{"id":"https://openalex.org/W1734073998","doi":"https://doi.org/10.1007/978-3-642-33266-1_66","title":"Learning Relevant Time Points for Time-Series Data in the Life Sciences","display_name":"Learning Relevant Time Points for Time-Series Data in the Life Sciences","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1734073998","doi":"https://doi.org/10.1007/978-3-642-33266-1_66","mag":"1734073998"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33266-1_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33266-1_66","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/A5004196006","display_name":"Frank-Michael Schleif","orcid":"https://orcid.org/0000-0002-7539-1283"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Frank-Michael Schleif","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113581981","display_name":"Bassam Mokbel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bassam Mokbel","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091764838","display_name":"Andrej Gisbrecht","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrej Gisbrecht","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012564294","display_name":"Leslie M. Theunissen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leslie Theunissen","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065688000","display_name":"Volker D\u00fcrr","orcid":"https://orcid.org/0000-0001-9239-4964"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Volker D\u00fcrr","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":["CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany"],"affiliations":[{"raw_affiliation_string":"CITEC centre of excellence, University of Bielefeld, 33615, Bielefeld, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004196006"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6991,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84593838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"531","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962999820709229,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962999820709229,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9750999808311462,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9710000157356262,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7773817777633667},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.681771457195282},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6482506394386292},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6278975009918213},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5887778401374817},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5611621737480164},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5206745862960815},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4819740653038025},{"id":"https://openalex.org/keywords/data-point","display_name":"Data point","score":0.47313275933265686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44623076915740967},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4189241826534271},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4184091091156006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40982985496520996},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3699114918708801},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3494507968425751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773817777633667},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.681771457195282},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6482506394386292},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6278975009918213},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5887778401374817},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5611621737480164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5206745862960815},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4819740653038025},{"id":"https://openalex.org/C21080849","wikidata":"https://www.wikidata.org/wiki/Q13611879","display_name":"Data point","level":2,"score":0.47313275933265686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44623076915740967},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4189241826534271},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4184091091156006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40982985496520996},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3699114918708801},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3494507968425751},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-33266-1_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33266-1_66","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:pub.librecat.org:2534877","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2534877","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schleif F-M, Mokbel B, Gisbrecht A, Theunissen L, D\u00fcrr V, Hammer B. Learning Relevant Time Points for Time-Series Data in the Life Sciences. In:  <em>ICANN (2)</em>. Lecture Notes in Computer Science. Vol 7553. 2012: 531-539.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1664167130","https://openalex.org/W1742512077","https://openalex.org/W1984319064","https://openalex.org/W2035187556","https://openalex.org/W2040007196","https://openalex.org/W2062725912","https://openalex.org/W2094150678","https://openalex.org/W2094187853","https://openalex.org/W2098230810","https://openalex.org/W2107636931","https://openalex.org/W2110873103","https://openalex.org/W2124067153","https://openalex.org/W2162262128","https://openalex.org/W2166335393","https://openalex.org/W2168958223","https://openalex.org/W3021359550"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4299831724","https://openalex.org/W4283803360"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}