Avinash Gopa
CEO & Research Scientist in Agricultural Statistics and AI
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Price Forecasting of TOP (Tomato, Onion and Potato) Commodities using Hidden Markov-based Deep Learning Approach
November 8, 2024Applies a Hidden Markov–based deep learning approach to forecast prices of perishable TOP commodities, aiming to help growers and stakeholders make informed production and marketing decisions.
Hidden Markov guided Deep Learning models for forecasting highly volatile agricultural commodity prices
Presents a framework combining Hidden Markov models with deep learning approaches to improve forecasting of highly volatile agricultural commodity prices, addressing non-stationarity and volatility in time series data.
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