{"id":"https://openalex.org/W2947036283","doi":"https://doi.org/10.1007/978-3-662-59084-3_2","title":"Evaluation of Deep Autoencoders for Prediction of Adjustment Points in the Mass Production of Sensors","display_name":"Evaluation of Deep Autoencoders for Prediction of Adjustment Points in the Mass Production of Sensors","publication_year":2019,"publication_date":"2019-04-09","ids":{"openalex":"https://openalex.org/W2947036283","doi":"https://doi.org/10.1007/978-3-662-59084-3_2","mag":"2947036283"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-662-59084-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-59084-3_2","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,"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"},"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/A5076651155","display_name":"Martin Lachmann","orcid":null},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Martin Lachmann","raw_affiliation_strings":["Robert Bosch Fahrzeugelektrik Eisenach GmbH, Robert-Bosch-Allee 1, 99817, Eisenach, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch Fahrzeugelektrik Eisenach GmbH, Robert-Bosch-Allee 1, 99817, Eisenach, Deutschland","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109391732","display_name":"Tilman Stark","orcid":null},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilman Stark","raw_affiliation_strings":["Robert Bosch Fahrzeugelektrik Eisenach GmbH, Robert-Bosch-Allee 1, 99817, Eisenach, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch Fahrzeugelektrik Eisenach GmbH, Robert-Bosch-Allee 1, 99817, Eisenach, Deutschland","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091063363","display_name":"Martin G\u00f6lz","orcid":"https://orcid.org/0000-0001-9390-7549"},"institutions":[{"id":"https://openalex.org/I4210128802","display_name":"Schmalkalden University of Applied Sciences","ror":"https://ror.org/02nq4wt82","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210128802"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Golz","raw_affiliation_strings":["Hochschule Schmalkalden, Fakult\u00e4t Informatik, Blechhammer 4-9, 98574, Schmalkalden, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hochschule Schmalkalden, Fakult\u00e4t Informatik, Blechhammer 4-9, 98574, Schmalkalden, Deutschland","institution_ids":["https://openalex.org/I4210128802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030409039","display_name":"Eberhard Manske","orcid":"https://orcid.org/0000-0002-1672-2978"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eberhard Manske","raw_affiliation_strings":["Technische Universit\u00e4t Ilmenau, Fakult\u00e4t Maschinenbau, PF100565, 98684, Ilmenau, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Ilmenau, Fakult\u00e4t Maschinenbau, PF100565, 98684, Ilmenau, Deutschland","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076651155"],"corresponding_institution_ids":["https://openalex.org/I889804353"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09787108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9778000116348267,"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":0.9379000067710876,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6898204684257507},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6654655337333679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5536115765571594},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5498403310775757},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5459401607513428},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5070772171020508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4990522861480713},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4869719445705414},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4834502637386322},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.47337549924850464},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44739049673080444},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.43649888038635254},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4296156167984009},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.416924387216568},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38589906692504883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34133464097976685},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3032294511795044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20603063702583313},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17070245742797852},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.059227168560028076}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6898204684257507},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6654655337333679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5536115765571594},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5498403310775757},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5459401607513428},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5070772171020508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4990522861480713},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4869719445705414},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4834502637386322},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.47337549924850464},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44739049673080444},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.43649888038635254},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4296156167984009},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.416924387216568},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38589906692504883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34133464097976685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3032294511795044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20603063702583313},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17070245742797852},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.059227168560028076},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-662-59084-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-59084-3_2","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1549223806","https://openalex.org/W1587939702","https://openalex.org/W1964357740","https://openalex.org/W1986280275","https://openalex.org/W2110798204","https://openalex.org/W2145094598","https://openalex.org/W2156909104","https://openalex.org/W2200708944"],"related_works":["https://openalex.org/W4382644535","https://openalex.org/W2522768275","https://openalex.org/W2352938035","https://openalex.org/W2351672553","https://openalex.org/W2373392303","https://openalex.org/W31220157","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W2101914902","https://openalex.org/W3174613421"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}