105 citations
4 papers
Modeling bike counts in a bike-sharing system considering the effect of weather conditions
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha
The paper develops a method that quantifies the effect of weather conditions on the prediction of bike station counts in the San Francisco Bay Area Bike Share System. The Random Fo…
Modeling bike availability in a bike-sharing system using machine learning
Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa +3
This paper models the availability of bikes at San Francisco Bay Area Bike Share stations using machine learning algorithms. Random Forest (RF) and Least-Squares Boosting (LSBoost)…
Real-time Estimation of Vehicle Counts on Signalized Intersection Approaches Using Probe Vehicle Data
Mohammad A. Aljamal, Hossam M. Abdelghaffar, Hesham A. Rakha
This paper presents a novel method for estimating the number of vehicles traveling along signalized approaches using probe vehicle data only. The proposed method uses the Kalman Fi…
Eco-Driving at Signalized Intersections: A Multiple Signal Optimization Approach
Hao Yang, Fawaz Almutairi, Hesham A. Rakha
Consecutive traffic signalized intersections can increase vehicle stops, producing vehicle accelerations on arterial roads and potentially increasing vehicle fuel consumption level…