{"id":"https://openalex.org/W2997969521","doi":"https://doi.org/10.1109/tits.2019.2955548","title":"Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility","display_name":"Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2997969521","doi":"https://doi.org/10.1109/tits.2019.2955548","mag":"2997969521"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2955548","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2019.2955548","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/8939300/08939317.pdf","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":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6979/8939300/08939317.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017326471","display_name":"Javier Del Ser","orcid":"https://orcid.org/0000-0002-1260-9775"},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Del Ser","raw_affiliation_strings":["TECNALIA, Derio, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1260-9775","affiliations":[{"raw_affiliation_string":"TECNALIA, Derio, Spain","institution_ids":["https://openalex.org/I4210113430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020491055","display_name":"Javier Medina","orcid":"https://orcid.org/0000-0003-2530-3182"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier J. Sanchez-Medina","raw_affiliation_strings":["Innovation Center for the Information Society, University of Las Palmas de Gran Canaria, Las Palmas, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2530-3182","affiliations":[{"raw_affiliation_string":"Innovation Center for the Information Society, University of Las Palmas de Gran Canaria, Las Palmas, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022276464","display_name":"Eleni I. Vlahogianni","orcid":"https://orcid.org/0000-0002-2423-5475"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni I. Vlahogianni","raw_affiliation_strings":["Department of Transportation Planning and Engineering School of Civil Engineering, National Technical University of Athens Zografou Campus, Greece"],"raw_orcid":"https://orcid.org/0000-0002-2423-5475","affiliations":[{"raw_affiliation_string":"Department of Transportation Planning and Engineering School of Civil Engineering, National Technical University of Athens Zografou Campus, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"12","first_page":"4621","last_page":"4623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9948999881744385,"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":0.9948999881744385,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9264000058174133,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9146000146865845,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/big-data","display_name":"Big data","score":0.7570270299911499},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7183291912078857},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6552653312683105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6227024793624878},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5583316683769226},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5382444858551025},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5352400541305542},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.5188778042793274},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5052557587623596},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.4949643015861511},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.462089478969574},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.43942901492118835},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31166332960128784},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2746199369430542},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26496177911758423},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25455963611602783},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2516045868396759},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.18660405278205872},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10841706395149231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10053026676177979}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7570270299911499},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7183291912078857},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6552653312683105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227024793624878},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5583316683769226},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5382444858551025},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5352400541305542},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5188778042793274},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5052557587623596},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.4949643015861511},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.462089478969574},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.43942901492118835},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31166332960128784},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2746199369430542},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26496177911758423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25455963611602783},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2516045868396759},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.18660405278205872},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10841706395149231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10053026676177979},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tits.2019.2955548","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2019.2955548","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/8939300/08939317.pdf","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"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/70157","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/70157","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems [ISSN 1524-9050], v. 20 (12), p. 4621-4623","raw_type":"Article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/4164","is_oa":false,"landing_page_url":"https://hdl.handle.net/11556/4164","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/tits.2019.2955548","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tits.2019.2955548","pdf_url":"https://ieeexplore.ieee.org/ielx7/6979/8939300/08939317.pdf","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"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997969521.pdf","grobid_xml":"https://content.openalex.org/works/W2997969521.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2994939960","https://openalex.org/W3042990279","https://openalex.org/W4377971464","https://openalex.org/W2954450070","https://openalex.org/W4385487582","https://openalex.org/W2905708172","https://openalex.org/W4306751715","https://openalex.org/W2885838449","https://openalex.org/W2041735537","https://openalex.org/W4310007425"],"abstract_inverted_index":{"In":[0],"the":[1,4,17,38,59,95,111],"last":[2],"years,":[3],"arrival":[5],"and":[6,33,61,68,73,88,101,113,121],"progressively":[7],"gained":[8],"maturity":[9],"of":[10,19,63,116],"technological":[11],"paradigms":[12],"such":[13],"as":[14,70,123,139,141],"Connected":[15],"Vehicles,":[16],"Internet":[18],"Things,":[20],"Sensor":[21],"Networks,":[22],"Urban":[23],"Computing,":[24,28,30],"Smart":[25],"Cities,":[26],"Cloud":[27],"Edge":[29],"Big":[31],"Data":[32],"others":[34],"alike":[35],"have":[36],"ignited":[37],"role":[39],"historically":[40],"played":[41],"by":[42,106,127,134],"data-based":[43],"learning":[44],"techniques":[45],"to":[46,109],"levels":[47],"never":[48],"seen":[49],"before.":[50],"This":[51],"sharp":[52],"increase":[53],"has":[54],"been":[55],"particularly":[56],"noticed":[57],"in":[58,76,118,130],"design":[60],"management":[62],"intelligent":[64],"systems":[65,78],"for":[66],"transportation":[67,112],"mobility,":[69],"processes,":[71],"services":[72],"applications":[74],"deployed":[75],"these":[77],"are":[79,103],"fed":[80],"with":[81],"data":[82,128,144],"substrates":[83],"captured":[84],"at":[85],"unprecedented":[86],"rates":[87],"scales.":[89],"Legacy":[90],"sensing":[91],"equipment":[92],"installed":[93],"on":[94],"roads\u2019":[96],"infrastructure":[97],"(e.g.,":[98],"induction":[99],"loops":[100],"cameras)":[102],"nowadays":[104],"complemented":[105],"alternative":[107],"means":[108],"sense":[110],"mobility":[114],"context":[115],"interest":[117],"real":[119],"time":[120],"ubiquitously,":[122],"can":[124],"be":[125],"exemplified":[126],"collected":[129],"a":[131],"crowd-sourced":[132],"way":[133],"using":[135],"ad-hoc":[136],"smart":[137],"applications,":[138],"well":[140],"floating":[142],"car":[143],"and/or":[145],"social":[146],"media.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}