{"id":"https://openalex.org/W2401037948","doi":"https://doi.org/10.1007/978-3-319-28121-6_4","title":"Estimating the Missing Traffic Speeds via Continuous Conditional Random Fields","display_name":"Estimating the Missing Traffic Speeds via Continuous Conditional Random Fields","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2401037948","doi":"https://doi.org/10.1007/978-3-319-28121-6_4","mag":"2401037948"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-28121-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-28121-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5100451228","display_name":"Bing Liang","orcid":"https://orcid.org/0000-0001-9628-1836"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bing Liang","raw_affiliation_strings":["Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China"],"affiliations":[{"raw_affiliation_string":"Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348801","display_name":"Chong Chen","orcid":"https://orcid.org/0000-0003-2800-4647"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chong Chen","raw_affiliation_strings":["Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China"],"affiliations":[{"raw_affiliation_string":"Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045184608","display_name":"Y. Guan","orcid":"https://orcid.org/0000-0002-5541-2278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying-Hui Guan","raw_affiliation_strings":["Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China"],"affiliations":[{"raw_affiliation_string":"Academy of Guangdong Telecom Co. Ltd., Guangzhou, 510630, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101588489","display_name":"Xiaoyu Huang","orcid":"https://orcid.org/0000-0002-6696-4203"},"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":"Xiao-Yu Huang","raw_affiliation_strings":["School of Economics and Commerce, South China University of Technology, Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Commerce, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100451228"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16206089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"43"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11106","display_name":"Data Management and Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.8302538394927979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.821439266204834},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6671698689460754},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.610501766204834},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5946002006530762},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.530077338218689},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37823209166526794},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28011268377304077}],"concepts":[{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.8302538394927979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821439266204834},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6671698689460754},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.610501766204834},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5946002006530762},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.530077338218689},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37823209166526794},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28011268377304077},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-28121-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-28121-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W634836346","https://openalex.org/W1519770485","https://openalex.org/W1604099066","https://openalex.org/W1894574376","https://openalex.org/W2007159514","https://openalex.org/W2020641160","https://openalex.org/W2029657381","https://openalex.org/W2033626772","https://openalex.org/W2044023374","https://openalex.org/W2059971613","https://openalex.org/W2060297659","https://openalex.org/W2095844239","https://openalex.org/W2102837462","https://openalex.org/W2108196201","https://openalex.org/W2111160151","https://openalex.org/W2111961236","https://openalex.org/W2141633817","https://openalex.org/W2147880316","https://openalex.org/W2148500771","https://openalex.org/W2156515921","https://openalex.org/W2156531019","https://openalex.org/W2159722548","https://openalex.org/W2159973364","https://openalex.org/W2171805028"],"related_works":["https://openalex.org/W2356597680","https://openalex.org/W2093471820","https://openalex.org/W50079190","https://openalex.org/W2114846443","https://openalex.org/W3102147106","https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W2347460059","https://openalex.org/W4283773154"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
