{"id":"https://openalex.org/W2145961982","doi":"https://doi.org/10.1109/isspa.2005.1581072","title":"Modeling of individualities in driving through spectral analysis of behavioral signals","display_name":"Modeling of individualities in driving through spectral analysis of behavioral signals","publication_year":2006,"publication_date":"2006-10-04","ids":{"openalex":"https://openalex.org/W2145961982","doi":"https://doi.org/10.1109/isspa.2005.1581072","mag":"2145961982"},"language":"en","primary_location":{"id":"doi:10.1109/isspa.2005.1581072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2005.1581072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nagoya.repo.nii.ac.jp/records/8705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111659987","display_name":"Kyoko Ozawa","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"K. Ozawa","raw_affiliation_strings":["Graduate School of Information Science, University of Nagoya, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, University of Nagoya, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050937577","display_name":"Toshihiro Wakita","orcid":"https://orcid.org/0000-0001-8961-1817"},"institutions":[{"id":"https://openalex.org/I4210165351","display_name":"Toyota Central Research and Development Laboratories (Japan)","ror":"https://ror.org/05mjgqe69","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210165351"]},{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Wakita","raw_affiliation_strings":["Graduate School of Information Science, University of Nagoya, Nagoya, Japan","Toyota Central Research And Development Laboratories, Inc., Nagakute, Aichi, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, University of Nagoya, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Toyota Central Research And Development Laboratories, Inc., Nagakute, Aichi, Japan","institution_ids":["https://openalex.org/I4210165351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108524583","display_name":"Chiyomi Miyajima","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"C. Miyajima","raw_affiliation_strings":["Graduate School of Information Science, University of Nagoya, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, University of Nagoya, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111495545","display_name":"K. Itou","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Itou","raw_affiliation_strings":["Graduate School of Information Science, University of Nagoya, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, University of Nagoya, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042118446","display_name":"Kazuya Takeda","orcid":"https://orcid.org/0000-0002-0330-1787"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Takeda","raw_affiliation_strings":["Graduate School of Information Science, University of Nagoya, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science, University of Nagoya, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111659987"],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":null,"apc_paid":null,"fwci":2.3195,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88721272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"851","last_page":"854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9983000159263611,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10524","display_name":"Traffic control and management","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.56756192445755},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.4954479932785034},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10124343633651733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56756192445755},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.4954479932785034},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10124343633651733},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isspa.2005.1581072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2005.1581072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.331.7733","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.331.7733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sp.m.is.nagoya-u.ac.jp/~k-ozawa/ISSPA2005/paper.pdf","raw_type":"text"},{"id":"pmh:oai:irdb.nii.ac.jp:01152:0001451853","is_oa":true,"landing_page_url":"https://nagoya.repo.nii.ac.jp/records/8705","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Third Symposium on \"Intelligent Media Integration for Social Information Infrastructure\" December 6, 2005","raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:01152:0001451853","is_oa":true,"landing_page_url":"https://nagoya.repo.nii.ac.jp/records/8705","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Third Symposium on \"Intelligent Media Integration for Social Information Infrastructure\" December 6, 2005","raw_type":"conference paper"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1495816349","https://openalex.org/W1560013842","https://openalex.org/W1573899954","https://openalex.org/W1968719911","https://openalex.org/W2015629195","https://openalex.org/W2077886130","https://openalex.org/W2094039233","https://openalex.org/W2109407018","https://openalex.org/W2117666185","https://openalex.org/W2140466491","https://openalex.org/W2165880886","https://openalex.org/W6677157428"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Driving":[0,26],"behavior":[1],"modeling":[2,36],"using":[3,68],"such":[4],"driving":[5,58,106],"signals":[6,107],"as":[7],"velocity,":[8],"following":[9],"distance,":[10],"and":[11,23,32,49,95],"gas":[12,77],"or":[13],"brake":[14],"pedal":[15,78],"operations,":[16],"has":[17,37],"been":[18,39],"investigated":[19],"for":[20],"accident":[21],"prevention":[22],"vehicle":[24],"design.":[25],"behaviors":[27,59],"are":[28,60],"different":[29,43],"among":[30],"drivers,":[31],"research":[33],"on":[34,86],"driver":[35,83,92,101,117,123,135],"also":[38],"carried":[40],"out":[41],"from":[42],"points":[44],"of":[45,76],"view":[46],"in":[47,57,91,127],"cognitive":[48],"engineering":[50],"approaches.":[51],"In":[52],"this":[53],"paper,":[54],"driver\u2019s":[55],"characteristics":[56],"modeled":[61],"with":[62,97],"a":[63,98],"Gaussian":[64],"mixture":[65],"model":[66,84,102,118],"(GMM)":[67],"\u201ccepstral":[69],"features":[70,88],"\u201d":[71],"obtained":[72],"through":[73],"spectral":[74,109],"analysis":[75],"operation":[79],"signals.":[80],"The":[81],"GMM":[82,100],"based":[85],"cepstral":[87],"is":[89],"evaluated":[90],"identification":[93,124],"experiments":[94],"compared":[96],"conventional":[99,134],"that":[103,114],"uses":[104],"raw":[105],"without":[108],"analysis.":[110],"Experimental":[111],"results":[112],"show":[113],"the":[115,133],"proposed":[116],"achieves":[119],"an":[120],"89.6":[121],"%":[122,129],"rate,":[125],"resulting":[126],"61":[128],"error":[130],"reduction":[131],"over":[132],"model.":[136],"1.":[137]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}