Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers
R Otsuka, N Yoshimura, K Tanigaki… - Methods in Ecology …, 2024 - Wiley Online Library
Abstract Machine learning‐based behaviour classification using acceleration data is a
powerful tool in bio‐logging research. Deep learning architectures such as convolutional …
powerful tool in bio‐logging research. Deep learning architectures such as convolutional …
Accelerometer-based predictions of behaviour elucidate factors affecting the daily activity patterns of spotted hyenas
P Minasandra, FH Jensen… - Royal Society …, 2023 - royalsocietypublishing.org
Animal activity patterns are highly variable and influenced by internal and external factors,
including social processes. Quantifying activity patterns in natural settings can be …
including social processes. Quantifying activity patterns in natural settings can be …
How to treat mixed behavior segments in supervised machine learning of behavioural modes from inertial measurement data
The application of supervised machine learning methods to identify behavioural modes from
inertial measurements of bio-loggers has become a standard tool in behavioural ecology …
inertial measurements of bio-loggers has become a standard tool in behavioural ecology …
The Future Is Computational Comparative Cognition
Computational modeling should and will play an increasingly important role in the future of
comparative cognition. Computational comparative cognition is a burgeoning field, poised to …
comparative cognition. Computational comparative cognition is a burgeoning field, poised to …
Accelerometer-based predictions of behaviour elucidate factors affecting the daily activity patterns of spotted hyenas
Animal activity patterns are highly variable and influenced by internal and external factors,
including social processes. Quantifying activity patterns in natural settings can be …
including social processes. Quantifying activity patterns in natural settings can be …
[PDF][PDF] The Critical Human Elements in Using Artificial Intelligence in Comparative Cognition Studies
C Casey, C Reichmuth - Comparative Cognition & Behavior …, 2024 - pinnipedlab.ucsc.edu
The past 5 years have seen a revolution in the use of artificial intelligence (AI) across a wide
range of disciplines, from the sciences to education to the performing arts (Haenlein & …
range of disciplines, from the sciences to education to the performing arts (Haenlein & …