{"id":"https://openalex.org/W2972423093","doi":"https://doi.org/10.1007/s13177-019-00203-3","title":"Machine Learning Approaches to Estimate Road Surface Temperature Variation along Road Section in Real-Time for Winter Operation","display_name":"Machine Learning Approaches to Estimate Road Surface Temperature Variation along Road Section in Real-Time for Winter Operation","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2972423093","doi":"https://doi.org/10.1007/s13177-019-00203-3","mag":"2972423093"},"language":"en","primary_location":{"id":"doi:10.1007/s13177-019-00203-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13177-019-00203-3","pdf_url":null,"source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-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/A5060612370","display_name":"Choong Heon Yang","orcid":"https://orcid.org/0000-0001-9573-6720"},"institutions":[{"id":"https://openalex.org/I3019177047","display_name":"Korea Institute of Civil Engineering and Building Technology","ror":"https://ror.org/035enhp47","country_code":"KR","type":"government","lineage":["https://openalex.org/I2801339556","https://openalex.org/I3019177047","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choong Heon Yang","raw_affiliation_strings":["Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea","institution_ids":["https://openalex.org/I3019177047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089941100","display_name":"Duk Geun Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I3019177047","display_name":"Korea Institute of Civil Engineering and Building Technology","ror":"https://ror.org/035enhp47","country_code":"KR","type":"government","lineage":["https://openalex.org/I2801339556","https://openalex.org/I3019177047","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Duk Geun Yun","raw_affiliation_strings":["Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea","institution_ids":["https://openalex.org/I3019177047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016847811","display_name":"Jin Guk Kim","orcid":"https://orcid.org/0000-0002-4102-5963"},"institutions":[{"id":"https://openalex.org/I3019177047","display_name":"Korea Institute of Civil Engineering and Building Technology","ror":"https://ror.org/035enhp47","country_code":"KR","type":"government","lineage":["https://openalex.org/I2801339556","https://openalex.org/I3019177047","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Guk Kim","raw_affiliation_strings":["Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Institute of Civil Engineering and Building Technology, Gyeonggi-do, 10223, Republic of Korea","institution_ids":["https://openalex.org/I3019177047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046136185","display_name":"Gunwoo Lee","orcid":"https://orcid.org/0000-0002-5159-3948"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gunwoo Lee","raw_affiliation_strings":["Department of International Logistics, Chung-Ang University, Seoul, 06974, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Logistics, Chung-Ang University, Seoul, 06974, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112302408","display_name":"Seoung Bum Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I189442560","display_name":"Gyeongsang National University","ror":"https://ror.org/00saywf64","country_code":"KR","type":"education","lineage":["https://openalex.org/I189442560"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seoung Bum Kim","raw_affiliation_strings":["Division of Architectural, Urban, and Civil Engineering / Engineering Research Institute, Gyeongsang National University, Gyeongnam, 52828, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-8209-3359","affiliations":[{"raw_affiliation_string":"Division of Architectural, Urban, and Civil Engineering / Engineering Research Institute, Gyeongsang National University, Gyeongnam, 52828, Republic of Korea","institution_ids":["https://openalex.org/I189442560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112302408"],"corresponding_institution_ids":["https://openalex.org/I189442560"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4454,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.59998231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"18","issue":"2","first_page":"343","last_page":"355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12682","display_name":"Smart Materials for Construction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12682","display_name":"Smart Materials for Construction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9366999864578247,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11333","display_name":"Climate change and permafrost","score":0.9248999953269958,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.7559034824371338},{"id":"https://openalex.org/keywords/road-surface","display_name":"Road surface","score":0.6943989992141724},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6379130482673645},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5943183302879333},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5769938230514526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5276809334754944},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5068660378456116},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.43361979722976685},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40705740451812744},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39468640089035034},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36447444558143616},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.36083629727363586},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.27538561820983887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26831305027008057},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1157248318195343}],"concepts":[{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.7559034824371338},{"id":"https://openalex.org/C2780042925","wikidata":"https://www.wikidata.org/wiki/Q1049667","display_name":"Road surface","level":2,"score":0.6943989992141724},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6379130482673645},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5943183302879333},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5769938230514526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5276809334754944},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5068660378456116},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.43361979722976685},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40705740451812744},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39468640089035034},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36447444558143616},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.36083629727363586},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.27538561820983887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26831305027008057},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1157248318195343},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13177-019-00203-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13177-019-00203-3","pdf_url":null,"source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.49000000953674316,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W782506011","https://openalex.org/W841980011","https://openalex.org/W1559398273","https://openalex.org/W1739231958","https://openalex.org/W1972419502","https://openalex.org/W1980627235","https://openalex.org/W1987981921","https://openalex.org/W1989365837","https://openalex.org/W2012972244","https://openalex.org/W2035127125","https://openalex.org/W2071416278","https://openalex.org/W2079247003","https://openalex.org/W2086995498","https://openalex.org/W2089394015","https://openalex.org/W2098781116","https://openalex.org/W2113815821","https://openalex.org/W2120814057","https://openalex.org/W2138801337","https://openalex.org/W2163143028","https://openalex.org/W2175463092","https://openalex.org/W2240877218","https://openalex.org/W2506523301","https://openalex.org/W2604870111","https://openalex.org/W2612601931","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W2384358604","https://openalex.org/W1567829292","https://openalex.org/W2038534795","https://openalex.org/W3001063351","https://openalex.org/W3196905815","https://openalex.org/W2351370765","https://openalex.org/W3181247111","https://openalex.org/W2321594810"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
