Zubayer Islam

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Hi, my name is Zubayer Islam, I am currently working as a Post-Doctoral Scholar in the University of Central Florida.

My research portfolio covers a broad domain of smart cities in the field of transportation safety and mobility. My interdisciplinary background in Civil Engineering (Ph.D.), Computer Science (M.S.), and Electrical and Eletronic Engineering (B.S.) put me in a favorable position to pursue transportation engineering questions from an unique perspective.

I have published several scientific articles relating to the application of transportation using machine learning and artificial intelligence in several prestigious journals. I have also assisted my supervisor in writing several grant applications. I have served as the committee member of two Ph.D. and three M.S students. I aim to tackle various challenges in smart sensing, smart mobility, big data analytics, artificial intelligence, and machine learning.

I have also gained teaching experience as an Adjunct Faculty in the University of Central Florida where I have taught Introduction to Smart Cities during Fall 2022.

News

Apr 1, 2023 Our paper is accepted at Analytical Methods in Accident Research!!! Link
Jan 8, 2023 Presented 6 posters at TRB and also had a presentation at AED 50 Urban Data Subcommittee.
Jan 1, 2023 A paper I co-authored is accepted at Accident Analysis and Prevention. Link

Selected Publications

  1. AAP
    Crash data augmentation using variational autoencoder
    Zubayer Islam, Mohamed Abdel-Aty, Qing Cai, and Jinghui Yuan
    Accident Analysis & Prevention, 2021
  2. 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
  3. 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
  4. AMAR
    Traffic Conflict Prediction Using Connected Vehicle Data
    Zubayer Islam, and Mohamed Abdel-Aty
    Analytic Methods in Accident Research, 2023
  5. 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
  6. 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