Short‐term traffic flow prediction with linear conditional Gaussian Bayesian network

Z Zhu, B Peng, C Xiong, L Zhang - Journal of advanced …, 2016 - Wiley Online Library
Traffic flow prediction is an essential part of intelligent transportation systems (ITS). Most of
the previous traffic flow prediction work treated traffic flow as a time series process only …

Understanding parking decisions with structural equation modeling

F Zong, P Yu, J Tang, X Sun - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
Abstract Analysis of parking behavior and the mechanism of parking decisions is essential
for balancing the spatial–temporal distribution of parking and formulating parking …

Analyzing traffic crash severity with combination of information entropy and Bayesian network

F Zong, X Chen, J Tang, P Yu, T Wu - IEEE Access, 2019 - ieeexplore.ieee.org
The analysis of severity causality for traffic crash is essential for enhancing the crash rescue
responding speed, thereby reducing the casualties and property losses caused by roadway …

A machine learning approach for modelling parking duration in urban land-use

J Parmar, P Das, SM Dave - Physica A: Statistical Mechanics and its …, 2021 - Elsevier
Parking is an inevitable issue in the fast-growing developing countries. Increasing number of
vehicles require more and more urban land to be allocated for parking. However, a little …

Social media analysis of car parking behavior using similarity based clustering

N Arhab, M Oussalah, MS Jahan - Journal of big Data, 2022 - Springer
This paper investigates car parking users' behaviors from social media perspective using
social network based analysis of online communities revealed by mining the associated …

An extensive review on data mining methods and clustering models for intelligent transportation system

S Anand, P Padmanabham, A Govardhan… - Journal of Intelligent …, 2018 - degruyter.com
Data mining techniques support numerous applications of intelligent transportation systems
(ITSs). This paper critically reviews various data mining techniques for achieving trip …

Dependence of parking pricing on land use and time of day

F Zong, Y He, Y Yuan - Sustainability, 2015 - mdpi.com
A key strategy of sustainable transportation, parking pricing can directly contribute to
decreased greenhouse gas emissions and air pollution. This paper describes an optimal …

Analysis of user's car parking behaviour through twitter hashtags

N Arhab, M Oussalah, Y Bounab - Expert Systems, 2023 - Wiley Online Library
Due to its ease and popularity, social media has recently become an essential source of
data for researchers and various stakeholder groups that seek a reliable assessment of their …

Analysis of car parking industry from social community perspective

N Arhab, M Oussalah, H Kokkonen… - Social Network Analysis …, 2022 - Springer
In the era of web 2.0, social media has reshaped several industries nowadays, putting
citizen's view at the heart of their strategy and business model. This paper put forward a new …

Searching for parking in a busy downtown district: an agent-based computational and analytical model

N Dutta, A Nicolas - 2021 International Symposium on …, 2021 - ieeexplore.ieee.org
Finding a place to park one's car is a serious issue in contemporary urban mobility. Despite
the importance of the topic (30% of cars might be cruising for parking in many large cities) …