{"id":"https://openalex.org/W2342362579","doi":"https://doi.org/10.1109/ecc.2016.7810623","title":"Travel time forecasting from clustered time series via optimal fusion strategy","display_name":"Travel time forecasting from clustered time series via optimal fusion strategy","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2342362579","doi":"https://doi.org/10.1109/ecc.2016.7810623","mag":"2342362579"},"language":"en","primary_location":{"id":"doi:10.1109/ecc.2016.7810623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecc.2016.7810623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01296525","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028982981","display_name":"Andr\u00e9s Ladino","orcid":"https://orcid.org/0000-0002-1198-2287"},"institutions":[{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andres Ladino","raw_affiliation_strings":["Andres Ladino is with NeCS team and GIPSA-Lab","NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Andres Ladino is with NeCS team and GIPSA-Lab","institution_ids":["https://openalex.org/I4210124956"]},{"raw_affiliation_string":"NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210124956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027348635","display_name":"Alain Y. Kibangou","orcid":"https://orcid.org/0000-0002-8662-2534"},"institutions":[{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alain Kibangou","raw_affiliation_strings":["Alain Y. Kibangou, Hassen Fourati are with NeCS team and Univ. Grenoble Alpes GIPSA-Lab","NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alain Y. Kibangou, Hassen Fourati are with NeCS team and Univ. Grenoble Alpes GIPSA-Lab","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210124956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008384064","display_name":"Hassen Fourati","orcid":"https://orcid.org/0000-0002-8398-7183"},"institutions":[{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassen Fourati","raw_affiliation_strings":["Alain Y. Kibangou, Hassen Fourati are with NeCS team and Univ. Grenoble Alpes GIPSA-Lab","NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alain Y. Kibangou, Hassen Fourati are with NeCS team and Univ. Grenoble Alpes GIPSA-Lab","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210124956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024865861","display_name":"Carlos Canudas de Wit","orcid":"https://orcid.org/0000-0002-5056-0060"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carlos Canudas de Wit","raw_affiliation_strings":["Carlos Canudas de Wit is NeCS team at CNRS, GIPSA-Lab Grenoble, France","NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carlos Canudas de Wit is NeCS team at CNRS, GIPSA-Lab Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"NECS - Networked Controlled Systems (Centre de Recherche Inria\r\n655 Avenue de l'Europe, \r\n38330 Montbonnot-Saint-Martin\r\n\r\n\r\nGIPSA-labGIPSA-lab, \r\n11 rue des Math\u00e9matiques, \r\nGrenoble Campus BP46,\r\n F-38402 SAINT MARTIN D'HERES CEDEX  - France)","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210124956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5648,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83417394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2234","last_page":"2239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7237299084663391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6560109853744507},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6160512566566467},{"id":"https://openalex.org/keywords/travel-time","display_name":"Travel time","score":0.5945866703987122},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5483660101890564},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46227747201919556},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4567789137363434},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.43381351232528687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26119935512542725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22927793860435486},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1402330994606018},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1181614100933075}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7237299084663391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6560109853744507},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6160512566566467},{"id":"https://openalex.org/C2985733770","wikidata":"https://www.wikidata.org/wiki/Q1233007","display_name":"Travel time","level":2,"score":0.5945866703987122},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5483660101890564},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46227747201919556},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4567789137363434},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.43381351232528687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26119935512542725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22927793860435486},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1402330994606018},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1181614100933075},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ecc.2016.7810623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecc.2016.7810623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01296525v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01296525","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECC 2016 - 15th European Control Conference, Jun 2016, Aalborg, Denmark. ⟨10.1109/ECC.2016.7810623⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01296525v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01296525","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECC 2016 - 15th European Control Conference, Jun 2016, Aalborg, Denmark. ⟨10.1109/ECC.2016.7810623⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.75,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1702205502","https://openalex.org/W1875626450","https://openalex.org/W1908793230","https://openalex.org/W1984009504","https://openalex.org/W2002644193","https://openalex.org/W2006907251","https://openalex.org/W2008732654","https://openalex.org/W2032469707","https://openalex.org/W2039190250","https://openalex.org/W2040297119","https://openalex.org/W2051503055","https://openalex.org/W2066377449","https://openalex.org/W2073795924","https://openalex.org/W2105464873","https://openalex.org/W2116175937","https://openalex.org/W2151853954","https://openalex.org/W2155352808","https://openalex.org/W2170290380","https://openalex.org/W2289510887","https://openalex.org/W4206310440","https://openalex.org/W6637305070","https://openalex.org/W6639334974","https://openalex.org/W6684859510"],"related_works":["https://openalex.org/W1580685205","https://openalex.org/W2103761320","https://openalex.org/W2358167375","https://openalex.org/W116564642","https://openalex.org/W4386563447","https://openalex.org/W1983380679","https://openalex.org/W1981649169","https://openalex.org/W2357354286","https://openalex.org/W2388705266","https://openalex.org/W2322786840"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,72,92,98,107,111],"problem":[4],"of":[5,43,97,110],"travel":[6,17,32],"time":[7,33],"forecasting":[8],"within":[9],"a":[10,40,66,82],"highway.":[11],"Several":[12],"measurements":[13],"are":[14,79],"captured":[15],"describing":[16],"times":[18],"for":[19],"multiple":[20],"origin-destination":[21],"(OD)":[22],"pairs.":[23],"A":[24],"network":[25],"model":[26],"is":[27,48,58,68,101],"then":[28],"proposed":[29,99],"to":[30,90],"infer":[31],"between":[34],"origin":[35],"and":[36,53],"destination":[37],"based":[38,49,70],"on":[39,50,71],"reduced":[41],"number":[42],"states.":[44],"The":[45,95],"forecast":[46],"strategy":[47],"current":[51],"day":[52],"historical":[54],"data.":[55],"Historical":[56],"data":[57,105],"organized":[59],"into":[60],"several":[61],"clusters.":[62],"For":[63],"each":[64],"cluster,":[65],"predictor":[67],"designed":[69],"Kalman":[73],"filtering":[74],"strategy.":[75],"Then":[76],"these":[77],"predictions":[78],"fused,":[80],"in":[81,88,114],"best":[83,93],"linear":[84],"unbiased":[85],"estimation":[86],"sense,":[87],"order":[89],"get":[91],"prediction.":[94],"performance":[96],"method":[100],"evaluated":[102],"using":[103],"traffic":[104],"from":[106],"South":[108],"Ring":[109],"Grenoble":[112],"city":[113],"France.":[115]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}