Independent Component Analysis: Principles and Practice

Variational mixture of Bayesian independent component analyzers

Neural Computation

A maximum a posteriori estimate for the source separation problem with statistical knowledge about the mixing matrix

Pattern Recognition Letters

Hierarchy, priors and wavelets: structure and signal modelling using ICA

Signal Processing - Special issue on independent components analysis and beyond

Fast fixed-point independent vector analysis algorithms for convolutive blind source separation

Signal Processing

Building Blocks for Variational Bayesian Learning of Latent Variable Models

The Journal of Machine Learning Research

A parametric density model for blind source separation

Neural Processing Letters

An informed source separation of astrophysical ice analogs

Digital Signal Processing

Extending ICA for finding jointly dependent components from two related data sets

Neurocomputing

Generalized splitting functions for blind separation of complex signals

Neurocomputing

INDEPENDENT COMPONENT ANALYSIS OF EEG RECORDED DURING TWO-PERSON GAME PLAYING

Applied Artificial Intelligence

ICA mixture model algorithm for unsupervised classification of remote sensing imagery

International Journal of Remote Sensing

Letters: Gaussian moments for noisy unifying model

Neurocomputing

Principal directions for local independent components analysis

NN'08 Proceedings of the 9th WSEAS International Conference on Neural Networks

Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm

ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation

On the estimation of random unobserved signals by maximization of target likelihoods and its application to blind timing and phase recovery

Digital Signal Processing

Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils

Neurocomputing

Robust industrial machine sounds identification based on frequency spectrum analysis

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

Single-channel noise suppression by wavelets in spectral domain

COST 2102'07 Proceedings of the 2007 COST action 2102 international conference on Verbal and nonverbal communication behaviours

A novel blind source separation method for single-channel signal

Signal Processing

Real-time independent vector analysis for convolutive blind source separation

IEEE Transactions on Circuits and Systems Part I: Regular Papers

The linear factorial smoothing for the analysis of incomplete data

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence

Improvement on multivariate statistical process monitoring using multi-scale ICA

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation

Bayesian independent component analysis with prior constraints: an application in biosignal analysis

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning