Z. R. Sharifov

Intelligent Analysis and Forecasting of Fruit Crop Yields in Tajikistan: A Comparative Study of Time Series and Machine Learning Models

This paper presents the findings of the first comprehensive study on data mining and forecasting of fruit crop yields in the Republic of Tajikistan based on time series covering 1991-2030. Missing data for 1992-1998 were reconstructed using monotonic piecewise cubic Hermite interpolating polynomials (PCHIP). Preliminar...