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 ...
IEEE

A Hybrid Statistical and Web-based Framework for Accurate Sales Forecasting using SARIMAX

Abstract: This paper presents an intelligent, data-driven forecasting system based on the Seasonal AutoRegressive Integrated Moving Average with Exogenous Variables (SARIMAX) model. The proposed ...