6 citations · 11 across the 5 of their papers we have counts for
3 papers · 1 filter
Hidden Markov models with an unknown number of states and a repulsive prior on the state parameters
Ioannis Rotous, Alex Diana, Alessio Farcomeni +2
Hidden Markov models (HMMs) offer a robust and efficient framework for analyzing time series data, modelling both the underlying latent state progression over time and the observat…
eDNAPlus: A unifying modelling framework for DNA-based biodiversity monitoring
Alex Diana, Eleni Matechou, Jim Griffin +5
DNA-based biodiversity surveys involve collecting physical samples from survey sites and assaying the contents in the laboratory to detect species via their diagnostic DNA sequence…
Fast Bayesian inference for large occupancy data sets, using the Polya-Gamma scheme
Alex Diana, Emily Dennis, Eleni Matechou +1
In recent years, the study of species' occurrence has benefited from the increased availability of large-scale citizen-science data. Whilst abundance data from standardized monitor…