Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine

Computer Science

• Gradient Boosting 100%
• Financial Time 100%
• Hybrid Approach 100%
• forecasting accuracy 33%
• Time Series Data 33%
• Machine Learning 16%
• Machine Learning Technique 16%
• Temporal Feature 16%
• Series Prediction 16%
• High Dimensional Data 16%
• Decomposition Method 16%

Engineering

• Hybrid Approach 100%
• Shipyard 16%
• Shipowner 16%
• Variational Mode Decomposition 16%