{"id":"https://openalex.org/W4226232438","doi":"https://doi.org/10.1007/978-981-16-6890-6_36","title":"Predicting and Analysing Pedestrian Injury Severity: A Machine Learning-Based Approach","display_name":"Predicting and Analysing Pedestrian Injury Severity: A Machine Learning-Based Approach","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226232438","doi":"https://doi.org/10.1007/978-981-16-6890-6_36"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-6890-6_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6890-6_36","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5003683903","display_name":"A. Sreenivasa Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjali Rao","raw_affiliation_strings":["Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027370662","display_name":"Sobhan Sarkar","orcid":"https://orcid.org/0000-0001-6040-6051"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sobhan Sarkar","raw_affiliation_strings":["Business School, University of Edinburgh, 29 Buccleuch Pl, Edinburgh, EH8 9JS, UK"],"affiliations":[{"raw_affiliation_string":"Business School, University of Edinburgh, 29 Buccleuch Pl, Edinburgh, EH8 9JS, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079630906","display_name":"Anima Pramanik","orcid":"https://orcid.org/0000-0001-7724-0190"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anima Pramanik","raw_affiliation_strings":["Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081953839","display_name":"J. Maiti","orcid":"https://orcid.org/0000-0001-9546-5860"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Maiti","raw_affiliation_strings":["Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, 721302, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027370662"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":2.2957,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93009119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"485","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10370","display_name":"Traffic and Road Safety","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9962999820709229,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.986299991607666,"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/pedestrian","display_name":"Pedestrian","score":0.8423185348510742},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.738100528717041},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7133917808532715},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7059107422828674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6525884866714478},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5727575421333313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5589002370834351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5522520542144775},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5172386765480042},{"id":"https://openalex.org/keywords/pedestrian-detection","display_name":"Pedestrian detection","score":0.45324885845184326},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.22344741225242615},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1787606179714203}],"concepts":[{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.8423185348510742},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.738100528717041},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7133917808532715},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7059107422828674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6525884866714478},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5727575421333313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5589002370834351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5522520542144775},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5172386765480042},{"id":"https://openalex.org/C2780156472","wikidata":"https://www.wikidata.org/wiki/Q2355550","display_name":"Pedestrian detection","level":3,"score":0.45324885845184326},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.22344741225242615},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1787606179714203},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-6890-6_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6890-6_36","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2005961628","https://openalex.org/W2008909284","https://openalex.org/W2015197759","https://openalex.org/W2017513419","https://openalex.org/W2032395805","https://openalex.org/W2108715887","https://openalex.org/W2125743985","https://openalex.org/W2156909104","https://openalex.org/W2292045100","https://openalex.org/W2342616019","https://openalex.org/W2581082906","https://openalex.org/W2766549944","https://openalex.org/W2774961244","https://openalex.org/W2779000912","https://openalex.org/W2790796382","https://openalex.org/W2796105695","https://openalex.org/W2810264858","https://openalex.org/W2888963096","https://openalex.org/W2889505062","https://openalex.org/W2911964244","https://openalex.org/W2944545104","https://openalex.org/W2969513751","https://openalex.org/W3000707047","https://openalex.org/W3006614456","https://openalex.org/W3045031900","https://openalex.org/W3121784112","https://openalex.org/W3130981161","https://openalex.org/W3136265741","https://openalex.org/W3147561630"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2972620127","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2981141433","https://openalex.org/W2004826645","https://openalex.org/W3135818052","https://openalex.org/W2330964916","https://openalex.org/W4323294312","https://openalex.org/W4366990902"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
