{"id":"https://openalex.org/W2886498661","doi":"https://doi.org/10.1007/978-3-319-99130-6_4","title":"Structuring Validation Targets of a Machine Learning Function Applied to Automated Driving","display_name":"Structuring Validation Targets of a Machine Learning Function Applied to Automated Driving","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2886498661","doi":"https://doi.org/10.1007/978-3-319-99130-6_4","mag":"2886498661"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99130-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99130-6_4","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/A5022623174","display_name":"Lydia Gauerhof","orcid":"https://orcid.org/0000-0002-3504-0040"},"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":"Lydia Gauerhof","raw_affiliation_strings":["Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081982955","display_name":"Peter Munk","orcid":"https://orcid.org/0000-0001-6674-9434"},"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":"Peter Munk","raw_affiliation_strings":["Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051274373","display_name":"Simon Burton","orcid":"https://orcid.org/0000-0001-9040-8752"},"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":"Simon Burton","raw_affiliation_strings":["Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"Corporate Research, Robert Bosch GmbH, Robert-Bosch-Campus 1, 71272, Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022623174"],"corresponding_institution_ids":["https://openalex.org/I889804353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":26.8298,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.99865952,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9932000041007996,"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":0.7945707440376282},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.7800365686416626},{"id":"https://openalex.org/keywords/underspecification","display_name":"Underspecification","score":0.7294173836708069},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.7051888108253479},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6406228542327881},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5859133005142212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4882233440876007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40739673376083374},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07974877953529358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945707440376282},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.7800365686416626},{"id":"https://openalex.org/C2779631151","wikidata":"https://www.wikidata.org/wiki/Q7883767","display_name":"Underspecification","level":2,"score":0.7294173836708069},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.7051888108253479},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6406228542327881},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5859133005142212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4882233440876007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40739673376083374},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07974877953529358},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99130-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99130-6_4","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":18,"referenced_works":["https://openalex.org/W642120166","https://openalex.org/W1849277567","https://openalex.org/W2163605009","https://openalex.org/W2253993278","https://openalex.org/W2266720499","https://openalex.org/W2328067583","https://openalex.org/W2340977581","https://openalex.org/W2510715855","https://openalex.org/W2561846019","https://openalex.org/W2594877703","https://openalex.org/W2750631532","https://openalex.org/W2751746637","https://openalex.org/W2759471388","https://openalex.org/W2950517871","https://openalex.org/W2963207607","https://openalex.org/W3198350258","https://openalex.org/W4249712465","https://openalex.org/W6696325823"],"related_works":["https://openalex.org/W2048198238","https://openalex.org/W2041829265","https://openalex.org/W4200263774","https://openalex.org/W1500924816","https://openalex.org/W2048884548","https://openalex.org/W1984757285","https://openalex.org/W2744370558","https://openalex.org/W3097313621","https://openalex.org/W4235376213","https://openalex.org/W1010401054"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}