{"id":"https://openalex.org/W2766844894","doi":"https://doi.org/10.1109/cadiag.2017.8075689","title":"Modelling and monitoring highway traffic","display_name":"Modelling and monitoring highway traffic","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2766844894","doi":"https://doi.org/10.1109/cadiag.2017.8075689","mag":"2766844894"},"language":"en","primary_location":{"id":"doi:10.1109/cadiag.2017.8075689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cadiag.2017.8075689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5055011621","display_name":"Mouna Belaid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mouna Belaid","raw_affiliation_strings":["Department of electrical engineering, National school of engineers of Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of electrical engineering, National school of engineers of Monastir, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048836903","display_name":"Hanen Chaouch","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanen Chaouch","raw_affiliation_strings":["Department of electrical engineering, National school of engineers of Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of electrical engineering, National school of engineers of Monastir, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081012478","display_name":"Lotfi Nabli","orcid":"https://orcid.org/0000-0002-0167-0618"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lotfi Nabli","raw_affiliation_strings":["Department of electrical engineering, National school of engineers of Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of electrical engineering, National school of engineers of Monastir, Tunisia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2041,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54756489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"772","issue":null,"first_page":"385","last_page":"389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7065883874893188},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.705880880355835},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6450585126876831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6150925755500793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5129134654998779},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.48244625329971313},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4808524250984192},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.430996835231781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24510270357131958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0768660306930542}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7065883874893188},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.705880880355835},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6450585126876831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6150925755500793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5129134654998779},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.48244625329971313},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4808524250984192},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.430996835231781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24510270357131958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0768660306930542},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cadiag.2017.8075689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cadiag.2017.8075689","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W32452329","https://openalex.org/W1576256388","https://openalex.org/W1584201434","https://openalex.org/W1983963676","https://openalex.org/W1990100318","https://openalex.org/W1999935041","https://openalex.org/W2012914747","https://openalex.org/W2057283314","https://openalex.org/W2062927278","https://openalex.org/W2074423942","https://openalex.org/W2103110513","https://openalex.org/W2120303003","https://openalex.org/W2131920939","https://openalex.org/W2156145130","https://openalex.org/W2275821521","https://openalex.org/W2571272212","https://openalex.org/W2616293385","https://openalex.org/W6634657250","https://openalex.org/W6683030227","https://openalex.org/W6732158725"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W2474947501","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021"],"abstract_inverted_index":{"This":[0,28],"paper":[1],"deals":[2],"with":[3],"a":[4,18],"detection":[5,44],"approach":[6],"that":[7],"tries":[8],"to":[9,33],"solve":[10],"major":[11],"problems":[12],"of":[13,49],"traffic":[14],"flow":[15],"by":[16,45],"combining":[17],"higher":[19],"order":[20],"modeling":[21,29],"tool":[22],"and":[23,51],"the":[24,34,47],"principal":[25],"components":[26],"analysis.":[27],"system":[30],"is":[31,40],"applied":[32],"data":[35],"preprocessing":[36],"level.":[37],"The":[38],"PCA":[39],"introduced":[41],"for":[42],"fault":[43,59],"comparing":[46],"method":[48],"SPE":[50],"Hotteling":[52],"T":[53],"<sup":[54],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[55],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[56],".":[57],"For":[58],"isolation,":[60],"calculating":[61],"contributions":[62],"enables":[63],"identify":[64],"faulty":[65],"variables.":[66]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}