IEEE

A Hybrid Machine Learning Framework for Water Quality Index Prediction Using Feature-Based Neural Network Initialization

Abstract: Accurate prediction of the water quality index is essential for protecting public health and managing freshwater resources. Existing models often rely on arbitrary weight initialization and ...
IEEE

A Hybrid Machine Learning Framework for Daily Dairy Demand Forecasting: Integrating SARIMAX and XGBoost for Seasonal Production Optimization

Abstract: Accurate demand forecasting is a critical requirement in the dairy industry, where fluctuations in consumption, seasonal effects, and product perishability create significant operational ...
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The new Lexus UX 300h hybrid is great for daily use

The new Lexus UX 300h Hybrid offers a nice mix of comfort, efficiency, and everyday usability. Its smooth hybrid character, modern design, and comfortable cabin make it feel practical for different ...