{"id":"https://openalex.org/W1565825114","doi":"https://doi.org/10.1007/3-540-61510-5_132","title":"Analysis of drifting dynamics with competing predictors","display_name":"Analysis of drifting dynamics with competing predictors","publication_year":1996,"publication_date":"1996-01-01","ids":{"openalex":"https://openalex.org/W1565825114","doi":"https://doi.org/10.1007/3-540-61510-5_132","mag":"1565825114"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-61510-5_132","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-61510-5_132","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/A5036784111","display_name":"Jens Kohlmorgen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"J. Kohlmorgen","raw_affiliation_strings":["GMD FIRST, Rudower Chaussee 5, 12489, Berlin, Germany","GMD FIRST, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"GMD FIRST, Rudower Chaussee 5, 12489, Berlin, Germany","institution_ids":[]},{"raw_affiliation_string":"GMD FIRST, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112005638","display_name":"K. M\u00fcller","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. -R. M\u00fcller","raw_affiliation_strings":["GMD FIRST, Rudower Chaussee 5, 12489, Berlin, Germany","GMD FIRST, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"GMD FIRST, Rudower Chaussee 5, 12489, Berlin, Germany","institution_ids":[]},{"raw_affiliation_string":"GMD FIRST, Berlin, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055841597","display_name":"Klaus Pawelzik","orcid":"https://orcid.org/0000-0003-3416-6992"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Pawelzik","raw_affiliation_strings":["Inst. f. theo. Physik, Universit\u00e4t Frankfurt, 60054, Frankfurt/M., Germany","Inst. f. theo. Physik, Universit\u00e4t Frankfurt, Frankfurt/M., Germany"],"affiliations":[{"raw_affiliation_string":"Inst. f. theo. Physik, Universit\u00e4t Frankfurt, 60054, Frankfurt/M., Germany","institution_ids":["https://openalex.org/I114090438"]},{"raw_affiliation_string":"Inst. f. theo. Physik, Universit\u00e4t Frankfurt, Frankfurt/M., Germany","institution_ids":["https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036784111"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17734226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.987500011920929,"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":0.9848999977111816,"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":0.8251688480377197},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6111435890197754},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5871933698654175},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5795981884002686},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5794398784637451},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.5704659223556519},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44572651386260986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42651474475860596},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40698832273483276},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3483792543411255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3402109146118164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2503160238265991},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.1730034053325653}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251688480377197},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6111435890197754},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5871933698654175},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5795981884002686},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5794398784637451},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.5704659223556519},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44572651386260986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42651474475860596},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40698832273483276},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3483792543411255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3402109146118164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2503160238265991},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.1730034053325653},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/3-540-61510-5_132","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-61510-5_132","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:10.1.1.3.8558","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.8558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ida.first.fhg.de/publications/KohMuePaw96.ps","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:960233","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/960233.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer FIRST","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/327515","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/327515","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W14657714","https://openalex.org/W1512416947","https://openalex.org/W1534112425","https://openalex.org/W1535584137","https://openalex.org/W1549386224","https://openalex.org/W1984391316","https://openalex.org/W1999642580","https://openalex.org/W2002496965","https://openalex.org/W2003415078","https://openalex.org/W2009225465","https://openalex.org/W2089086690","https://openalex.org/W2094631910","https://openalex.org/W2125838338","https://openalex.org/W2172116616","https://openalex.org/W2896916590","https://openalex.org/W3036383388","https://openalex.org/W6600612439","https://openalex.org/W7008637466","https://openalex.org/W7010384133"],"related_works":["https://openalex.org/W2990081132","https://openalex.org/W4296984035","https://openalex.org/W3127121676","https://openalex.org/W3108206468","https://openalex.org/W3091433184","https://openalex.org/W2902096670","https://openalex.org/W2931947761","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}