Modelling accelerometer data using HMMs

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• Grünewälder, Broekhuis, Macdonald, Wilson, McNutt, Shawe-Taylor, Hailes (2012), Movement activity based classification of animal behaviour with an application to data from cheetah (Acinonyx jubatus), PLOS ONE

• Phillips, Patterson, Leroy, Pilling, Nicol (2015), Objective classification of latent behavioral states in bio-logging data using multivariate-normal hidden Markov models, Ecological Applications

• Vázquez Diosdado, Barker, Hodges, Amory, Croft, Bell, Codling (2015), Classification of behaviour in housed dairy cows using an accelerometer-based activity monitoring system, Animal Biotelemetry

• Leos-Barajas, Photopoulou, Langrock, Patterson, Watanabe, Murgatroyd, Papastamatiou (in press), Analysis of animal accelerometer data using hidden Markov models, Methods in Ecology and Evolution

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