{"id":"https://openalex.org/W2013480952","doi":"https://doi.org/10.1109/tits.2013.2297057","title":"Modeling and Detecting Aggressiveness From Driving Signals","display_name":"Modeling and Detecting Aggressiveness From Driving Signals","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2013480952","doi":"https://doi.org/10.1109/tits.2013.2297057","mag":"2013480952"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2013.2297057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2013.2297057","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5056950692","display_name":"Ana Bel\u00e9n Rodr\u00edguez Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-0023-9607"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Belen Rodriguez Gonzalez","raw_affiliation_strings":["Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046964987","display_name":"Mark Richard Wilby","orcid":"https://orcid.org/0000-0002-0062-2948"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mark Richard Wilby","raw_affiliation_strings":["Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083060082","display_name":"Juan Jos\u00e9 Vinagre D\u00edaz","orcid":"https://orcid.org/0000-0003-1283-0311"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Jose Vinagre Diaz","raw_affiliation_strings":["Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036377575","display_name":"Carmen S\u00e1nchez \u00c1vila","orcid":"https://orcid.org/0000-0002-7690-1011"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carmen Sanchez Avila","raw_affiliation_strings":["Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics for Information Technology, Higher Technical School of Telecommunication Engineering, Polytechnic University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"[Dept. of Appl. Math. for Inf. Technol., Polytech. Univ. of Madrid, Madrid, Spain]","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.0212,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.9803794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"1419","last_page":"1428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"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/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.65434730052948},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5823785662651062},{"id":"https://openalex.org/keywords/crash","display_name":"Crash","score":0.5546876788139343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48528167605400085},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4606075584888458},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4513968825340271},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4444522261619568},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.44124317169189453},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.43350714445114136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4323943257331848},{"id":"https://openalex.org/keywords/aggressive-driving","display_name":"Aggressive driving","score":0.42463985085487366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.310319721698761},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19012463092803955},{"id":"https://openalex.org/keywords/human-factors-and-ergonomics","display_name":"Human factors and ergonomics","score":0.15427592396736145}],"concepts":[{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.65434730052948},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5823785662651062},{"id":"https://openalex.org/C183469790","wikidata":"https://www.wikidata.org/wiki/Q333501","display_name":"Crash","level":2,"score":0.5546876788139343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48528167605400085},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4606075584888458},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4513968825340271},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4444522261619568},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.44124317169189453},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.43350714445114136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4323943257331848},{"id":"https://openalex.org/C2778950892","wikidata":"https://www.wikidata.org/wiki/Q4692276","display_name":"Aggressive driving","level":4,"score":0.42463985085487366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.310319721698761},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19012463092803955},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.15427592396736145},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2013.2297057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2013.2297057","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1571190246","https://openalex.org/W1579510937","https://openalex.org/W1588001529","https://openalex.org/W1972441921","https://openalex.org/W2015245929","https://openalex.org/W2017093162","https://openalex.org/W2035761963","https://openalex.org/W2047150210","https://openalex.org/W2052770734","https://openalex.org/W2075204338","https://openalex.org/W2085335488","https://openalex.org/W2086461263","https://openalex.org/W2103618108","https://openalex.org/W2117431273","https://openalex.org/W2126678001","https://openalex.org/W2128678906","https://openalex.org/W2169574943","https://openalex.org/W2171801645","https://openalex.org/W2199047794","https://openalex.org/W2509187435","https://openalex.org/W2544013341","https://openalex.org/W6634477610"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W561518565","https://openalex.org/W4206015373","https://openalex.org/W592147612","https://openalex.org/W4210806492"],"abstract_inverted_index":{"The":[0,156],"development":[1],"of":[2,16,24,28,66,70,146,162,165,173,201],"advanced":[3],"driver":[4,53],"assistance":[5],"systems":[6,20],"(ADASs)":[7],"will":[8],"be":[9,39,78],"a":[10,97,140,198,212],"crucial":[11],"element":[12],"in":[13],"the":[14,22,26,44,52,67,160,163,171,206],"construction":[15],"future":[17],"intelligent":[18],"transportation":[19],"with":[21,142],"objective":[23],"reducing":[25],"number":[27],"traffic":[29,71],"accidents":[30],"and":[31,47,88,91,110,117,153,176,185,191],"their":[32,55,106,112],"subsequent":[33],"fatalities.":[34],"Specifically,":[35],"driving":[36,83,133,181,207],"behaviors":[37],"could":[38],"monitored":[40],"online":[41],"to":[42,51,123,150,179,216],"determine":[43],"crash":[45],"risk":[46],"provide":[48],"warning":[49],"information":[50],"via":[54,127],"ADAS.":[56],"In":[57,167],"this":[58,125,174],"paper,":[59],"we":[60,121,196],"focus":[61],"on":[62,101],"aggressiveness":[63,76,95],"as":[64,86,96],"one":[65],"potential":[68],"causes":[69],"accidents.":[72],"We":[73,93],"demonstrate":[74],"that":[75],"can":[77],"detected":[79],"by":[80],"monitoring":[81],"external":[82],"signals":[84,182],"such":[85],"lateral":[87,186],"longitudinal":[89],"accelerations":[90],"speed.":[92],"model":[94,126,164,175],"linear":[98],"filter":[99],"operating":[100],"these":[102],"signals,":[103],"thus":[104],"scaling":[105],"probability":[107],"distribution":[108],"functions":[109],"modifying":[111],"mean":[113],"value,":[114],"standard":[115],"deviation,":[116],"dynamic":[118],"range.":[119],"Next,":[120],"proceed":[122],"validate":[124],"an":[128],"experiment,":[129],"conducted":[130],"under":[131],"real":[132],"conditions,":[134],"involving":[135],"ten":[136],"different":[137,144],"drivers,":[138],"traveling":[139],"route":[141],"five":[143],"types":[145],"road":[147,193],"sections,":[148],"subject":[149],"both":[151],"smooth":[152],"aggressive":[154,203],"behaviors.":[155],"obtained":[157],"results":[158],"confirm":[159],"validity":[161],"aggressiveness.":[166],"addition,":[168],"they":[169],"show":[170],"generality":[172],"its":[177],"applicability":[178],"specific":[180],"(speed,":[183],"longitudinal,":[184],"accelerations),":[187],"every":[188,192],"single":[189],"driver,":[190],"type.":[194],"Finally,":[195],"build":[197],"classifier":[199,210],"capable":[200],"detecting":[202],"behavior":[204],"from":[205],"signal.":[208],"This":[209],"achieves":[211],"success":[213],"rate":[214],"up":[215],"92%.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}