A new method for inferring hidden Markov models from noisy time sequences

D Kelly, M Dillingham, A Hudson, K Wiesner - PloS one, 2012 - journals.plos.org
We present a new method for inferring hidden Markov models from noisy time sequences
without the necessity of assuming a model architecture, thus allowing for the detection of …

Inferring hidden Markov models from noisy time sequences: A method to alleviate degeneracy in molecular dynamics

D Kelly, M Dillingham, A Hudson, K Wiesner - arXiv preprint arXiv …, 2010 - arxiv.org
We present a new method for inferring hidden Markov models from noisy time sequences
without the necessity of assuming a model architecture, thus allowing for the detection of …