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

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

Transportation Research Part C: Emerging Technologies

Modeling Firm Transportation Strategy using Big Text Data

Monique Stinson • Abolfazl Kouros Mohammadian •

Nov 24, 2020

 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

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

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

 IEEE Transactions on Intelligent Transportation Systems

Big Data And Transport

Marcela A. Munizga

Jun 28, 2019

ElgarOnline

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

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

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

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

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

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

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

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

IEEE Transactions on Intelligent Transportation Systems