{"id":"https://openalex.org/W4390738680","doi":"https://doi.org/10.1109/access.2024.3353036","title":"Visual Eco-Routing (VER): XGBoost Based Eco-Route Selection From Road Scenes and Vehicle Emissions","display_name":"Visual Eco-Routing (VER): XGBoost Based Eco-Route Selection From Road Scenes and Vehicle Emissions","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390738680","doi":"https://doi.org/10.1109/access.2024.3353036"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3353036","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3353036","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388288.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052504681","display_name":"Vishnu Pradeep","orcid":"https://orcid.org/0000-0003-4688-481X"},"institutions":[{"id":"https://openalex.org/I2802505300","display_name":"\u00c9cole Sup\u00e9rieure d'Ing\u00e9nieurs en G\u00e9nie \u00c9lectrique","ror":"https://ror.org/01apwkd48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802505300"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"V. Pradeep","raw_affiliation_strings":["ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France"],"raw_orcid":"https://orcid.org/0000-0003-4688-481X","affiliations":[{"raw_affiliation_string":"ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I2802505300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006393121","display_name":"Redouane Khemmar","orcid":"https://orcid.org/0000-0002-6230-2966"},"institutions":[{"id":"https://openalex.org/I2802505300","display_name":"\u00c9cole Sup\u00e9rieure d'Ing\u00e9nieurs en G\u00e9nie \u00c9lectrique","ror":"https://ror.org/01apwkd48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802505300"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Khemmar","raw_affiliation_strings":["ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France"],"raw_orcid":"https://orcid.org/0000-0002-6230-2966","affiliations":[{"raw_affiliation_string":"ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I2802505300"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093611823","display_name":"Firas Jendoubi","orcid":"https://orcid.org/0009-0001-8604-9950"},"institutions":[{"id":"https://openalex.org/I2802505300","display_name":"\u00c9cole Sup\u00e9rieure d'Ing\u00e9nieurs en G\u00e9nie \u00c9lectrique","ror":"https://ror.org/01apwkd48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802505300"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"F. Jendoubi","raw_affiliation_strings":["ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France"],"raw_orcid":"https://orcid.org/0009-0001-8604-9950","affiliations":[{"raw_affiliation_string":"ESIGELEC, IRSEEM, University of Rouen Normandy, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I2802505300"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5325,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61077587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"9669","last_page":"9681"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9998999834060669,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9998999834060669,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9921000003814697,"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/T10190","display_name":"Air Quality and Health Impacts","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220154762268066},{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.5117844939231873},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.46716153621673584},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.4399257004261017},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4392450749874115},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.4362010061740875},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.34007757902145386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1379726231098175},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11024323105812073},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09352260828018188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220154762268066},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.5117844939231873},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.46716153621673584},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.4399257004261017},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4392450749874115},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.4362010061740875},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.34007757902145386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1379726231098175},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11024323105812073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09352260828018188},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2024.3353036","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3353036","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04413821v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04413821","pdf_url":"https://hal.science/hal-04413821v1/file/Visual_Eco-Routing.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2024, 12, pp.9669-9681. ⟨10.1109/ACCESS.2024.3353036⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-04923670v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04923670","pdf_url":"https://hal.science/hal-04923670v1/document","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2024, 12, pp.9669-9681. ⟨10.1109/ACCESS.2024.3353036⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-05265302v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05265302","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2024, 12, pp.9669-9681. ⟨10.1109/ACCESS.2024.3353036⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:1e4752a133024814a3529e03ab4cda7c","is_oa":true,"landing_page_url":"https://doaj.org/article/1e4752a133024814a3529e03ab4cda7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 9669-9681 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3353036","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3353036","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10388288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390738680.pdf","grobid_xml":"https://content.openalex.org/works/W4390738680.