Search Results for author: Huthaifa I. Ashqar

Found 5 papers, 0 papers with code

Modeling bike counts in a bike-sharing system considering the effect of weather conditions

no code implementations13 Jun 2020 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.

regression

Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis

no code implementations12 Jun 2020 Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha

RQA features are added to traditional time domain features to investigate the classification accuracy when using binary, four-class, and five-class Random Forest classifiers.

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.

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