{"id":"https://openalex.org/W21354622","doi":"https://doi.org/10.1007/978-3-642-41019-2_7","title":"Predicting Road Accidents Based on Current and Historical Spatio-temporal Traffic Flow Data","display_name":"Predicting Road Accidents Based on Current and Historical Spatio-temporal Traffic Flow Data","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W21354622","doi":"https://doi.org/10.1007/978-3-642-41019-2_7","mag":"21354622"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-41019-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-41019-2_7","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/A5049774301","display_name":"Rupa Jagannathan","orcid":null},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rupa Jagannathan","raw_affiliation_strings":["Division of Operations Management and Information Systems, Business School, Nottingham University, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Division of Operations Management and Information Systems, Business School, Nottingham University, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472991","display_name":"Sanja Petrovi\u0107","orcid":"https://orcid.org/0000-0002-1424-5696"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sanja Petrovic","raw_affiliation_strings":["Division of Operations Management and Information Systems, Business School, Nottingham University, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Division of Operations Management and Information Systems, Business School, Nottingham University, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113482284","display_name":"Gavin Powell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gavin Powell","raw_affiliation_strings":["Innovation Works, EADS, UK"],"affiliations":[{"raw_affiliation_string":"Innovation Works, EADS, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035708073","display_name":"Matthew Roberts","orcid":"https://orcid.org/0000-0002-7257-9379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Roberts","raw_affiliation_strings":["Innovation Works, EADS, UK"],"affiliations":[{"raw_affiliation_string":"Innovation Works, EADS, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049774301"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6789,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68053472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9898999929428101,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7925324440002441},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.612876832485199},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5289504528045654},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5038520693778992},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4914602041244507},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.44706350564956665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34538620710372925},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.18230393528938293},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16213944554328918},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09574118256568909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7925324440002441},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.612876832485199},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5289504528045654},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5038520693778992},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4914602041244507},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.44706350564956665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34538620710372925},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.18230393528938293},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16213944554328918},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09574118256568909},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-41019-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-41019-2_7","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":[{"display_name":"Good health and well-being","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W33696648","https://openalex.org/W1488625048","https://openalex.org/W1500151553","https://openalex.org/W1559923427","https://openalex.org/W1971280951","https://openalex.org/W2022685449","https://openalex.org/W2040285774","https://openalex.org/W2059859274","https://openalex.org/W2063601656","https://openalex.org/W2077466428","https://openalex.org/W2119886160","https://openalex.org/W2120166652","https://openalex.org/W2122596006","https://openalex.org/W2126385963","https://openalex.org/W2166452187","https://openalex.org/W2168998600","https://openalex.org/W2236118497","https://openalex.org/W2476052145","https://openalex.org/W2487799849","https://openalex.org/W2491057826","https://openalex.org/W3021114543","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2347219288","https://openalex.org/W2366221835","https://openalex.org/W2328571576","https://openalex.org/W3177177857","https://openalex.org/W2063184644","https://openalex.org/W2157663718","https://openalex.org/W3032903210","https://openalex.org/W2325461235","https://openalex.org/W2088310849","https://openalex.org/W2160409121"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}