Pub Date : 2024-07-24DOI: 10.1007/s42421-024-00103-3
E. Kampitakis, Konstantinos Katzilieris, E. Vlahogianni
{"title":"Reinforcement Learning for Efficient Bus Priority Systems: Balancing Transit Efficiency and Traffic Impact","authors":"E. Kampitakis, Konstantinos Katzilieris, E. Vlahogianni","doi":"10.1007/s42421-024-00103-3","DOIUrl":"https://doi.org/10.1007/s42421-024-00103-3","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"44 10","pages":"1-24"},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-06DOI: 10.1007/s42421-024-00093-2
Atousa Zarindast, Tingting Huang, Anuj Sharma, Christopher M. Day
{"title":"Data-Driven Approach to Reverse Engineer Detector Metadata at Signalized Intersections with Unknown Control Plans","authors":"Atousa Zarindast, Tingting Huang, Anuj Sharma, Christopher M. Day","doi":"10.1007/s42421-024-00093-2","DOIUrl":"https://doi.org/10.1007/s42421-024-00093-2","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"64 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141011702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-13DOI: 10.1007/s42421-024-00091-4
Piergiorgio Vitello, Claudio Fiandrino, Richard D. Connors, Francesco Viti
{"title":"TransitCrowd: Estimating Subway Stations Demand with Mobile Crowdsensing Data","authors":"Piergiorgio Vitello, Claudio Fiandrino, Richard D. Connors, Francesco Viti","doi":"10.1007/s42421-024-00091-4","DOIUrl":"https://doi.org/10.1007/s42421-024-00091-4","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"28 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140708801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-11DOI: 10.1007/s42421-024-00090-5
Floriano Tori, Sara Tori, Imre Keseru, Vincent Ginis
{"title":"Performing Sentiment Analysis Using Natural Language Models for Urban Policymaking: An analysis of Twitter Data in Brussels","authors":"Floriano Tori, Sara Tori, Imre Keseru, Vincent Ginis","doi":"10.1007/s42421-024-00090-5","DOIUrl":"https://doi.org/10.1007/s42421-024-00090-5","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"8 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140715816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-16DOI: 10.1007/s42421-023-00083-w
Panagiotis Fafoutellis, E. Vlahogianni
{"title":"Unlocking the Full Potential of Deep Learning in Traffic Forecasting Through Road Network Representations: A Critical Review","authors":"Panagiotis Fafoutellis, E. Vlahogianni","doi":"10.1007/s42421-023-00083-w","DOIUrl":"https://doi.org/10.1007/s42421-023-00083-w","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139266565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-21DOI: 10.1007/s42421-023-00081-y
S. Sinha, Meghna Chakraborty
{"title":"Causal Analysis-Based Reduced Order Modeling of Human Mobility in the U.S. During COVID-19 Pandemic","authors":"S. Sinha, Meghna Chakraborty","doi":"10.1007/s42421-023-00081-y","DOIUrl":"https://doi.org/10.1007/s42421-023-00081-y","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133093649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On the Relationship Between Crowdsourced Sentiments and Mobility Trends During COVID-19: A Case Study of Kyoto","authors":"Wenzhe Sun, Hironori Kobayashi, Satoshi Nakao, Jan-Dirk Schmöcker","doi":"10.1007/s42421-023-00080-z","DOIUrl":"https://doi.org/10.1007/s42421-023-00080-z","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129036982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-08-08DOI: 10.1007/s42421-023-00078-7
Marios Sekadakis, Christos Katrakazas, Eva Michelaraki, Apostolos Ziakopoulos, G. Yannis
{"title":"COVID-19 and Driving Behavior: Which Were the Most Crucial Influencing Factors?","authors":"Marios Sekadakis, Christos Katrakazas, Eva Michelaraki, Apostolos Ziakopoulos, G. Yannis","doi":"10.1007/s42421-023-00078-7","DOIUrl":"https://doi.org/10.1007/s42421-023-00078-7","url":null,"abstract":"","PeriodicalId":336136,"journal":{"name":"Data Science for Transportation","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134369367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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