[HTML][HTML] AnimalAccML: An open-source graphical user interface for automated behavior analytics of individual animals using triaxial accelerometers and machine …

G Li, L Chai - Computers and Electronics in Agriculture, 2023 - Elsevier
Automated collection of accelerometer data and subsequent machine learning modeling are
prevalent combined methods for animal behavior recognition. However, there is a lack of …

Using accelerometers to remotely and automatically characterize behavior in small animals

TT Hammond, D Springthorpe… - Journal of …, 2016 - journals.biologists.com
Activity budgets in wild animals are challenging to measure via direct observation because
data collection is time consuming and observer effects are potentially confounding. Although …

Prying into the intimate secrets of animal lives; software beyond hardware for comprehensive annotation in 'Daily Diary'tags

JS Walker, MW Jones, RS Laramee, MD Holton… - Movement ecology, 2015 - Springer
Background Smart tags attached to freely-roaming animals recording multiple parameters at
infra-second rates are becoming commonplace, and are transforming our understanding of …

Assessing the effects of sampling frequency on behavioural classification of accelerometer data

JL Hounslow, LR Brewster, KO Lear… - Journal of experimental …, 2019 - Elsevier
Understanding the behaviours of free-ranging animals over biologically meaningful time
scales (eg, diel, tidal, lunar, seasonal, annual) gives unique insight into their ecology. Bio …