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W57229731","https://openalex.org/W632834820","https://openalex.org/W1806906773","https://openalex.org/W1966847440","https://openalex.org/W1970844320","https://openalex.org/W1971780935","https://openalex.org/W1973014075","https://openalex.org/W1986764056","https://openalex.org/W1990542466","https://openalex.org/W1998562060","https://openalex.org/W2002102776","https://openalex.org/W2016115589","https://openalex.org/W2036247069","https://openalex.org/W2053463381","https://openalex.org/W2054845539","https://openalex.org/W2058169517","https://openalex.org/W2069349852","https://openalex.org/W2071017117","https://openalex.org/W2071942861","https://openalex.org/W2085853204","https://openalex.org/W2093733427","https://openalex.org/W2117685299","https://openalex.org/W2118577580","https://openalex.org/W2120067481","https://openalex.org/W2132748629","https://openalex.org/W2159507255","https://openalex.org/W2295598076","https://openalex.org/W2483553188","https://openalex.org/W2525055861","https://openalex.org/W2573794043","https://openalex.org/W2765958808","https://openalex.org/W2774925007","https://openalex.org/W2795411881","https://openalex.org/W2805541293","https://openalex.org/W2806335489","https://openalex.org/W2807815329","https://openalex.org/W2885224577","https://openalex.org/W2904643426","https://openalex.org/W2910125189","https://openalex.org/W2913740161","https://openalex.org/W2921781788","https://openalex.org/W2935562688","https://openalex.org/W2945810026","https://openalex.org/W2985170099","https://openalex.org/W3010308848","https://openalex.org/W4213351778","https://openalex.org/W4283385285","https://openalex.org/W4309651433","https://openalex.org/W4377148490","https://openalex.org/W6602313135","https://openalex.org/W6620336563","https://openalex.org/W6638367713"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"Traffic-related":[0],"pollution":[1],"significantly":[2,152],"contributes":[3],"to":[4,23,57,95,181,229,259],"environmental":[5],"degradation.":[6],"The":[7,149,198,248],"escalating":[8],"demand":[9],"for":[10,16,241,250,253],"vehicles,":[11,19],"coupled":[12],"with":[13,146,158,160,169],"consumer":[14],"preferences":[15],"larger":[17],"utility":[18,265],"poses":[20],"a":[21,45,74,99,116,201,224,242],"challenge":[22],"achieving":[24],"targeted":[25],"carbon":[26],"emission":[27,177,186,219],"reductions":[28],"in":[29,37,156,195,271],"common":[30],"fleet":[31],"vehicles.":[32],"To":[33,108],"address":[34],"the":[35,59,78,103,110,113,176,183,196,215,222,231,235,263,267],"inefficiencies":[36],"existing":[38],"route":[39,252],"planning":[40],"methods,":[41],"this":[42,251],"paper":[43],"introduces":[44],"novel":[46],"eco-routing":[47],"approach":[48],"known":[49],"as":[50,208],"Visual":[51],"Eco-Routing":[52],"(VER).":[53],"VER":[54,114,142,147],"is":[55,126,179,227,257],"designed":[56],"understand":[58],"non-linear":[60],"relationships":[61],"between":[62,185,204],"captured":[63],"road":[64,71,216],"scenes":[65],"and":[66,83,135,144,188,211,217,245],"emissions":[67],"data":[68],"across":[69],"various":[70],"links,":[72],"providing":[73],"comprehensive":[75],"insight":[76],"into":[77],"real-time":[79],"dynamics":[80],"of":[81,112,167,191,234,266],"roads":[82],"their":[84],"influence":[85],"on":[86,121,214],"vehicle":[87,218],"performance":[88],"characteristics.":[89],"On-road":[90],"experimental":[91],"cycles":[92],"are":[93,130],"conducted":[94],"gather":[96],"data,":[97],"creating":[98],"new":[100],"dataset":[101],"called":[102],"Vehicle":[104],"Activity":[105],"Dataset":[106],"(VAD).":[107],"assess":[109],"viability":[111],"approach,":[115],"model":[117,236,270],"named":[118],"VER-XGB":[119,161,256,269],"based":[120],"eXtreme":[122],"Gradient":[123],"Boosting":[124],"(XGBoost)":[125],"proposed.":[127],"Performance":[128],"comparisons":[129],"made":[131],"by":[132,237],"individual":[133],"training":[134],"benchmarking":[136],"three":[137],"selected":[138],"models,":[139],"both":[140],"without":[141],"association":[143],"separately":[145],"association.":[148],"comparison":[150],"reveals":[151],"lower":[153],"prediction":[154],"errors":[155],"models":[157],"VER,":[159],"exhibiting":[162],"enhanced":[163],"reliability,":[164],"yielding":[165],"MAPE":[166,249],"4.83%":[168],"VAD.":[170],"Additionally,":[171],"an":[172,239],"aggregate":[173],"factor":[174,178],"termed":[175],"introduced":[180],"explore":[182],"correlation":[184,203],"gases":[187],"distinct":[189],"groups":[190],"visual":[192],"features":[193,206],"defined":[194],"study.":[197],"analysis":[199],"indicates":[200],"high":[202],"infrastructure":[205],"such":[207],"traffic":[209],"signals":[210],"stop":[212],"signs":[213],"values.":[220],"Concluding":[221],"study,":[223],"qualitative":[225],"examination":[226],"undertaken":[228],"evaluate":[230],"real-world":[232,272],"applicability":[233],"predicting":[238],"eco-route":[240],"given":[243],"source":[244],"destination":[246],"pair.":[247],"predictions":[254],"from":[255],"found":[258],"be":[260],"6.21%,":[261],"affirming":[262],"practical":[264],"proposed":[268],"scenarios.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}