Survey on traffic prediction in smart cities

AM Nagy, V Simon - Pervasive and Mobile Computing, 2018 - Elsevier
The rapid development in machine learning and in the emergence of new data sources
makes it possible to examine and predict traffic conditions in smart cities more accurately …

Dynamic pricing techniques for Intelligent Transportation System in smart cities: A systematic review

S Saharan, S Bawa, N Kumar - Computer Communications, 2020 - Elsevier
Dynamic pricing plays an important role in modern Intelligent Transportation System (ITS) in
solving problems such as congestion control, peak load reduction, mobility management of …

A deep learning approach to real-time parking occupancy prediction in transportation networks incorporating multiple spatio-temporal data sources

S Yang, W Ma, X Pi, S Qian - Transportation Research Part C: Emerging …, 2019 - Elsevier
A deep learning model is adopted for predicting block-level parking occupancy in real time.
The model leverages Graph-Convolutional Neural Networks (GCNN) to extract the spatial …

Smart parking: A literature review from the technological perspective

JJ Barriga, J Sulca, JL León, A Ulloa, D Portero… - Applied Sciences, 2019 - mdpi.com
The development and high growth of the Internet of Things (IoT) have improved quality of life
and strengthened different areas in society. Many cities worldwide are looking forward to …

Modeling and optimization of multimodal urban networks with limited parking and dynamic pricing

N Zheng, N Geroliminis - Transportation Research Part B: Methodological, 2016 - Elsevier
Cruising-for-parking constraints mobility in urban networks. Car-users may have to cruise for
on-street parking before reaching their destinations. The accessibility and the cost of parking …

Dynamic pricing and reservation for intelligent urban parking management

C Lei, Y Ouyang - Transportation Research Part C: Emerging …, 2017 - Elsevier
Despite rapid advances of information technologies for intelligent parking systems, it
remains a challenge to optimally manage limited parking resources in busy urban …

Macroscopic parking dynamics modeling and optimal real-time pricing considering cruising-for-parking

Z Gu, A Najmi, M Saberi, W Liu, TH Rashidi - Transportation Research Part …, 2020 - Elsevier
Network traffic congestion is known to be partially caused by vehicles cruising for parking. In
this paper, we quantify and assess the effect of cruising-for-parking by develo** a …

Shared parking acceptance under perceived network externality and risks: Theory and evidence

Y Ning, M Yan, SX Xu, Y Li, L Li - … Research Part A: Policy and Practice, 2021 - Elsevier
Despite the increasing interest in shared parking, little attention has been devoted to its
perceptions and acceptance among drivers. To fill such a gap, this paper develops a novel …

An efficient smart parking pricing system for smart city environment: A machine-learning based approach

S Saharan, N Kumar, S Bawa - Future Generation Computer Systems, 2020 - Elsevier
Now-a-days, with the ever increasing number of vehicles, getting parking space at right
place and on time has become an inevitable necessity for all across the globe. In this …

A reservation and allocation model for shared-parking addressing the uncertainty in drivers' arrival/departure time

S Wang, Z Li, N **e - Transportation research part C: emerging …, 2022 - Elsevier
Various solutions have been proposed to alleviate the shortage of parking places, including
parking reservation systems and shared-parking systems. In such systems, drivers submit …