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Dayana David

Publications (2)

Weather Based Prediction Models for Disease and Pest Using Machine Learning: A Review

Dayana David · Asian Journal of Agricultural Extension, Economics & Sociology · 2023

Critical review of weather based prediction models of disease and pest attack on crops using machine learning (ML) algorithms are performed in the study. Since suitable weather conditions are the accelerators for the growth and spreading of disease or pest, the prediction models...

Open access Research Article 10.9734/ajaees/2023/v41i112290

A Comparison of Time Series and Machine Learning Approaches for Forecasting Weekly Price of Garbled Black Pepper

Akshaya Ajith, Sajitha Vijayan M & Dayana David · Journal of Scientific Research and Reports · 2025

The present study has made an attempt to identify the best forecasting model to predict weekly price of garbled black pepper from January, 2000 to December, 2020, in Kochi market of Kerala, India. The volatility in prices of black pepper throughout the year poses a significant ch...

Open access Research Article 10.9734/jsrr/2025/v31i83404