Search Results for author: Walid Gomaa

Found 7 papers, 1 papers with code

Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones

no code implementations29 Aug 2021 Ahmed B. Zaky, Mohamed A. Khamis, Walid Gomaa

The proposed model is validated using a real dataset to predict the driver behavior in short duration periods.

Model Selection Motion Detection

Trans-Sense: Real Time Transportation Schedule Estimation Using Smart Phones

no code implementations14 Jun 2019 Ali AbdelAziz, Amin Shoukry, Walid Gomaa, Moustafa Youssef

This paper aims at designing and implementing a crowd-sourced mobile phones-based solution to estimate the expected waiting time of a passenger in public transit systems, the prediction of the remaining time to get on/off a vehicle, and to construct a real time public transit schedule.

MARL-FWC: Optimal Coordination of Freeway Traffic Control Measures

no code implementations27 Aug 2018 Ahmed Fares, Walid Gomaa, Mohamed A. Khamis

The objective of this article is to optimize the overall traffic flow on freeways using multiple ramp metering controls plus its complementary Dynamic Speed Limits (DSLs).

Multi-agent Reinforcement Learning Q-Learning

Deep learning is competing random forest in computational docking

no code implementations23 Aug 2016 Mohamed Khamis, Walid Gomaa, Basem Galal

For the docking and screening powers, the proposed learning scoring functions depend on the intermolecular features of the RF-Score to utilize a larger number of training complexes.

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