Publications

2023

  1. AAP
    Factors affecting injury severity at pedestrian crossing locations with Rectangular RAPID Flashing Beacons (RRFB) using XGBoost and random parameters discrete outcome models
    Amrita Goswamy, Mohamed Abdel-Aty, and Zubayer Islam
    Accident Analysis & Prevention, 2023
  2. IEEE
    Towards Next Generation of Pedestrian and Connected Vehicle In-the-loop Research: A Digital Twin Co-Simulation Framework
    Zijin Wang, Ou Zheng, Liangding Li, Mohamed Abdel-Aty, Carolina Cruz-Neira, and Zubayer Islam
    IEEE Transactions on Intelligent Vehicles, 2023
  3. AMAR
    Traffic Conflict Prediction Using Connected Vehicle Data
    Zubayer Islam, and Mohamed Abdel-Aty
    Analytic Methods in Accident Research, 2023
  4. arXiv
    Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding
    Jorge Ugan, Mohamed Abdel-Aty, and Zubayer Islam
    arXiv preprint arXiv:2303.16396, 2023
  5. Real-Time Framework to Predict Crash Likelihood and Cluster Crash Severity
    Md Rakibul Islam, Mohamed Abdel-Aty, Zubayer Islam, and Amr Abdelraouf
    Transportation Research Record, 2023
  6. Signal Phasing and Timing Prediction Using Connected Vehicle Data
    Zubayer Islam, Mohamed Abdel-Aty, and Jorge Ugan
    Transportation Research Record, 2023
  7. Understanding the impact of vehicle dynamics, geometric and non-geometric roadway attributes on surrogate safety measure using connected vehicle data
    Zubayer Islam, Mohamed Abdel-Aty, Nafis Anwari, and Md Rakibul Islam
    Accident Analysis & Prevention, 2023
  8. Nature
    Effect of signal timing on vehicles’ near misses at intersections
    Zubayer Islam, Mohamed Abdel-Aty, Amrita Goswamy, Amr Abdelraouf, and Ou Zheng
    Scientific Reports, 2023
  9. inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data
    BM Anik, Zubayer Islam, and Mohamed Abdel-Aty
    arXiv preprint arXiv:2307.03854, 2023

2022

  1. arXiv
    Real-time Emergency Vehicle Event Detection Using Audio Data
    Zubayer Islam, and Mohamed Abdel-Aty
    arXiv preprint arXiv:2202.01367, 2022
  2. arXiv
    Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data
    Zubayer Islam, and Mohamed Abdel-Aty
    arXiv preprint arXiv:2203.06059, 2022
  3. SUS
    Risk-compensation trends in road safety during covid-19
    Md Rakibul Islam, Mohamed Abdel-Aty, Zubayer Islam, and Shile Zhang
    Sustainability, 2022
  4. TRC
    Using CNN-LSTM to predict signal phasing and timing aided by High-Resolution detector data
    Zubayer Islam, Mohamed Abdel-Aty, and Nada Mahmoud
    Transportation research part C: emerging technologies, 2022
  5. arXiv
    Modelling the Relationship Between Post Encroachment Time and Signal Timings Using UAV Video data
    Zubayer Islam, Mohamed Abdel-Aty, Amrita Goswamy, Amr Abdelraouf, and Ou Zheng
    arXiv preprint arXiv:2210.05044, 2022
  6. TRR
    Automated Vehicle to Vehicle Conflict Analysis at Signalized Intersections by Camera and LiDAR Sensor Fusion
    Alabi Mehzabin Anisha, Mohamed Abdel-Aty, Amr Abdelraouf, Zubayer Islam, and Ou Zheng
    Transportation Research Record, 2022

2021

  1. AAP
    Crash data augmentation using variational autoencoder
    Zubayer Islam, Mohamed Abdel-Aty, Qing Cai, and Jinghui Yuan
    Accident Analysis & Prevention, 2021
  2. TRB
    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, and Zubayer Islam
    2021
  3. TRR
    Real-time vehicle trajectory estimation based on lane change detection using smartphone sensors
    Zubayer Islam, and Mohamed Abdel-Aty
    Transportation research record, 2021
  4. BDAT
    Sensor-Based Transportation Mode Recognition Using Variational Autoencoder
    Zubayer Islam, and Mohamed Abdel-Aty
    Journal of Big Data Analytics in Transportation, 2021
  5. TRR
    Driving maneuvers detection using semi-supervised long short-term memory and smartphone sensors
    Pei Li, Mohamed Abdel-Aty, and Zubayer Islam
    Transportation research record, 2021
  6. Applying Machine Learning Techniques to Improve Safety and Mobility of Urban Transportation Systems Using Infrastructure-and Vehicle-Based Sensors
    Zubayer Islam
    2021

2020

  1. Using Smartphone as On-board unit (OBU) Emulator Implementation Study
    Mohamed A Abdel-Aty, Qing Cai, Shaurya Agarwal, Zubayer Islam, Peiheng Li, Shile Zhang, and 3 more authors
    2020
  2. IEEE
    A deep learning approach to detect real-time vehicle maneuvers based on smartphone sensors
    Pei Li, Mohamed Abdel-Aty, Qing Cai, and Zubayer Islam
    IEEE Transactions on Intelligent Transportation Systems, 2020

2017

  1. IEEE
    Plasmonic solar cell with annular apertures and Ag grating supporting fabry-perot modes
    Zubayer Islam, and Md Zahurul Islam
    In 2017 IEEE International Conference on Telecommunications and Photonics (ICTP), 2017
  2. IEEE
    Object recognition and real-time spoken word recognition using two-fold dynamic time warping for autonomous arm manipulator
    Irfan Al-Hussaini, Zubayer Islam, Antik Mallick, and Md Ekramul Hoque
    In 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2017