Abstract: Accurate traffic flow prediction is critical for intelligent transportation systems. This paper proposes hybrid models that integrate lightGBM with transformer-based architectures to improve ...
Abstract: Accurate CPU utilization forecasting is essential for intelligent operations (AIOps) in data centers, yet traditional models struggle to capture the complex, nonlinear characteristics of ...
End-to-end production-grade PM2.5 air quality forecasting system for Delhi. Combines gradient-boosted trees with a bidirectional LSTM, automated hyper-parameter optimisation, full MLflow experiment ...
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