{"id":"https://openalex.org/W2008223790","doi":"https://doi.org/10.1109/itsc.2011.6082968","title":"A learning technique for deploying self-tuning traffic control systems","display_name":"A learning technique for deploying self-tuning traffic control systems","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2008223790","doi":"https://doi.org/10.1109/itsc.2011.6082968","mag":"2008223790"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2011.6082968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2011.6082968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/20.500.11850/276272","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091697261","display_name":"Anastasios Kouvelas","orcid":"https://orcid.org/0000-0003-4571-2530"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Kouvelas","raw_affiliation_strings":["Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249","https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071405020","display_name":"Markos Papageorgiou","orcid":"https://orcid.org/0000-0001-5821-4982"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Markos Papageorgiou","raw_affiliation_strings":["Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249","https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071596476","display_name":"Elias B. Kosmatopoulos","orcid":"https://orcid.org/0000-0002-3735-4238"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elias B. Kosmatopoulos","raw_affiliation_strings":["Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249","https://openalex.org/I4210093649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085370411","display_name":"Ioannis Papamichail","orcid":"https://orcid.org/0000-0002-6332-9327"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Papamichail","raw_affiliation_strings":["Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Production and Management Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Informatics and Telematics Institute, Centre of Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249","https://openalex.org/I4210093649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091697261"],"corresponding_institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249","https://openalex.org/I55741626"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07388795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1646","last_page":"1651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9984999895095825,"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/T10524","display_name":"Traffic control and management","score":0.9984999895095825,"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/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/T11195","display_name":"Simulation Techniques and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7936280965805054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7649918794631958},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"Fine-tuning","score":0.5673125982284546},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5371378660202026},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.49096277356147766},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4397297203540802},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4338681101799011},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3277529776096344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.312495619058609}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7936280965805054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649918794631958},{"id":"https://openalex.org/C157524613","wikidata":"https://www.wikidata.org/wiki/Q2828883","display_name":"Fine-tuning","level":2,"score":0.5673125982284546},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5371378660202026},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.49096277356147766},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4397297203540802},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4338681101799011},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3277529776096344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.312495619058609},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/itsc.2011.6082968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2011.6082968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/276272","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/276272","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"info:eu-repo/semantics/acceptedVersion"},{"id":"doi:10.3929/ethz-b-000276272","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000276272","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/276272","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/276272","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"info:eu-repo/semantics/acceptedVersion"},"sustainable_development_goals":[{"score":0.8299999833106995,"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":13,"referenced_works":["https://openalex.org/W1991165406","https://openalex.org/W1994616650","https://openalex.org/W2009797711","https://openalex.org/W2028086727","https://openalex.org/W2066920210","https://openalex.org/W2089739496","https://openalex.org/W2118369604","https://openalex.org/W2124289529","https://openalex.org/W2129600986","https://openalex.org/W2141695047","https://openalex.org/W2144488633","https://openalex.org/W2146014298","https://openalex.org/W2155876574"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W3095877357","https://openalex.org/W183202219","https://openalex.org/W2072565696","https://openalex.org/W10861731","https://openalex.org/W2050451745"],"abstract_inverted_index":{"Currently,":[0],"a":[1,42,48],"considerable":[2],"amount":[3],"of":[4,15,56,66,78,92],"human":[5,34],"effort":[6],"and":[7,33,36,63,116],"time":[8],"is":[9,25,69,99],"spent":[10],"for":[11],"initialization":[12],"or":[13],"calibration":[14],"operational":[16],"traffic":[17,58,95],"control":[18,59,81,97],"systems.":[19,60],"Typically,":[20],"this":[21],"optimization":[22],"(fine-tuning)":[23],"procedure":[24],"conducted":[26],"manually,":[27],"via":[28],"trial-and-error,":[29],"relying":[30],"on":[31],"expertise":[32],"judgment":[35],"does":[37],"not":[38],"always":[39],"lead":[40],"to":[41],"desirable":[43],"outcome.":[44],"This":[45],"paper":[46],"presents":[47],"new":[49],"learning/adaptive":[50],"algorithm":[51,68,108],"that":[52,105],"enables":[53],"automatic":[54,112],"fine-tuning":[55,76],"general":[57],"The":[61,75],"efficiency":[62],"online":[64],"feasibility":[65],"the":[67,106],"investigated":[70],"through":[71],"extensive":[72],"simulation":[73],"experiments.":[74],"problem":[77],"three":[79],"mutually-interacting":[80],"modules":[82],"-":[83,91],"each":[84],"one":[85],"with":[86],"its":[87],"distinct":[88],"design":[89],"parameters":[90],"an":[93],"urban":[94],"signal":[96],"strategy":[98],"thoroughly":[100],"investigated.":[101],"Simulation":[102],"results":[103],"indicate":[104],"learning":[107],"can":[109],"provide":[110],"efficient":[111],"fine-tuning,":[113],"guaranteeing":[114],"safe":[115],"convergent":[117],"behavior.":[118]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
