RESEARCH: Incorporating sparse labels into hidden Markov models using weighted likelihoods improves accuracy and interpretability in biologging studies. Co-authored by @tessmcrae.bsky.social, #BethVolpov, #AndrewTrites and #MarieAuger-Methe journals.plos.org/plosone/arti...
Incorporating sparse labels into hidden Markov models using weighted likelihoods improves accuracy and interpretability in biologging studies
Ecologists often use a hidden Markov model to decode a latent process, such as a sequence of an animal’s behaviours, from an observed biologging time series. Modern technological devices such as video...
journals.plos.org
June 23, 2025 at 4:59 PM
RESEARCH: Incorporating sparse labels into hidden Markov models using weighted likelihoods improves accuracy and interpretability in biologging studies. Co-authored by @tessmcrae.bsky.social, #BethVolpov, #AndrewTrites and #MarieAuger-Methe journals.plos.org/plosone/arti...