{"id":"https://openalex.org/W4399089493","doi":"https://doi.org/10.1007/s12193-024-00433-0","title":"Prediction of pedestrian crossing behaviour at unsignalized intersections using machine learning algorithms: analysis and comparison","display_name":"Prediction of pedestrian crossing behaviour at unsignalized intersections using machine learning algorithms: analysis and comparison","publication_year":2024,"publication_date":"2024-05-28","ids":{"openalex":"https://openalex.org/W4399089493","doi":"https://doi.org/10.1007/s12193-024-00433-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12193-024-00433-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12193-024-00433-0","pdf_url":null,"source":{"id":"https://openalex.org/S21279965","display_name":"Journal on Multimodal User Interfaces","issn_l":"1783-7677","issn":["1783-7677","1783-8738"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Multimodal User Interfaces","raw_type":"journal-article"},"type":"article","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/A5080579111","display_name":"Dungar Singh","orcid":"https://orcid.org/0000-0003-3445-6383"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dungar Singh","raw_affiliation_strings":["Department of Civil Engineering, Maulana Azad National Institute of Technology Bhopal, Bhopal, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Maulana Azad National Institute of Technology Bhopal, Bhopal, India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088106735","display_name":"Pritikana Das","orcid":"https://orcid.org/0000-0002-8274-6513"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pritikana Das","raw_affiliation_strings":["Department of Civil Engineering, Maulana Azad National Institute of Technology Bhopal, Bhopal, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Maulana Azad National Institute of Technology Bhopal, Bhopal, India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082811593","display_name":"Indrajit Ghosh","orcid":"https://orcid.org/0000-0002-1341-0258"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Indrajit Ghosh","raw_affiliation_strings":["Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080579111"],"corresponding_institution_ids":["https://openalex.org/I91277730"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":2.6463,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8872827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"2-3","first_page":"239","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9984999895095825,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.8938888907432556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7610306739807129},{"id":"https://openalex.org/keywords/pedestrian-crossing","display_name":"Pedestrian crossing","score":0.6148285865783691},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6067116856575012},{"id":"https://openalex.org/keywords/logit","display_name":"Logit","score":0.4966922402381897},{"id":"https://openalex.org/keywords/binary-logit-model","display_name":"Binary logit model","score":0.4958532750606537},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4956003427505493},{"id":"https://openalex.org/keywords/pedestrian-detection","display_name":"Pedestrian detection","score":0.4836362600326538},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41768383979797363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3708677887916565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3691904842853546},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.30422860383987427},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13405698537826538},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09497195482254028},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09231212735176086}],"concepts":[{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.8938888907432556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7610306739807129},{"id":"https://openalex.org/C2777819797","wikidata":"https://www.wikidata.org/wiki/Q8010","display_name":"Pedestrian crossing","level":3,"score":0.6148285865783691},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6067116856575012},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.4966922402381897},{"id":"https://openalex.org/C2992215830","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Binary logit model","level":2,"score":0.4958532750606537},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4956003427505493},{"id":"https://openalex.org/C2780156472","wikidata":"https://www.wikidata.org/wiki/Q2355550","display_name":"Pedestrian detection","level":3,"score":0.4836362600326538},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41768383979797363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3708677887916565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3691904842853546},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30422860383987427},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13405698537826538},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09497195482254028},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09231212735176086}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12193-024-00433-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12193-024-00433-0","pdf_url":null,"source":{"id":"https://openalex.org/S21279965","display_name":"Journal on Multimodal User Interfaces","issn_l":"1783-7677","issn":["1783-7677","1783-8738"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Multimodal User Interfaces","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1898321465","https://openalex.org/W1965454283","https://openalex.org/W2015470900","https://openalex.org/W2018389537","https://openalex.org/W2036359064","https://openalex.org/W2121970262","https://openalex.org/W2135198734","https://openalex.org/W2163739552","https://openalex.org/W2164690004","https://openalex.org/W2174966165","https://openalex.org/W2421935487","https://openalex.org/W2462711803","https://openalex.org/W2464234006","https://openalex.org/W2498119267","https://openalex.org/W2510620627","https://openalex.org/W2520451768","https://openalex.org/W2521029800","https://openalex.org/W2607424077","https://openalex.org/W2626415059","https://openalex.org/W2756212501","https://openalex.org/W2757509933","https://openalex.org/W2788178650","https://openalex.org/W2795879180","https://openalex.org/W2886534716","https://openalex.org/W2965864542","https://openalex.org/W2976610598","https://openalex.org/W3006587156","https://openalex.org/W3012107403","https://openalex.org/W3037324494","https://openalex.org/W3039045927","https://openalex.org/W3046973519","https://openalex.org/W3075674906","https://openalex.org/W3085385370","https://openalex.org/W3093963267","https://openalex.org/W3130287962","https://openalex.org/W3154094704","https://openalex.org/W3156461423","https://openalex.org/W3157264283","https://openalex.org/W3185516026","https://openalex.org/W3194009241","https://openalex.org/W3199010298","https://openalex.org/W3199429093","https://openalex.org/W3200811867","https://openalex.org/W4200468526","https://openalex.org/W4205296318","https://openalex.org/W4205941964","https://openalex.org/W4210912956","https://openalex.org/W4225295859","https://openalex.org/W4281249352","https://openalex.org/W4284712117","https://openalex.org/W4292749694","https://openalex.org/W4295927236","https://openalex.org/W4309747367","https://openalex.org/W4311446664","https://openalex.org/W4360979961","https://openalex.org/W4360980051","https://openalex.org/W4367322349","https://openalex.org/W4379516356","https://openalex.org/W4383264420","https://openalex.org/W4386965928","https://openalex.org/W6607687417"],"related_works":["https://openalex.org/W2972620127","https://openalex.org/W187110833","https://openalex.org/W2981141433","https://openalex.org/W2905794575","https://openalex.org/W122740207","https://openalex.org/W4388221821","https://openalex.org/W650967530","https://openalex.org/W4390813505","https://openalex.org/W1969216335","https://openalex.org/W2944829485"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}