{"id":"https://openalex.org/W1744694545","doi":"https://doi.org/10.1007/3-540-45728-3_17","title":"Patterns of Dependencies in Dynamic Multivariate Data","display_name":"Patterns of Dependencies in Dynamic Multivariate Data","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1744694545","doi":"https://doi.org/10.1007/3-540-45728-3_17","mag":"1744694545"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-45728-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45728-3_17","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/A5053588810","display_name":"Ursula Gather","orcid":"https://orcid.org/0000-0002-9202-5541"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ursula Gather","raw_affiliation_strings":["Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015519778","display_name":"Roland Fried","orcid":"https://orcid.org/0000-0002-9830-9713"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roland Fried","raw_affiliation_strings":["Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088596514","display_name":"Michael Imhoff","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127529","display_name":"Klinikum Dortmund","ror":"https://ror.org/037pq2a43","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210127529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Imhoff","raw_affiliation_strings":["Surgical Department, Community Hospital Dortmund, Beurhausstr. 40, 44137, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Surgical Department, Community Hospital Dortmund, Beurhausstr. 40, 44137, Dortmund, Germany","institution_ids":["https://openalex.org/I4210127529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055301510","display_name":"Claudia Becker","orcid":"https://orcid.org/0000-0003-2906-4377"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claudia Becker","raw_affiliation_strings":["Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Dortmund, Vogelpothsweg 87, 44221, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053588810"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0552,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80112219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.8276345133781433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7921380996704102},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7199082970619202},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5874273180961609},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5791289210319519},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5790473222732544},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5279580354690552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28908687829971313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19728884100914001},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09717360138893127}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.8276345133781433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7921380996704102},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7199082970619202},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5874273180961609},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5791289210319519},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5790473222732544},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5279580354690552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28908687829971313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19728884100914001},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09717360138893127},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-45728-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45728-3_17","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W48200784","https://openalex.org/W51359916","https://openalex.org/W1494413412","https://openalex.org/W1567072477","https://openalex.org/W1578489047","https://openalex.org/W1911841135","https://openalex.org/W1987535801","https://openalex.org/W2001345977","https://openalex.org/W2021981219","https://openalex.org/W2053225089","https://openalex.org/W2056306993","https://openalex.org/W2072208595","https://openalex.org/W2098301339","https://openalex.org/W2104896002","https://openalex.org/W2120488354","https://openalex.org/W2163490846","https://openalex.org/W2164570713","https://openalex.org/W2167826316","https://openalex.org/W2314363741","https://openalex.org/W2411892376","https://openalex.org/W2468822137","https://openalex.org/W2798497704","https://openalex.org/W3015657349","https://openalex.org/W3124247489","https://openalex.org/W4239743380","https://openalex.org/W4241872460","https://openalex.org/W4248078258","https://openalex.org/W4388323202"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2000145235","https://openalex.org/W4288099359","https://openalex.org/W2118640767","https://openalex.org/W2937099569","https://openalex.org/W3005992387","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
