Zubayer Islam

University of Central Florida

4000 Central Florida Blvd

Orlando, FL 32816-1400

United States

  • University of Central Florida

SCHOLARLY PAPERS

5

DOWNLOADS

186

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Propagation of Positional Errors in Traffic Conflict Analysis

Number of pages: 27 Posted: 31 May 2024
Yang-Jun Joo, Zubayer Islam, Mohamed Abdel-Aty and Dong-Kyu Kim
University of Central Florida, University of Central Florida, University of Central Florida and Seoul National University
Downloads 51 (853,390)

Abstract:

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Traffic conflict measures, Error propagation, Vehicle trajectory, Positional error

2.

Real-Time Crash Prediction on Interstate 4 Express Managed Lanes with Anomaly Detection Learning

Number of pages: 37 Posted: 23 Jan 2024
Samgyu Yang, Mohamed Abdel-Aty, Zubayer Islam and Dongdong Wang
University of Central Florida, University of Central Florida, University of Central Florida and University of Central Florida
Downloads 48 (878,082)

Abstract:

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traffic safety, Real-time Crash Prediction, Deep Learning, Anomaly Detection, Managed Lanes, Mobility

3.

Identifying the Threshold Discrepancy of Rear-End Conflicts Under Clear and Rainy Weather Conditions Using Trajectory Data

Number of pages: 33 Posted: 14 Feb 2024
Qianqian Jin, Mohamed Abdel-Aty, Jorge Ugan, Zubayer Islam and Ou Zheng
University of Central Florida, University of Central Florida, University of Central Florida, University of Central Florida and University of Central Florida
Downloads 34 (1,001,800)

Abstract:

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Keywords: Threshold selection, Weather characteristics, Surrogate measure of safety, Rear-end conflicts, Drone trajectory data.

4.

Factors Affecting Injury Severity at Pedestrian Crossing Locations with Rectangular Rapid Flashing Beacons (RRFB) Using XGBoost and Random Parameters Discrete Choice Models

Number of pages: 22 Posted: 20 Sep 2022
Amrita Goswamy, Mohamed Abdel-Aty and Zubayer Islam
University of Central Florida, University of Central Florida and University of Central Florida
Downloads 34 (1,001,800)

Abstract:

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Rectangular Rapid Flashing Beacon, Crash severity, pedestrian crashes, nighttime crashes, XGBoost, random parameters

5.

An Ensemble Time-Embedded Transformer Model for Traffic Conflict Prediction at Rrfb Pedestrian Crossings

Number of pages: 24 Posted: 28 Jan 2025
Md Jamil Ahsan, Mohamed Abdel-Aty, B M Tazbiul Hassan Anik and Zubayer Islam
University of Central Florida, University of Central Florida, University of Central Florida and University of Central Florida
Downloads 19 (1,178,167)

Abstract:

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Rectangular Rapid Flashing Beacons, Conflict Prediction, Computer Vision, Time-embedded Transformer model