineage":["https://openalex.org/I130510345"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Fong-Jung Yu","raw_affiliation_strings":["Department of Industrial Engineering and Technology Management, Da-Yeh University, 168, University Rd. Dacun, Changhua, 51591, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Technology Management, Da-Yeh University, 168, University Rd. Dacun, Changhua, 51591, Taiwan, R.O.C","institution_ids":["https://openalex.org/I130510345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072196176"],"corresponding_institution_ids":["https://openalex.org/I130510345"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14670752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.992900013923645,"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/T10320","display_name":"Neural Networks and Applications","score":0.992900013923645,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9918000102043152,"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/T10244","display_name":"Chaos control and synchronization","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534098386764526},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6444624662399292},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6305332183837891},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5511674880981445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5477173328399658},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.5003900527954102},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.49322885274887085},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49225202202796936},{"id":"https://openalex.org/keywords/inflation","display_name":"Inflation (cosmology)","score":0.4436938762664795},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3413882255554199},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2553684711456299},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24358287453651428}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534098386764526},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6444624662399292},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6305332183837891},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5511674880981445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5477173328399658},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.5003900527954102},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.49322885274887085},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49225202202796936},{"id":"https://openalex.org/C200941418","wikidata":"https://www.wikidata.org/wiki/Q273508","display_name":"Inflation (cosmology)","level":2,"score":0.4436938762664795},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3413882255554199},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2553684711456299},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24358287453651428},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-20039-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20039-7_14","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.75,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W71499226","https://openalex.org/W83533993","https://openalex.org/W588139629","https://openalex.org/W1534096605","https://openalex.org/W1549386224","https://openalex.org/W1586727544","https://openalex.org/W1616379778","https://openalex.org/W1783671139","https://openalex.org/W1975138225","https://openalex.org/W1977819294","https://openalex.org/W1980363510","https://openalex.org/W2040704490","https://openalex.org/W2055269080","https://openalex.org/W2066886687","https://openalex.org/W2096523567","https://openalex.org/W2105768802","https://openalex.org/W2126964567","https://openalex.org/W2128796916","https://openalex.org/W2136981284","https://openalex.org/W2151926297","https://openalex.org/W2156433372","https://openalex.org/W2156435365","https://openalex.org/W2156436462","https://openalex.org/W2615836285","https://openalex.org/W2896916590","https://openalex.org/W3148116038","https://openalex.org/W4205939273","https://openalex.org/W4247502024","https://openalex.org/W4297888513","https://openalex.org/W4388249796","https://openalex.org/W6602928593"],"related_works":["https://openalex.org/W2013493105","https://openalex.org/W1919101720","https://openalex.org/W4390822878","https://openalex.org/W96888382","https://openalex.org/W2041308758","https://openalex.org/W4386126592","https://openalex.org/W4392529072","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
