{"id":"https://openalex.org/W4200213470","doi":"https://doi.org/10.1016/j.conbuildmat.2021.125908","title":"Prediction of air voids of asphalt layers by intelligent algorithm","display_name":"Prediction of air voids of asphalt layers by intelligent algorithm","publication_year":2021,"publication_date":"2021-12-06","ids":{"openalex":"https://openalex.org/W4200213470","doi":"https://doi.org/10.1016/j.conbuildmat.2021.125908"},"language":"en","primary_location":{"id":"doi:10.1016/j.conbuildmat.2021.125908","doi":"https://doi.org/10.1016/j.conbuildmat.2021.125908","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.conbuildmat.2021.125908","pdf_url":null,"source":{"id":"https://openalex.org/S29980478","display_name":"Construction and Building Materials","issn_l":"0950-0618","issn":["0950-0618","1879-0526"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction and Building Materials","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5027278481","display_name":"Yulong Zhao","orcid":"https://orcid.org/0000-0002-9615-4623","observed_orcids":["https://orcid.org/0000-0002-9615-4623"]},"institutions":[{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yulong Zhao","raw_affiliation_strings":["Jiangsu Communications Holding Co., Ltd, Nanjing 210019, China","School of Civil Engineering, Shandong Jiaotong University, Jinan 250357, China","School of Transportation, Southeast University, Nanjing 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Communications Holding Co., Ltd, Nanjing 210019, China","institution_ids":[]},{"raw_affiliation_string":"School of Civil Engineering, Shandong Jiaotong University, Jinan 250357, China","institution_ids":["https://openalex.org/I4210099312"]},{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365708","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0002-1069-6385","observed_orcids":["https://orcid.org/0000-0002-1069-6385"]},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["College of Information Engineering, Fuyang Normal University, Fuyang 236041, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Fuyang Normal University, Fuyang 236041, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447017","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0003-4007-8307","observed_orcids":["https://orcid.org/0000-0003-4007-8307"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["College of Civil Science and Engineering, Yangzhou University, Yangzhou 225127, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Science and Engineering, Yangzhou University, Yangzhou 225127, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101019689","display_name":"Yaofei Luo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I192868223","display_name":"Zhengzhou University of Aeronautics","ror":"https://ror.org/01qjyzh50","country_code":"CN","type":"education","lineage":["https://openalex.org/I192868223"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaofei Luo","raw_affiliation_strings":["School of Civil Engineering and Architecture, Zhengzhou University of Aeronautics, Zhengzhou 450046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Architecture, Zhengzhou University of Aeronautics, Zhengzhou 450046, China","institution_ids":["https://openalex.org/I192868223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019817621","display_name":"Shaoquan Wang","orcid":"https://orcid.org/0000-0002-6837-8400","observed_orcids":["https://orcid.org/0000-0002-6837-8400"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoquan Wang","raw_affiliation_strings":["School of Transportation, Southeast University, Nanjing 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Transportation, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027278481"],"corresponding_institution_ids":["https://openalex.org/I4210099312","https://openalex.org/I76569877"],"apc_list":{"value":3430,"currency":"USD","value_usd":3430},"apc_paid":null,"fwci":3.0753,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.91502172,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"317","issue":null,"first_page":"125908","last_page":"125908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9735999703407288,"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"}},"topics":[{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9735999703407288,"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/T13236","display_name":"Geotechnical and construction materials studies","score":0.014499999582767487,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.003800000064074993,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/air-voids","display_name":"air voids","score":0.9079999923706055},{"id":"https://openalex.org/keywords/asphalt-layers","display_name":"asphalt pavement layers","score":0.8870000243186951},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9829999804496765},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.578000009059906},{"id":"https://openalex.org/keywords/regression-trees","display_name":"regression trees","score":0.6539999842643738},{"id":"https://openalex.org/keywords/random-forest-regression","display_name":"random forest regression","score":0.8669999837875366},{"id":"https://openalex.org/keywords/gaussian-process-regression","display_name":"Gaussian process regression","score":0.7699999809265137},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.7829999923706055},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.8119999766349792}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7180589437484741},{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.6929444074630737},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6551623940467834},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5717140436172485},{"id":"https://openalex.org/C196715460","wikidata":"https://www.wikidata.org/wiki/Q1414356","display_name":"Compaction","level":2,"score":0.5103315711021423},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5059546828269958},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42174068093299866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3892286419868469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2957143187522888},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27307814359664917},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2616760730743408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24763140082359314},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.22044190764427185},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12682780623435974},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.conbuildmat.2021.125908","doi":"https://doi.org/10.1016/j.conbuildmat.2021.125908","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.conbuildmat.2021.125908","pdf_url":null,"source":{"id":"https://openalex.org/S29980478","display_name":"Construction and Building Materials","issn_l":"0950-0618","issn":["0950-0618","1879-0526"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction and Building Materials","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1179554392","https://openalex.org/W1964723184","https://openalex.org/W2005874872","https://openalex.org/W2026864055","https://openalex.org/W2027440823","https://openalex.org/W2030771613","https://openalex.org/W2042658967","https://openalex.org/W2120623411","https://openalex.org/W2155533486","https://openalex.org/W2187908076","https://openalex.org/W2214222374","https://openalex.org/W2240535994","https://openalex.org/W2474393040","https://openalex.org/W2506089710","https://openalex.org/W2890720450","https://openalex.org/W2893772597","https://openalex.org/W2972776463","https://openalex.org/W3010549169","https://openalex.org/W3083247375","https://openalex.org/W3112400118","https://openalex.org/W3163628782"],"related_works":["https://openalex.org/W4386705710","https://openalex.org/W4392213360","https://openalex.org/W2214222374","https://openalex.org/W4387093213","https://openalex.org/W2358989875","https://openalex.org/W7172027823","https://openalex.org/W3142657212","https://openalex.org/W2741920271","https://openalex.org/W4399505199","https://openalex.org/W7165863884"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-12-31T00:00:00"}
