An application of MCMC methods for the multiple change-points problem

Detecting multiple change-points in the mean of Gaussian process by model selection

Signal Processing

Using penalized contrasts for the change-point problem

Signal Processing

Exact and efficient Bayesian inference for multiple changepoint problems

Statistics and Computing

Hierarchical Bayesian sparse image reconstruction with application to MRFM

IEEE Transactions on Image Processing

Bayesian orthogonal component analysis for sparse representation

IEEE Transactions on Signal Processing

Joint segmentation of multivariate Gaussian processes using mixed linear models

Computational Statistics & Data Analysis

Efficient Bayesian analysis of multiple changepoint models with dependence across segments

Statistics and Computing

An empirical Bayes procedure for the selection of Gaussian graphical models

Statistics and Computing

Bayesian Analysis of Student t Linear Regression with Unknown Change-Point and Application to Stock Data Analysis

Computational Economics

An Integrated Statistical Process Control and Wavelet Transformation Model for Detecting QRS Complexes in ECG Signals

International Journal of Artificial Life Research

GNSS dataless signal tracking with a delay semi-open loop and a phase open loop

Signal Processing

Detecting changes in time series: A product partition model with across-cluster correlation

Signal Processing