Big Data
Big data is a term that describes a large volume of data — both structured and unstructured — that inundates a business on a day-to-day basis. It also refers to data that is so large, fast, or complex that it’s difficult, or even impossible, to process using traditional methods and/or within acceptable time and value requirements. It is used in many different fields, such as health care, media, information technology, and government.
Safety Critical Event Prediction Through Unified Analysis Of Driver And Vehicle Volatilities: Application Of Deep Learning Methods
Ramin Arvin • Asad J. Khattak • Hairong Qi
Dec 29, 2020
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Accident Analysis & Prevention
Classifying Travelers' Driving Style Using Basic Safety Messages Generated By Connected Vehicles: Application Of Unsupervised Machine Learning
Amin Mohammadnazar • Ramin Arvin • Asad J. Khattak
Dec 16, 2020
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Transportation Research Part C: Emerging Technologies
Modeling Firm Transportation Strategy using Big Text Data
Monique Stinson • Abolfazl Kouros Mohammadian •
Nov 24, 2020
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2020 Forum on Integrated and Sustainable Transportation Systems
Non-Pharmaceutical Interventions for COVID-19: Evidence from Large-Scale Mobility Data in Tokyo
Satish V. Ukkusuri • Takahiro Yabe • K. E Seetharam
Oct 1, 2020
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Asian Development
Bank Institute
Integrating Safety and Mobility For Pathfinding Using Big Data Generated By Connected Vehicles
Nima Hoseizadeh • Ramin Arvin • Asad J. Khattak • Lee D. Han
Jan 6, 2020
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Journal of Intelligent Transportation Systems
Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility
Javier Del Ser • Javier J. Sanches-Medina • Eleni I. Vlahogianni
Dec 23, 2019
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IEEE Transactions on Intelligent Transportation Systems
How Instantaneous Driving Behavior Contributes To Crashes At Intersections: Extracting Useful Information From Connected Vehicle Message Data
Ramin Arvin • Mohsen Kamrani • Asad J. khattak
Mar 7, 2019
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Accident Analysis & Prevention
Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities
Sara Moridpour • Alireza Toran Pour • Tayebeh Saghapour
Jan 1, 2019
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IG Global
Incorporating Route Safety In The Pathfinding Problem Using Big Data
Nima Hoseizadeh • Ramin Arvin • Asad J. Khattak • Lee D. Han
Jan 1, 2019
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Transportation Research Board (TRB)
On Data Processing Required To Derive Mobility Patterns From Passively-Generated Mobile Phone Data
Feilong Wang • Cynthia Chen
Dec 29, 2017
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Transportation Research Part C: Emerging Technologies
Dynamics Accessibility Using Big Data: The Role Of The Changing Conditions Of Network Congestion And Destination Attractiveness
Borja Moya-Gomez • Maria Henar Salas-Olmedo • Juan Carlos Gracia-Palomares • Javier Gutierrez
May 5, 2017
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Networks and Spatial Economics
Estimating Potential Demand Of Bicycle Trips From Mobile Phone Data - An Anchor-Point Based Approach
Yang Xu • Shih-Lung Shaw • Zhixiang Fang • Ling Yin
Jul 26, 2016
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MDPI / International Journal of Geo-Information
The Promises Of Big Data And Small For Travel Behavior (Aka Human Mobility) Analysis
Cynthia Chen • Jingtao Ma • Yusak Susilo • Yu Liu • Menglin Wang
Apr 23, 2016
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Transportation Research Part C: Emerging Technologies
Big Data For Social Transportation
Xinhu Zheng • Wei Chen • Pu Wang • Dayong Shen • Songhang Chen • Xiao Wang • QingPeng Zhang • liuqing Yang
Dec 17, 2015
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IEEE Transactions on Intelligent Transportation Systems