A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory PredictionInternational Symposium on Spatial and Temporal Databases (SSTD), 2025 |
Spatial Clustering Approach for Vessel Path IdentificationIEEE Access (IEEE Access), 2024 |
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic
Feature Fusion for Problem ShiftingOcean Engineering (Ocean Eng.), 2023 |
A CNN-LSTM Architecture for Marine Vessel Track Association Using
Automatic Identification System (AIS) DataItalian National Conference on Sensors (INS), 2023 |
Statistical Hypothesis Testing Based on Machine Learning: Large
Deviations AnalysisIEEE Open Journal of Signal Processing (JOSP), 2022 |
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with
Uncertainty EstimationIEEE Transactions on Aerospace and Electronic Systems (TAES), 2022 |
Unfolding AIS transmission behavior for vessel movement modeling on
noisy data leveraging machine learningIEEE Access (IEEE Access), 2022 |