top of page
Create Your First Project
Start adding your projects to your portfolio. Click on "Manage Projects" to get started
Maritime Accident Analysis and Bayesian Network Modeling with Weather Integration
Project type
Machine Learning & Bayesian Statistics
Date
April 2025
Location
Deakin University, Victoria, Australia
Link
Integrated maritime accident data with weather data to build Bayesian networks uncovering probabilistic dependencies between vessel attributes, safety systems, and environmental conditions. Applied structure learning algorithms (Tabu Search, MMHC, GS, Fast-IAMB) and quantile-based discretization for improved inference.
bottom of page