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@article{ART003093033},
author={Lee, Bongkyu},
title={A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning},
journal={Journal of Software Assessment and Valuation},
issn={2092-8114},
year={2024},
volume={20},
number={2},
pages={29-34},
doi={10.29056/jsav.2024.06.04}

TY - JOUR
AU - Lee, Bongkyu
TI - A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning
JO - Journal of Software Assessment and Valuation
PY - 2024
VL - 20
IS - 2
PB - Korea Software Assessment and Valuation Society
SP - 29
EP - 34
SN - 2092-8114
AB - Information and communication technology (ICT) is starting to be applied to agricultural technology. And Research is being actively conducted to control crop production by analyzing data measured using IoT devices with artificial intelligence technologies. Since information about the growth stages of Citrus can be converted into digital data, production control is possible by information and communication technology. In this paper, we propose an artificial intelligence method that predicts the actual amount of citrus. The proposed method presents a prediction model that can be effectively learn data corresponding to factors that can predict the amount of citrus. The model consists of a complex model in form of an ensemble for optimal prediction. The performance of the proposed model is verified using data obtained from actual citrus trees.
KW - Amount of fruit;Machine learning;Regression;Ensemble;Prediction
DO - 10.29056/jsav.2024.06.04
ER -

Lee, Bongkyu. (2024). A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning. Journal of Software Assessment and Valuation, 20(2), 29-34.

Lee, Bongkyu. 2024, "A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning", Journal of Software Assessment and Valuation, vol.20, no.2 pp.29-34. Available from: doi:10.29056/jsav.2024.06.04

Lee, Bongkyu "A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning" Journal of Software Assessment and Valuation 20.2 pp.29-34 (2024) : 29.

Lee, Bongkyu. A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning. 2024; 20(2), 29-34. Available from: doi:10.29056/jsav.2024.06.04

Lee, Bongkyu. "A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning" Journal of Software Assessment and Valuation 20, no.2 (2024) : 29-34.doi: 10.29056/jsav.2024.06.04

Lee, Bongkyu. A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning. Journal of Software Assessment and Valuation, 20(2), 29-34. doi: 10.29056/jsav.2024.06.04

Lee, Bongkyu. A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning. Journal of Software Assessment and Valuation. 2024; 20(2) 29-34. doi: 10.29056/jsav.2024.06.04

Lee, Bongkyu. A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning. 2024; 20(2), 29-34. Available from: doi:10.29056/jsav.2024.06.04

Lee, Bongkyu. "A Prediction System for Amounts of Fruits of a Citrus Tree based on Machine Learning" Journal of Software Assessment and Valuation 20, no.2 (2024) : 29-34.doi: 10.29056/jsav.2024.06.04