Independent component analysis for identification of artifacts in magnetoencephalographic recordings

Modeling MPEG Coded Video Traffic by Markov-Modulated Self-Similar Processes

Journal of VLSI Signal Processing Systems

Improving Naive Bayes Using Class-Conditional ICA

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

The Experience and Practice of Developing a Brain Functional Analysis System Using ICA on a Grid Environment

ASIAN '02 Proceedings of the7th Asian Computing Science Conference on Advances in Computing Science: Internet Computing and Modeling, Grid Computing, Peer-to-Peer Computing, and Cluster

Face Recognition Using Independent Component Analysis and Support Vector Machines

AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication

Nonlinear Signal Processing for Noise Reduction of Unaveraged Single Channel MEG Data

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II

Feature Subset Selection in an ICA Space

CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence

Face recognition using independent component analysis and support vector machines

Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)

Independent components of magnetoencephalography: localization

Exploratory analysis and data modeling in functional neuroimaging

Overlearning in marginal distribution-based ICA: analysis and solutions

The Journal of Machine Learning Research

Blind separation of sources that have spatiotemporal variance dependencies

Signal Processing - Special issue on independent components analysis and beyond

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation

The Journal of Machine Learning Research

Overlearning in marginal distribution-based ICA: analysis and solutions

The Journal of Machine Learning Research

Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle

Machine Learning

Independent subspace analysis using geodesic spanning trees

ICML '05 Proceedings of the 22nd international conference on Machine learning

An Adaptive Method for Subband Decomposition ICA

Neural Computation

Topographic Independent Component Analysis

Neural Computation

A general contrast function based blind source separation method for convolutively mixed independent sources

Signal Processing

Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm

Signal Processing

Joint low-rank approximation for extracting non-Gaussian subspaces

Signal Processing

Identification of discriminative features in the EEG

Intelligent Data Analysis

Independent subspace analysis can cope with the 'curse of dimensionality'

Acta Cybernetica

Hybridizing sparse component analysis with genetic algorithms for microarray analysis

Neurocomputing

Enhanced automatic artifact detection based on independent component analysis and Renyi's entropy

Neural Networks

A fixed-point algorithm for blind source separation with nonlinear autocorrelation

Journal of Computational and Applied Mathematics

Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies

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

Fast nonlinear autocorrelation algorithm for source separation

Pattern Recognition

Variational inference for Student-t models: Robust Bayesian interpolation and generalised component analysis

Neurocomputing

Multiresolution ICA for artifact identification from electroencephalographic recordings

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

Linear prediction based blind source extraction algorithms in practical applications

ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation

Real time data acquisition and online signal processing for magnetoencephalography

RTC'05 Proceedings of the 14th IEEE-NPSS conference on Real time

Independent component analysis of multi-channel near-infrared spectroscopic signals by time-delayed decorrelation

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Independent complexity patterns in single neuron activity induced by static magnetic field

Computer Methods and Programs in Biomedicine

Diagnosis of breast cancer in digital mammograms using independent component analysis and neural networks

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

Independent subspace analysis on innovations

ECML'05 Proceedings of the 16th European conference on Machine Learning