{"id":"https://openalex.org/W2884253562","doi":"https://doi.org/10.1145/3194085.3194086","title":"Exploiting learning and scenario-based specification languages for the verification and validation of highly automated driving","display_name":"Exploiting learning and scenario-based specification languages for the verification and validation of highly automated driving","publication_year":2018,"publication_date":"2018-05-28","ids":{"openalex":"https://openalex.org/W2884253562","doi":"https://doi.org/10.1145/3194085.3194086","mag":"2884253562"},"language":"en","primary_location":{"id":"doi:10.1145/3194085.3194086","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3194085.3194086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Software Engineering for AI in Autonomous Systems","raw_type":"proceedings-article"},"type":"article","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/A5053665575","display_name":"Werner Damm","orcid":"https://orcid.org/0000-0002-7277-1803"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Werner Damm","raw_affiliation_strings":["OFFIS, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"OFFIS, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063851149","display_name":"Roland Galbas","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":"Roland Galbas","raw_affiliation_strings":["Robert Bosch GmbH, Abstatt, Germany"],"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH, Abstatt, Germany","institution_ids":["https://openalex.org/I889804353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053665575"],"corresponding_institution_ids":["https://openalex.org/I202367325"],"apc_list":null,"apc_paid":null,"fwci":1.2116,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.81460115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9987999796867371,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9918000102043152,"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":0.8053355813026428},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.7424547076225281},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.7057531476020813},{"id":"https://openalex.org/keywords/criticality","display_name":"Criticality","score":0.6839507222175598},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5838849544525146},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5601586699485779},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4472186267375946},{"id":"https://openalex.org/keywords/formal-verification","display_name":"Formal verification","score":0.43417733907699585},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41925153136253357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4109548032283783},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4100589156150818},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3585129380226135},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24752265214920044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11288145184516907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053355813026428},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.7424547076225281},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7057531476020813},{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.6839507222175598},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5838849544525146},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5601586699485779},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4472186267375946},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.43417733907699585},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41925153136253357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4109548032283783},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4100589156150818},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3585129380226135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24752265214920044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11288145184516907},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3194085.3194086","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3194085.3194086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Software Engineering for AI in Autonomous Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327207","display_name":"Electronic Components and Systems for European Leadership","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W94971406","https://openalex.org/W199666380","https://openalex.org/W1482183975","https://openalex.org/W1482962177","https://openalex.org/W1511164163","https://openalex.org/W1591345321","https://openalex.org/W1592055490","https://openalex.org/W1814031283","https://openalex.org/W1898022672","https://openalex.org/W1989783852","https://openalex.org/W2000982189","https://openalex.org/W2024636948","https://openalex.org/W2031454541","https://openalex.org/W2062694502","https://openalex.org/W2094434555","https://openalex.org/W2101691700","https://openalex.org/W2106549235","https://openalex.org/W2108345361","https://openalex.org/W2121511604","https://openalex.org/W2126413547","https://openalex.org/W2147340401","https://openalex.org/W2177399925","https://openalex.org/W2179730552","https://openalex.org/W2481726056","https://openalex.org/W2534527426","https://openalex.org/W2567985261","https://openalex.org/W2607025636","https://openalex.org/W2740357320","https://openalex.org/W2779025016","https://openalex.org/W2811125832","https://openalex.org/W2883433939","https://openalex.org/W2963100367"],"related_works":["https://openalex.org/W2378994405","https://openalex.org/W2385974820","https://openalex.org/W2373478030","https://openalex.org/W2378679551","https://openalex.org/W3149739944","https://openalex.org/W2392363776","https://openalex.org/W2063051341","https://openalex.org/W2591066345","https://openalex.org/W1494563618","https://openalex.org/W2357022711"],"abstract_inverted_index":{"We":[0,38],"propose":[1],"a":[2,26,55],"series":[3],"of":[4,25,63,72,75],"methods":[5],"based":[6],"on":[7,16],"learning":[8],"key":[9,73],"structural":[10],"properties":[11],"from":[12],"traffic":[13,67],"data-basis":[14],"and":[15],"statistical":[17],"model":[18],"checking,":[19],"ultimately":[20],"leading":[21],"to":[22,45],"the":[23,60,69,79],"construction":[24],"scenario":[27,56],"catalogue":[28,57],"capturing":[29],"requirements":[30],"for":[31,34,84],"controlling":[32],"criticality":[33,64],"highly":[35],"autonomous":[36],"vehicles.":[37],"sketch":[39],"underlying":[40],"mathematical":[41],"foundations":[42],"which":[43],"allow":[44],"derive":[46],"formal":[47],"confidence":[48],"levels":[49],"that":[50],"vehicles":[51],"tested":[52],"by":[53],"such":[54],"will":[58],"maintain":[59],"required":[61],"control":[62],"in":[65,78],"real":[66],"matching":[68],"probability":[70],"distributions":[71],"parameters":[74],"data":[76,81],"recorded":[77],"reference":[80],"base":[82],"employed":[83],"this":[85],"process.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
