78 citations · 234 across the 33 of their papers we have counts for
3 papers · 1 filter
Topological Stability: a New Algorithm for Selecting The Nearest Neighbors in Non-Linear Dimensionality Reduction Techniques
Mohammed Elhenawy, Mahmoud Masoud, Sebastian Glaser +1
In the machine learning field, dimensionality reduction is an important task. It mitigates the undesired properties of high-dimensional spaces to facilitate classification, compres…
Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach
Mohammed Elhenawy, Arash Jahangiri, Hesham Rakha
In this paper we adopted state-of-the-art machine learning algorithms, namely: random forest (RF) and least squares boosting, to model crash data and identify the optimum model to…
Open-plan Glare Evaluator (OGE): A Demonstration of a New Glare Prediction Approach Using Machine Learning Algorithms
Ayman Wagdy, Veronica Garcia-Hansen, Mohammed Elhenawy +3
Predicting discomfort glare in open-plan offices is a challenging problem. Although glare research has existed for more than 50 years, all current glare metrics have accuracy limit…