Applications of big data analytics in traffic management in intelligent transportation systems

HP Nguyen, PQP Nguyen, VD Bui - JOIV: International Journal on …, 2022 - joiv.org
Big Data technology is emerging as a mass technology that can be applied to many
industries in life. Decisions in a wide range of fields may benefit greatly from the information …

An application of big data analytics in road transportation

R Nair, A Bhagat - Handbook of Research on Pattern Engineering …, 2018 - igi-global.com
Data is being captured in all domains of society and one of the important aspects is
transportation. Large amounts of data have been collected, which are detailed, fine-grained …

Big data and its applications in urban intelligent transportation system

L Hua-Pu, QUW SUN Zhi-yuan - Journal of Transportation Systems …, 2015 - tseit.org.cn
Big data brings both opportunities and challenges to technological development and
application innovation of urban intelligent transportation system. Significant changes of ITS …

Big data analytics in smart cities' transportation infrastructure modernization

D Ushakov, E Dudukalov, E Mironenko… - Transportation Research …, 2022 - Elsevier
Using big data in supply chain management (SCM) has the potential to have a significant
impact on the industry in general and international transportation in particular. Big data have …

Big data analytics and visualization in traffic monitoring

C Bachechi, L Po, F Rollo - Big Data Research, 2022 - Elsevier
This paper presents a system that employs information visualization techniques to analyze
urban traffic data and the impact of traffic emissions on urban air quality. Effective …

SMART TSS: Defining transportation system behavior using big data analytics in smart cities

M Gohar, M Muzammal, AU Rahman - Sustainable cities and society, 2018 - Elsevier
A smart city improves the quality of its citizens by providing access to ubiquitous services.
Intelligent Transportation Systems (ITS) have a fundamental role in transforming a …

[PDF][PDF] Smart cities using big data analytics

K Susmitha, S Jayaprada - International Research Journal of …, 2017 - academia.edu
Many Governments are adopting the smart cities and implementing big data applications to
reach the required level of sustainability and improve the living standards. Smart cities utilize …

[PDF][PDF] Application of big data in intelligent traffic system

G Zeng - IOSR Journal of Computer Engineering, 2015 - academia.edu
With the rapid developmentof society, transportation industryis also facing unprecedented
challenges, if big data is used in this area, the advantage is obvious, it can resolve the …

Big data role in improving intelligent transportation systems safety: A survey

MA Amin, S Hadouej, TSJ Darwish - Advances in Internet, Data and Web …, 2019 - Springer
Achieving smart and intelligent transportation requires the use of millions of devices which
generate a huge volume of data, termed as Big Data. With the flourishing of Big Data …

Big traffic data analytics for smart urban intelligent traffic system using machine learning techniques

SS Hlaing, MM Tin, MM Khin, PP Wai… - 2020 IEEE 9th Global …, 2020 - ieeexplore.ieee.org
Due to huge number of private and public vehicles in last two decades, the traffic load and
congestion have increased significantly, which is major problem in transportation system. An …