{"id":"https://openalex.org/W3032461042","doi":"https://doi.org/10.1007/978-981-15-5577-0_53","title":"Imputation Methods Used in Missing Traffic Data: A Literature Review","display_name":"Imputation Methods Used in Missing Traffic Data: A Literature Review","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3032461042","doi":"https://doi.org/10.1007/978-981-15-5577-0_53","mag":"3032461042"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-5577-0_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5577-0_53","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"review","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/A5107338201","display_name":"Pan Wu","orcid":"https://orcid.org/0000-0002-1860-2777"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pan Wu","raw_affiliation_strings":["School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-1860-2777","affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114253357","display_name":"Lunhui Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lunhui Xu","raw_affiliation_strings":["School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090234256","display_name":"Zilin Huang","orcid":"https://orcid.org/0000-0003-3754-4821"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilin Huang","raw_affiliation_strings":["School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107338201"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":8.0678,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97735527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"662","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9979000091552734,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9635999798774719,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.8820794820785522},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.8260797262191772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7188733220100403},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6707909107208252},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15225541591644287}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8820794820785522},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8260797262191772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7188733220100403},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6707909107208252},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15225541591644287}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-5577-0_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5577-0_53","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W612972800","https://openalex.org/W635521178","https://openalex.org/W1500188831","https://openalex.org/W1550443206","https://openalex.org/W1554683730","https://openalex.org/W1798398164","https://openalex.org/W1814521481","https://openalex.org/W1929777505","https://openalex.org/W1963826206","https://openalex.org/W1977146314","https://openalex.org/W1979646154","https://openalex.org/W1982501435","https://openalex.org/W1991483023","https://openalex.org/W2000215628","https://openalex.org/W2001963273","https://openalex.org/W2013912476","https://openalex.org/W2014617332","https://openalex.org/W2020641160","https://openalex.org/W2024165284","https://openalex.org/W2025379728","https://openalex.org/W2040297119","https://openalex.org/W2045593919","https://openalex.org/W2049500727","https://openalex.org/W2050703183","https://openalex.org/W2059971613","https://openalex.org/W2078677240","https://openalex.org/W2083238230","https://openalex.org/W2085040216","https://openalex.org/W2091449379","https://openalex.org/W2100358124","https://openalex.org/W2103972604","https://openalex.org/W2105724942","https://openalex.org/W2108196201","https://openalex.org/W2112292531","https://openalex.org/W2116659053","https://openalex.org/W2116781287","https://openalex.org/W2132711183","https://openalex.org/W2144475703","https://openalex.org/W2146332392","https://openalex.org/W2147512299","https://openalex.org/W2163150789","https://openalex.org/W2179076887","https://openalex.org/W2258054274","https://openalex.org/W2334686861","https://openalex.org/W2342643507","https://openalex.org/W2343462218","https://openalex.org/W2350384743","https://openalex.org/W2529827714","https://openalex.org/W2611328865","https://openalex.org/W2762874775","https://openalex.org/W2767854248","https://openalex.org/W2767893239","https://openalex.org/W2782466627","https://openalex.org/W2902048196","https://openalex.org/W4300187280"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3179858851","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
