Application and prospective discussion of machine learning for the management of dairy farms

M Cockburn - Animals, 2020 - mdpi.com
Simple Summary Machine learning (ML) offers new approaches for analyzing data and is
particularly interesting for large datasets. Dairy farmers implement a wide range of sensors …

Towards a positive welfare protocol for cattle: a critical review of indicators and suggestion of how we might proceed

LJ Keeling, C Winckler, S Hintze… - Frontiers in animal …, 2021 - frontiersin.org
Current animal welfare protocols focus on demonstrating the absence (or at least low levels)
of indicators of poor welfare, potentially creating a mismatch between what is expected by …

Long-term consistency of personality traits of cattle

HW Neave, JHC Costa, DM Weary… - Royal Society …, 2020 - royalsocietypublishing.org
Personality is often defined as the behaviour of individual animals that is consistent across
contexts and over time. Personality traits may become unstable during stages of ontogeny …

Affective state recognition in livestock—artificial intelligence approaches

S Neethirajan - Animals, 2022 - mdpi.com
Simple Summary Emotions or affective states recognition in farm animals is an
underexplored research domain. Despite significant advances in animal welfare research …

Housing and personality effects on judgement and attention biases in dairy cows

L Kremer, JD Bus, LE Webb, EAM Bokkers, B Engel… - Scientific Reports, 2021 - nature.com
Affective states can be inferred from responses to ambiguous and threatening stimuli, using
Judgement Bias Tasks (JBTs) and Attention Bias Tasks (ABTs). We investigated the …

[HTML][HTML] Toward on-farm measurement of personality traits and their relationships to behavior and productivity of grazing dairy cattle

HW Neave, G Zobel, H Thoday, K Saunders… - Journal of Dairy …, 2022 - Elsevier
There is growing evidence that animal personality is linked to a range of productivity traits in
farm animals, including dairy cattle. To date, the methodology for assessing personality traits …

[HTML][HTML] Effect of training method and dairy cow personality traits on adaptation to an automated milking system

JE Brasier, AJ Schwanke, R Bergeron, DB Haley… - Journal of Dairy …, 2025 - Elsevier
Training dairy cows on the automated milking system (AMS) can improve their performance;
however, the ideal training method and how a cow's individual personality relates to training …

[HTML][HTML] The influence of personality and weaning method on early feeding behavior and growth of Norwegian Red calves

L Whalin, HW Neave, JF Johnsen, CM Mejdell… - Journal of Dairy …, 2022 - Elsevier
Some research has described a relationship between personality and feeding behavior at
weaning in Holstein dairy calves; our objective was to determine if personality traits …

[HTML][HTML] Social housing improves dairy calves' performance in a competition test

M Suchon, T Ede, B Vandresen… - JDS communications, 2023 - Elsevier
On most dairy farms, calves are housed individually until weaning. However, depriving
calves of an early social environment impairs behavioral development. We studied the effect …

Incorporating temperament traits in dairy cattle breeding programs: Challenges and opportunities in the phenomics era

Y Chang, LF Brito, AB Alvarenga, Y Wang - Animal Frontiers, 2020 - academic.oup.com
Implications Cattle temperament can be described based on reactivity to human handling,
novel objects, or stressful situations. Despite its economic and welfare implications, there is …