{"id":"https://openalex.org/W2947150248","doi":"https://doi.org/10.1007/978-3-662-59084-3_8","title":"Verstehen von Maschinenverhalten mit Hilfe von Machine Learning","display_name":"Verstehen von Maschinenverhalten mit Hilfe von Machine Learning","publication_year":2019,"publication_date":"2019-04-09","ids":{"openalex":"https://openalex.org/W2947150248","doi":"https://doi.org/10.1007/978-3-662-59084-3_8","mag":"2947150248"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-662-59084-3_8","doi":"https://doi.org/10.1007/978-3-662-59084-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-59084-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210181436","display_name":"Technologien f\u00fcr die intelligente Automation","issn_l":"2522-8579","issn":["2522-8579","2522-8587"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technologien f\u00fcr die intelligente Automation","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4285719184","display_name":"Machine Learning for Cyber Physical Systems"},"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/A5039842940","display_name":"Heinrich Warkentin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100859","display_name":"Claas (Germany)","ror":"https://ror.org/011fhys37","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210100859"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Heinrich Warkentin","raw_affiliation_strings":["CLAAS E-Systems KGaA mbH & Co KG, B\u00e4ckerkamp 19, 33330, G\u00fctersloh, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLAAS E-Systems KGaA mbH & Co KG, B\u00e4ckerkamp 19, 33330, G\u00fctersloh, Germany","institution_ids":["https://openalex.org/I4210100859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002742492","display_name":"Meike Wocken","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100859","display_name":"Claas (Germany)","ror":"https://ror.org/011fhys37","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210100859"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Meike Wocken","raw_affiliation_strings":["CLAAS KGaA mbH, M\u00fchlenwinkel 1, 33428, Harsewinkel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLAAS KGaA mbH, M\u00fchlenwinkel 1, 33428, Harsewinkel, Germany","institution_ids":["https://openalex.org/I4210100859"]}]},{"author_position":"last","author":{"id":null,"display_name":"Alexander Maier","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4923324","display_name":"Fraunhofer-Gesellschaft","ror":"https://ror.org/05hkkdn48","country_code":"DE","type":"government","lineage":["https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Maier","raw_affiliation_strings":["Fraunhofer-Anwendungszentrum Industrial Automation (IOSB-INA), Langenbruch 6, 32657, Lemgo, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer-Anwendungszentrum Industrial Automation (IOSB-INA), Langenbruch 6, 32657, Lemgo, Germany","institution_ids":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039842940"],"corresponding_institution_ids":["https://openalex.org/I4210100859"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11680988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.6122999787330627,"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":0.6122999787330627,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.32690000534057617,"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/T10616","display_name":"Smart Agriculture and AI","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harvesters","display_name":"harvesters","score":0.5180000066757202},{"id":"https://openalex.org/keywords/motor-overload","display_name":"motor overload","score":0.8270000219345093},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.8339999914169312},{"id":"https://openalex.org/keywords/self-organizing-maps","display_name":"self-organizing maps","score":0.7960000038146973},{"id":"https://openalex.org/keywords/markov-switching-model","display_name":"Markov regime switching","score":0.8330000042915344},{"id":"https://openalex.org/keywords/motor-speed","display_name":"motor speed","score":0.6150000095367432},{"id":"https://openalex.org/keywords/state-recognition","display_name":"state recognition","score":0.5370000004768372},{"id":"https://openalex.org/keywords/alarm-prediction","display_name":"alarm prediction","score":0.6110000014305115}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.3854978084564209},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.34461575746536255},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2040528953075409}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-59084-3_8","doi":"https://doi.org/10.1007/978-3-662-59084-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-59084-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210181436","display_name":"Technologien f\u00fcr die intelligente Automation","issn_l":"2522-8579","issn":["2522-8579","2522-8587"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technologien f\u00fcr die intelligente Automation","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W53099289","https://openalex.org/W1679913846","https://openalex.org/W2052441401","https://openalex.org/W2074812030","https://openalex.org/W2487770199","https://openalex.org/W3036192984"],"related_works":["https://openalex.org/W4386379866","https://openalex.org/W7046438982","https://openalex.org/W2349354387","https://openalex.org/W7065730556","https://openalex.org/W3094446045","https://openalex.org/W4402959622","https://openalex.org/W6965150687","https://openalex.org/W7130653245","https://openalex.org/W4307378234","https://openalex.org/W1029445510"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2019-06-07T00:00:00"}
