2025:
- Practical Guidelines for Validation of Supervised Machine Learning Models in Accelerometer-based Animal Behaviour Classification. O Wilson, D Schoeman, A Bradley, C Clemente. (2025) Journal of Animal Ecology. http://doi.org/10.1111/1365-2656.70054
- Ignoring What We Don’t Know in Accelerometer-based Behaviour Classification: The Open Set Recognition Problem. O Wilson, D Schoeman, B Ferdinandy, C Clemente. (2025) Journal of Experimental Biology. https://doi.org/10.1242/jeb.250722
- Between the Trees: Quantifying Koala Ground Movement for Conservation. G Sparkes, O Wilson, W Ellis, S FitzGibbon, B Barth, C Clemente, M Crowther, R Wilson. (2025) Animals. https://doi.org/10.3390/ani15243537
In Review:
- Refining Accelerometer-based Animal Behaviour Classification Outputs With Sequence-Informed Post-Processing. O Wilson, H Yu, D Schoeman, C Clemente.
- Conservation gains without movement costs: Evaluating a cat-borne predation deterrent. O Wilson, N Galea, D Schoeman, J Annett, C Clemente.
In Prep:
- Vectorial Dynamic Body Acceleration Energy-use Estimates Does Not Scale With Body Mass in Animal-Borne Accelerometer Field Data. O Wilson, P van Bijlert, I Lindemann, J Annett, C Clemente.