Model selection by MCMC computation

Model Building for Random Fields

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis

Robust Full Bayesian Learning for Radial Basis Networks

Neural Computation

Blind equalization of a nonlinear satellite system using MCMC simulation methods

EURASIP Journal on Applied Signal Processing

Adaptive DOA estimation using a database of PARCOR coefficients

EURASIP Journal on Applied Signal Processing

Probabilistic risk assessment for the construction phases of a bridge construction based on finite element analysis

Finite Elements in Analysis and Design

Learning the structure of dynamic Bayesian networks from time series and steady state measurements

Machine Learning

Parameterization of a process-based tree-growth model: Comparison of optimization, MCMC and Particle Filtering algorithms

Environmental Modelling & Software

Bayesian inference on principal component analysis using reversible jump Markov chain Monte Carlo

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Bayesian model selection in ARFIMA models

Expert Systems with Applications: An International Journal

A hierarchical Bayesian model for frame representation

IEEE Transactions on Signal Processing

Reversible jump MCMC simulated annealing for neural networks

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

Fast estimation of the Integrated Completed Likelihood criterion for change-point detection problems with applications to Next-Generation Sequencing data

Signal Processing