Search Results for author: Hesham Rakha

Found 6 papers, 0 papers with code

Optimization of Vehicle Trajectories Considering Uncertainty in Actuated Traffic Signal Timings

no code implementations25 Aug 2022 Amr Shafik, Seifeldeen Eteifa, Hesham Rakha

The results present the required levels of confidence in these predictions to achieve most of the possible savings in fuel consumption.

Environmental and Safety Impacts of Vehicle-to-Everything Enabled Applications: A Review of State-of-the-Art Studies

no code implementations7 Dec 2021 Jianhe Du, Kyoungho Ahn, Mohamed Farag, Hesham Rakha

With the rapid development of communication technology, connected vehicles (CV) have the potential, through the sharing of data, to enhance vehicle safety and reduce vehicle energy consumption and emissions.

A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings from the City of Austin, TX

no code implementations7 Jun 2020 Mohammed Hamad Almannaa, Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham Rakha

Results also show a similar usage pattern for the average speed of e-bikes and e-scooters throughout the days of the week and a different usage pattern for the average speed of e-bikes and e-scooters over the hours of the day.

Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach

no code implementations7 Nov 2019 Mohammed Elhenawy, Arash Jahangiri, Hesham Rakha

The RF was used to compute the importance of the lane width predictors in our regression model based on two different measures.

BIG-bench Machine Learning

Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City

no code implementations23 Sep 2019 Shiwali Mohan, Hesham Rakha, Matthew Klenk

Our research aims at developing intelligent systems to reduce the transportation-related energy expenditure of a large city by influencing individual behavior.

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