[HTML][HTML] 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 …

An iot-based design using accelerometers in animal behavior recognition systems

DN Tran, TN Nguyen, PCP Khanh… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Cow behavior recognition systems support the assessment of cows' condition by providing
their behavior information. Accelerometers are particularly suited for a non-invasive solution …

[HTML][HTML] Proximity interactions in a permanently housed dairy herd: Network structure, consistency, and individual differences

K Chopra, HR Hodges, ZE Barker… - Frontiers in Veterinary …, 2020 - frontiersin.org
Understanding the herd structure of housed dairy cows has the potential to reveal
preferential interactions, detect changes in behavior indicative of illness, and optimize farm …

Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques

J Liu, DW Bailey, H Cao, TC Son, CT Tobin - Sensors, 2024 - mdpi.com
Global Positioning Systems (GPSs) can collect tracking data to remotely monitor livestock
well-being and pasture use. Supervised machine learning requires behavioral observations …

A review and future trends of precision livestock over dairy and beef cow cattle with artificial intelligence

Á Michelena, Ó Fontenla-Romero… - Logic Journal of the …, 2024 - academic.oup.com
The demand for meat and dairy products is expected to rise significantly in the current
demographic and economic growth context. Concurrently, various factors, including financial …

NB-IoT estrus detection system of dairy cows based on LSTM networks

N Ma, L Pan, S Chen, B Liu - 2020 IEEE 31st Annual …, 2020 - ieeexplore.ieee.org
To improve the revenue of dairy farms, cow estrus must be accurately monitored to track
mating time. Narrow Band Internet of Things (NB-IoT) is considered as a promising …

Real-time behavior recognition of animal: an IoT-based system design using acceleration data

DN Tran, DV Manh, P Van Thanh, AA Shankar… - Multimedia Tools and …, 2024 - Springer
By analyzing large amounts of animal behavior data, humans can assess cattle's condition.
It leads to research and development a field using accelerometers and machine learning …

Designing and evaluating a smart cow monitoring system from a techno-economic perspective

F Vannieuwenborg, S Verbrugge… - 2017 Internet of Things …, 2017 - ieeexplore.ieee.org
Currently, precision dairy-monitoring technologies (PDMT) are gaining interest. These
systems allow to monitor cow health, the time for insemination, and the birthing process …

Deep learning based computer vision technique for automatic heat detection in cows

S Chowdhury, B Verma, J Roberts… - … on Digital Image …, 2016 - ieeexplore.ieee.org
This paper presents a novel deep learning based computer vision technique for
automatically monitoring the heat in cows by detecting the heat detector device such as …

The effectiveness of an automated heat detection system in Brown Swiss heifers when using sexed semen at a large dairy unit

R Mylosyvyi, P Skliarov, O Izhboldina… - Veterinarska …, 2024 - hrcak.srce.hr
Sažetak The identification of cows and heifers in heat and their timely artificial insemination
(AI) is an important issue for large dairy units. The objective of the research was to study the …