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02/23/2021
Brain Waves Analysis Via a Non-parametric Bayesian Mixture of Autoregressive Kernels
The standard approach to analyzing brain electrical activity is to exami...
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06/16/2020
Bayesian Approximations to Hidden Semi-Markov Models
We propose a Bayesian hidden Markov model for analyzing time series and ...
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01/06/2020
A Spectral Hidden Markov Model for Nonstationary Oscillatory Processes
We propose to model time-varying periodic and oscillatory processes by m...
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10/26/2018
Spectral Analysis of High-dimensional Time Series
A useful approach for analysing multiple time series is via characterisi...
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10/23/2018