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maritime-analytics

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kokoulittle / maritime-engine-anomaly-detection

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Unsupervised anomaly detection pipeline for maritime engine telemetry, combining IQR, One-Class SVM, and Isolation Forest with overlap analysis to surface high-confidence abnormal operating patterns.

python machine-learning scikit-learn outlier-detection feature-engineering unsupervised-learning anomaly-detection isolation-forest predictive-maintenance condition-monitoring one-class-svm maritime-analytics
  • Updated Feb 26, 2026
  • Jupyter Notebook

RazerArdi / maritime-logistics-risk-optimization-ais

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High-performance spatiotemporal analysis of AIS vessel traffic (US Coastal Waters, June 2025) correlated with NOAA incident reports. Features an interactive Dash analytical dashboard for fleet monitoring, navigational risk assessment, and operational efficiency insights.

python data-science big-data predictive-modeling risk-assessment geospatial-analysis ais-data dash-plotly logistics-optimization maritime-analytics
  • Updated Jan 1, 2026
  • Jupyter Notebook

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