Author

Borislav Vangelov

Imperial College London

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:statistical model· 1

Frequent Co-Authors

Mauricio BarahonaiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 22, 2017

Modelling the Dynamics of Biological Systems with the Geometric Hidden Markov Model

Borislav Vangelov, Mauricio Barahona

This paper introduces the geometric hidden Markov model (GHMM) to capture low-dimensional dynamics of biological processes from time series data, showing it can predict oscillatory behavior in a synthetic biomolecular circuit.

3 citations

statistical model