Zubayer Islam

Zubayer Islam

University of Central Florida

H-index: 9

North America-United States

About Zubayer Islam

Zubayer Islam, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at University of Central Florida, specializes in the field of Artificial Intelligence, Data Mining, Intelligent Transportation Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Real-time framework to predict crash likelihood and cluster crash severity

Real-time crash prediction on express managed lanes of Interstate highway with anomaly detection learning

Exploring the influence of drivers’ visual surroundings on speeding behavior

Signal phasing and timing prediction using connected vehicle data

Factors affecting injury severity at pedestrian crossing locations with Rectangular RAPID Flashing Beacons (RRFB) using XGBoost and random parameters discrete outcome models

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

Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding

inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data

Zubayer Islam Information

University

Position

___

Citations(all)

268

Citations(since 2020)

266

Cited By

11

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

University of Central Florida

Google Scholar

View Google Scholar Profile

Zubayer Islam Skills & Research Interests

Artificial Intelligence

Data Mining

Intelligent Transportation Systems

Top articles of Zubayer Islam

Title

Journal

Author(s)

Publication Date

Real-time framework to predict crash likelihood and cluster crash severity

Transportation research record

Md Rakibul Islam

Mohamed Abdel-Aty

Zubayer Islam

Amr Abdelraouf

2024/1

Real-time crash prediction on express managed lanes of Interstate highway with anomaly detection learning

Accident Analysis & Prevention

Samgyu Yang

Mohamed Abdel-Aty

Zubayer Islam

Dongdong Wang

2024/6/1

Exploring the influence of drivers’ visual surroundings on speeding behavior

Accident Analysis & Prevention

Mohamed Abdel-Aty

Jorge Ugan

Zubayer Islam

2024/4/1

Signal phasing and timing prediction using connected vehicle data

Transportation research record

Zubayer Islam

Mohamed Abdel-Aty

Jorge Ugan

2024/1

Factors affecting injury severity at pedestrian crossing locations with Rectangular RAPID Flashing Beacons (RRFB) using XGBoost and random parameters discrete outcome models

Accident Analysis & Prevention

Amrita Goswamy

Mohamed Abdel-Aty

Zubayer Islam

2023/3/1

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

Available at SSRN 4726587

Qianqian Jin

Mohamed Abdel-Aty

Jorge Ugan

Zubayer Islam

Ou Zheng

2023/8/14

Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding

Sensors

Jijo K Mathew

Howell Li

Hannah Landvater

Darcy M Bullock

2022/4/9

inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data

arXiv preprint arXiv:2307.03854

BM Anik

Zubayer Islam

Mohamed Abdel-Aty

2023/7/7

Transformer-Conformer Ensemble for Crash Prediction Using Connected Vehicle Trajectory Data

IEEE Open Journal of Intelligent Transportation Systems

Zubayer Islam

Mohamed Abdel-Aty

BM Tazbiul Hassan Anik

2023/12/4

Effect of signal timing on vehicles’ near misses at intersections

Scientific reports

Zubayer Islam

Mohamed Abdel-Aty

Amrita Goswamy

Amr Abdelraouf

Ou Zheng

2023/6/5

Understanding the impact of vehicle dynamics, geometric and non-geometric roadway attributes on surrogate safety measure using connected vehicle data

Accident Analysis & Prevention

Zubayer Islam

Mohamed Abdel-Aty

Nafis Anwari

Md Rakibul Islam

2023/9/1

Automated vehicle to vehicle conflict analysis at signalized intersections by camera and LiDAR sensor fusion

Transportation research record

Alabi Mehzabin Anisha

Mohamed Abdel-Aty

Amr Abdelraouf

Zubayer Islam

Ou Zheng

2023/5

Traffic conflict prediction using connected vehicle data

Analytic methods in accident research

Zubayer Islam

Mohamed Abdel-Aty

2023/9/1

Towards next generation of pedestrian and connected vehicle in-the-loop research: A digital twin co-simulation framework

IEEE Transactions on Intelligent Vehicles

Zijin Wang

Ou Zheng

Liangding Li

Mohamed Abdel-Aty

Carolina Cruz-Neira

...

2023/3/1

Real-time emergency vehicle event detection using audio data

arXiv preprint arXiv:2202.01367

Zubayer Islam

Mohamed Abdel-Aty

2022/2/3

Before Study Evaluation of Interstate 4 (I-4) Florida’s Regional Advanced Mobility Elements (FRAME) Project (Before Analysis)

Mohamed A Abdel-Aty

Zubayer Islam

Md Rakibul Islam

2022/10/27

Using CNN-LSTM to predict signal phasing and timing aided by High-Resolution detector data

Transportation research part C: emerging technologies

Zubayer Islam

Mohamed Abdel-Aty

Nada Mahmoud

2022/8/1

Risk-compensation trends in road safety during COVID-19

Sustainability

Md Rakibul Islam

Mohamed Abdel-Aty

Zubayer Islam

Shile Zhang

2022/4/22

Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data

arXiv preprint arXiv:2203.06059

Zubayer Islam

Mohamed Abdel-Aty

2022/3/9

Evaluation of the impact of communication system on traffic safety under connected and automated vehicles environment

Md Hasibur Rahman

Mohamed Abdel-Aty

Mohamed H Zaki

Zubayer Islam

2021

See List of Professors in Zubayer Islam University(University of Central Florida)

Co-Authors

H-index: 98
M Abdel-Aty

M Abdel-Aty

University of Central Florida

H-index: 35
Md Zahurul Islam

Md Zahurul Islam

Bangladesh University of Engineering and Technology

H-index: 9
Pei Li

Pei Li

University of Central Florida

academic-engine