{"id":"https://openalex.org/W2741236759","doi":"https://doi.org/10.1109/icves.2017.7991911","title":"Automotive surface identification system","display_name":"Automotive surface identification system","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2741236759","doi":"https://doi.org/10.1109/icves.2017.7991911","mag":"2741236759"},"language":"en","primary_location":{"id":"doi:10.1109/icves.2017.7991911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icves.2017.7991911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Vehicular Electronics and Safety (ICVES)","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/A5030875584","display_name":"Aleksandr Bystrov","orcid":"https://orcid.org/0000-0002-8295-4734"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Aleksandr Bystrov","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108280065","display_name":"Edward Hoare","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Edward Hoare","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053486503","display_name":"Thuy-Yung Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]},{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thuy-Yung Tran","raw_affiliation_strings":["Jaguar Land Rover Research Department, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar Land Rover Research Department, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104180175","display_name":"Nigel J. Clarke","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]},{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Clarke","raw_affiliation_strings":["Jaguar Land Rover Research Department, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar Land Rover Research Department, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074696984","display_name":"Marina Gashinova","orcid":"https://orcid.org/0000-0002-1190-0050"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marina Gashinova","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108431606","display_name":"Mikhail Cherniakov","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mikhail Cherniakov","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030875584"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":1.2043,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82668998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13113","display_name":"Engineering Technology and Methodologies","score":0.9817000031471252,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.9817000031471252,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8932195901870728},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.8135898113250732},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7666590809822083},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.739561140537262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6796923875808716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5512427687644958},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5511479377746582},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.5458709001541138},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4461708962917328},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44183456897735596},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.32528212666511536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2461686134338379},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.07845678925514221}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8932195901870728},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.8135898113250732},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7666590809822083},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.739561140537262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6796923875808716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5512427687644958},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5511479377746582},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.5458709001541138},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4461708962917328},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44183456897735596},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.32528212666511536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2461686134338379},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.07845678925514221},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icves.2017.7991911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icves.2017.7991911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Vehicular Electronics and Safety (ICVES)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/db585863-d457-48c7-a078-100649a17073","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/db585863-d457-48c7-a078-100649a17073","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bystrov, A, Hoare, E, Tran, T-Y, Clarke, N, Gashinova, M & Cherniakov, M 2017, Automotive surface identification system. in Vehicular Electronics and Safety (ICVES), IEEE International Conference on. IEEE Xplore, pp. 115-120. https://doi.org/10.1109/ICVES.2017.7991911","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1515135833","https://openalex.org/W1536056729","https://openalex.org/W2162480849","https://openalex.org/W2568846105"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W1939982668","https://openalex.org/W2585503716","https://openalex.org/W2076090200","https://openalex.org/W4312933423","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W1532481220","https://openalex.org/W2604316291"],"abstract_inverted_index":{"In":[0],"this":[1,17],"paper":[2],"the":[3,20,33,48],"practical":[4],"issues":[5],"of":[6,16,22,39,50,61],"automotive":[7],"surface":[8],"identification":[9],"system":[10,52],"development":[11],"are":[12],"considering.":[13],"The":[14,42],"novelty":[15],"work":[18],"is":[19],"combining":[21],"different":[23],"training":[24],"algorithms,":[25],"neural":[26],"network":[27],"structures":[28],"and":[29,36,54],"methods":[30,56],"to":[31],"increase":[32],"classification":[34],"accuracy":[35],"avoid":[37],"overfitting":[38],"real-world":[40],"data.":[41],"obtained":[43],"results":[44],"thereby":[45],"demonstrate":[46],"that":[47],"use":[49],"proposed":[51],"architecture":[53],"statistical":[55],"allow":[57],"for":[58],"reliable":[59],"discrimination":[60],"various":[62],"road":[63],"surfaces":[64],"in":[65],"real":[66],"driving":[67],"condition.":[68]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
