ForecastIQ: An Intelligent Adaptive Forecasting Decision Support System Powered by AES-FA

About the Project

ForecastIQ is an intelligent time series forecasting platform developed to support accurate and adaptive forecasting of nonlinear time series data. The platform incorporates Adaptive Exponential Smoothing with Embedded Fuzzy Adjustment (AES-FA), which dynamically adjusts forecasting parameters based on changes in data behaviour. ForecastIQ provides an integrated workflow including data input, model configuration, forecasting, model comparison, accuracy evaluation, and future prediction. The platform aims to provide a user-friendly and practical forecasting solution for researchers and users dealing with changing and nonlinear time series patterns.