Improving the performance of machine learning algorithms for detection of individual pests and beneficial insects using feature selection techniques

To reduce damage caused by insect pests, farmers use insecticides to protect produce from crop pests. This practice leads to high synthetic chemical usage because a large portion of the applied insecticide does not reach its intended target; instead, it may affect non-target organisms and pollute th...

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Bibliographic Details

Published in:	Artificial Intelligence in Agriculture
Main Authors:	Rabiu Aminu, Samantha M. Cook, David Ljungberg, Oliver Hensel, Abozar Nasirahmadi
Format:	Article
Language:	English
Published:	KeAi Communications Co., Ltd. 2025-09-01
Subjects:	Feature screening Explainable artificial intelligence Targeted pest control Sustainable agriculture
Online Access:	http://www.sciencedirect.com/science/article/pii/S258972172500039X