Hidden Markov model movement behaviors zebrafish daphnia
World Scientific Publishing Company
Revealing biological responses of organisms in responding to environmental stressors is
the critical issue in contemporary ecological sciences. Markov processes in behavioral data
were unraveled by utilizing the hidden Markov model (HMM). Individual organisms of
daphnia (Daphnia magna) and zebrafish (Danio rerio) were exposed to diazinon at low
concentrations. The transition probability matrix (TPM) and the emission probability matrix
(EPM) were accordingly estimated by training with the HMM and were verified before and ...