Machine learning in agriculture: A review

KG Liakos, P Busato, D Moshou, S Pearson, D Bochtis - Sensors, 2018 - mdpi.com
review of research dedicated to applications of machine learning in agricultural production
… demonstrate how agriculture will benefit from machine learning technologies. By applying …

Machine learning in agriculture: A comprehensive updated review

L Benos, AC Tagarakis, G Dolias, R Berruto, D Kateris… - Sensors, 2021 - mdpi.com
Machine Learning in Agriculture Due to the broad range of applications of ML in agriculture,
several reviews … The majority of these review studies have been dedicated to crop disease …

[PDF][PDF] Machine learning in agriculture: A review

A Mirani, MS Memon, R Chohan, AA Wagan… - LUME, 2021 - researchgate.net
… data and suggest some future implementation of the machine vision approaches… Machine
learning statistical techniques are reviewed. The limitation of their work is However this review

Machine learning applications for precision agriculture: A comprehensive review

A Sharma, A Jain, P Gupta, V Chowdary - IEEE Access, 2020 - ieeexplore.ieee.org
… next agriculture revolution. In this article, authors present a systematic review of ML applications
in the field of agriculture… This article demonstrates how knowledge-based agriculture can …

Machine learning in agriculture: a review of crop management applications

I Attri, LK Awasthi, TP Sharma - Multimedia Tools and Applications, 2024 - Springer
agriculture, which directly affects people’s well-being. In this article, a literature review on
machine learning algorithms used in agriculture … how machine learning may improve agriculture

A review on the role of machine learning in agriculture

S Veeragandham, H Santhi - Scalable Computing: Practice and …, 2020 - scpe.org
… The use of machine learning in agriculture helps to increase … on various machine learning
approaches proposed in the past … machine learning algorithms used in the modern agricultural

[PDF][PDF] Applications of machine learning techniques in agricultural crop production: a review paper

S Mishra, D Mishra, GH Santra - Indian J. Sci …, 2016 - sciresol.s3.us-east-2.amazonaws …
… approach for production of agricultural crop management. … and techniques such as machine
learning that can be used to … vector machine are applied in the domain of agriculture were …

Automation in agriculture by machine and deep learning techniques: A review of recent developments

MH Saleem, J Potgieter, KM Arif - Precision Agriculture, 2021 - Springer
… of deep learning over traditional machine learning models for certain … this review article will
be useful to advance the agricultural field of research by studying machine and deep learning

[PDF][PDF] A review on the relevant applications of machine learning in agriculture

NS Ouf - methods, 2018 - researchgate.net
… Several investigators are currently working in agriculture field … review, the integration of
computer science with agriculture … forecasting agricultural crops using different machine learning

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

A Chlingaryan, S Sukkarieh, B Whelan - … and electronics in agriculture, 2018 - Elsevier
… to machine learning (ML) methods. This is due to the capability of machine learning based
… within the last 15 years on machine learning based techniques for accurate crop yield …