Transit OD matrix estimation using smartcard data: Recent developments and future research challenges

E Hussain, A Bhaskar, E Chung - Transportation Research Part C …, 2021 - Elsevier
algorithms, and ultimately estimation of zone level transit OD (… AVL data usually contain the
location of the transit vehicle … GTFS data to find the closest stop of the transit route for each …

Do different datasets tell the same story about urban mobility—A comparative study of public transit and taxi usage

X Zhang, Y Xu, W Tu, C Ratti - Journal of Transport Geography, 2018 - Elsevier
… Finally, we apply a community detection algorithm to the OD … was provided by the Land
Transport Authority of Singapore. It … tap-out events of the smart card users for two public transit

Mapping road traffic crash hotspots using GIS-based methods: A case study of Muscat Governorate in the Sultanate of Oman

AK Al-Aamri, G Hornby, LC Zhang, AA Al-Maniri… - Spatial Statistics, 2021 - Elsevier
transportation safety professionals and authorities to identify … to analyse the spatial patterns
of incident point data (in our case … RF algorithm was applied in this study using R software …

An improved automatic traffic incident detection technique using a vehicle to infrastructure communication

MS Sheikh, J Liang, W Wang - … of Advanced Transportation, 2020 - Wiley Online Library
… This raises concern to the transportation authorities because of … algorithm, which is able to
estimate and detect traffic incident. … to detect the traffic incident by analyzing the location and …

[PDF][PDF] Analysis of the factors influencing highway crash risk in different regional types based on improved Apriori algorithm

Y Yang, ZZ Yuan, DY Sun, XL Wen - Advances in Transportation …, 2019 - researchgate.net
Accident Research and Analysis Center. The Analysis Center, authorized by Japan's national
public … I-5 (milepost 100-200) located around Seattle downtown zone in Puget Sound area, …

Implementation challenges and opportunities of smart city and intelligent transport systems in India

SK John, D Sivaraj, RK Mugelan - Internet of things and big data analytics …, 2019 - Springer
… and accident free travel which all together contribute to smart city … and coordinate different
authorities to find solutions for urban … The work proposes two algorithms to identify the position

Incident detection through twitter: Organization versus personal accounts

MA Yazici, S Mudigonda… - Transportation Research …, 2017 - journals.sagepub.com
… in 10 to 25 mi of the incident location. Although they did not … tree algorithm, a k-nearest
neighbors algorithm, and a PART … algorithms. Tweets from personal accounts that deal with traffic …

A mobility network approach to identify and anticipate large crowd gatherings

Z Huang, P Wang, F Zhang, J Gao, M Schich - Transportation research part …, 2018 - Elsevier
… based on raw data from the Shenzhen Transportation Authority. (b) Adjusted traffic zone …
events, and the density-based spatial clustering of applications with noise (DBSCAN) algorithm

Data sets, modeling, and decision making in smart cities: A survey

M Ma, SM Preum, MY Ahmed, W Tärneberg… - ACM Transactions on …, 2019 - dl.acm.org
transportation; for instance, the transportation data from … of these algorithms. For example, a
vehicle plate recognition … traffic-related incident reports from city authorities and social media …

Estimation of the energy consumption of battery electric buses for public transport networks using real-world data and deep learning

T Pamuła, W Pamuła - Energies, 2020 - mdpi.com
… real-world data provided by bus authorities of the town of … of the proposed optimisation
algorithms. Weather conditions can … the busesposition, battery states and charging events to the …