Artificial intelligence in animal farming: A systematic literature review

J Bao, Q Xie - Journal of Cleaner Production, 2022 - Elsevier
Some scientific researches have been conducted recently based on Artificial Intelligence
(AI) to solve animal welfare and health related problems. However, no review study was …

A systematic literature review on the use of machine learning in precision livestock farming

R García, J Aguilar, M Toro, A Pinto… - … and Electronics in …, 2020 - Elsevier
This article presents a systematic literature review of recent works on the use of machine
learning (ML) in precision livestock farming (PLF), focusing on two areas of interest: grazing …

Over 20 years of machine learning applications on dairy farms: A comprehensive mapping study

P Shine, MD Murphy - Sensors, 2021 - mdpi.com
Machine learning applications are becoming more ubiquitous in dairy farming decision
support applications in areas such as feeding, animal husbandry, healthcare, animal …

[HTML][HTML] Livestock feeding behaviour: A review on automated systems for ruminant monitoring

JO Chelotti, LS Martinez-Rau, M Ferrero… - Biosystems …, 2024 - Elsevier
Livestock feeding behaviour is an influential research area in animal husbandry and
agriculture. In recent years, there has been a growing interest in automated systems for …

Identification and classification for sheep foraging behavior based on acoustic signal and deep learning

K Wang, P Wu, H Cui, C Xuan, H Su - Computers and electronics in …, 2021 - Elsevier
It is very significant to monitor livestock foraging behavior accurately and in real-time to
further improve pasture management and livestock welfare. Although various algorithms …

A novel method for broiler abnormal sound detection using WMFCC and HMM

L Liu, B Li, R Zhao, W Yao, M Shen… - Journal of sensors, 2020 - Wiley Online Library
Broilers produce abnormal sounds such as cough and snore when they suffer from
respiratory diseases. The aim of this research work was to develop a method for broiler …

An online method for estimating grazing and rumination bouts using acoustic signals in grazing cattle

JO Chelotti, SR Vanrell, LSM Rau, JR Galli… - … and Electronics in …, 2020 - Elsevier
The growth of the world population expected for the next decade will increase the demand
for products derived from cattle (ie, milk and meat). In this sense, precision livestock farming …

Daylong acoustic recordings of grazing and rumination activities in dairy cows

LS Martinez-Rau, JO Chelotti, M Ferrero, SA Utsumi… - Scientific Data, 2023 - nature.com
Monitoring livestock feeding behavior may help assess animal welfare and nutritional status,
and to optimize pasture management. The need for continuous and sustained monitoring …

Predicting the feed intake of cattle based on jaw movement using a triaxial accelerometer

L Ding, Y Lv, R Jiang, W Zhao, Q Li, B Yang, L Yu… - Agriculture, 2022 - mdpi.com
The use of an accelerometer is considered as a promising method for the automatic
measurement of the feeding behavior or feed intake of cattle, with great significance in …

Classifying ingestive behavior of dairy cows via automatic sound recognition

G Li, Y Xiong, Q Du, Z Shi, RS Gates - Sensors, 2021 - mdpi.com
Determining ingestive behaviors of dairy cows is critical to evaluate their productivity and
health status. The objectives of this research were to (1) develop the relationship between …