publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. arXiv preprint
    MoCo-AIS: A Contrastive Learning Framework for Similarity Computation of Vessel Trajectory
    Ruixin Song, Md Mahbub Alam, Zahra Sadeghi, and 3 more authors
    In , 2026
    Under review

2025

  1. IEEE BigData
    Modeling Maritime Transportation Behavior Using AIS Trajectories and Markovian Processes in the Gulf of St. Lawrence
    Gabriel Spadon, Ruixin Song, Vaishnav Vaidheeswaran, and 3 more authors
    In IEEE International Conference on Big Data (IEEE BigData), 2025
    arXiv

2024

  1. Sci. Rep.
    Enhancing Global Maritime Traffic Network Forecasting with Gravity-Inspired Deep Learning Models
    Ruixin Song, Gabriel Spadon, Ronald Pelot, and 2 more authors
    Scientific Reports, 2024
    R. Song and G. Spadon contributed equally
    DOI
  2. M.Sc. Thesis
    Temporal Analysis and Gravity-Informed Marine Traffic Forecasting for Non-Indigenous Species Risk Assessment Through Ballast Water
    Ruixin Song
    Memorial University of Newfoundland, 2024

2023

  1. Canadian AI
    Network Analysis and Vessel Flow Prediction for Risk Assessment of Biological Invasion of Non-indigenous Aquatic Species
    Ruixin Song
    In 36th Canadian Conference on Artificial Intelligence, Graduate Student Symposium, 2023
  2. Biol. Invasions
    A Temporal Assessment of Risk of Non-indigenous Species Introduction by Ballast Water to Canadian Coastal Waters Based on Environmental Similarity
    Ruixin Song, Yashar Tavakoli, Sarah A. Bailey, and 1 more author
    Biological Invasions, 2023
    DOI