High-order contrasts for independent component analysis

A review of evidence of health benefit from artificial neural networks in medical intervention

Neural Networks

Hybrid independent component analysis by adaptive LUT activation function neurons

Neural Networks

Separation of independent components from data mixed by several mixing matrices

Signal Processing - Signal processing with heavy-tailed models

Principal Manifolds and Probabilistic Subspaces for Visual Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Robust Blind Source Separation Utilizing Second and Fourth Order Statistics

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

An Improved Cumulant Based Method for Independent Component Analysis

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Applying Independent Component Analysis to Factor Model in Finance

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Kernel-based nonlinear blind source separation

Neural Computation

Kernel independent component analysis

The Journal of Machine Learning Research

Characteristic-function-based independent component analysis

Signal Processing - Special section: Security of data hiding technologies

Neural independent component analysis by 'maximum-mismatch' learning principle

Neural Networks

Dependence, correlation and Gaussianity in independent component analysis

The Journal of Machine Learning Research

Beyond independent components: trees and clusters

The Journal of Machine Learning Research

ICA using spacings estimates of entropy

The Journal of Machine Learning Research

Optimization techniques for independent component analysis with applications to EEG data

Quantitative neuroscience

Independent Component Analysis by Using Joint Cumulants and its Application to Remote Sensing Images

Journal of VLSI Signal Processing Systems

Minimax mutual information approach for independent component analysis

Neural Computation

Eigendecomposition of self-tuned cumulant-matrices for blind source separation

Signal Processing

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

The Journal of Machine Learning Research

Adaptive blind separation with an unknown number of sources

Neural Computation

Blind source separation using block-coordinate relative Newton method

Signal Processing

Dependence, correlation and Gaussianity in independent component analysis

The Journal of Machine Learning Research

Beyond independent components: trees and clusters

The Journal of Machine Learning Research

ICA using spacings estimates of entropy

The Journal of Machine Learning Research

Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

Source separation in astrophysical maps using independent factor analysis

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

A Bayesian method for identifying independent sources of non-random spatial patterns

Statistics and Computing

Improved watermark detection for spread-spectrum based watermarking using independent component analysis

Proceedings of the 5th ACM workshop on Digital rights management

A Generalized Contrast Function and Stability Analysis for Overdetermined Blind Separation of Instantaneous Mixtures

Neural Computation

One-Bit-Matching Conjecture for Independent Component Analysis

Neural Computation

Blind Source Separation by Sparse Decomposition in a Signal Dictionary

Neural Computation

Adaptive Algorithm for Blind Separation from Noisy Time-Varying Mixtures

Neural Computation

Robust multi-logo watermarking by RDWT and ICA

Signal Processing - Fractional calculus applications in signals and systems

Blind identification of under-determined mixtures based on the characteristic function

Signal Processing - Signal processing in UWB communications

Combining forecasts with blind signal separation methods in electric load prediction framework

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Topographic map formation of factorized Edgeworth-expanded kernels

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures

Signal Processing - Special issue: Information theoretic signal processing

Linear multilayer ICA generating hierarchical edge detectors

Neural Computation

Dimension Selection for Feature Selection and Dimension Reduction with Principal and Independent Component Analysis

Neural Computation

An informed source separation of astrophysical ice analogs

Digital Signal Processing

Separation of audio-visual speech sources: a new approach exploiting the audio-visual coherence of speech stimuli

EURASIP Journal on Applied Signal Processing

Blind component separation in wavelet space: application to CMB analysis

EURASIP Journal on Applied Signal Processing

A secure watermarking scheme for buyer-seller identification and copyright protection

EURASIP Journal on Applied Signal Processing

A gradient-based optimum block adaptation ICA technique for interference suppression in highly dynamic communication channels

EURASIP Journal on Applied Signal Processing

Online artifact removal for brain-computer interfaces using support vector machines and blind source separation

Computational Intelligence and Neuroscience - Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications

Constrained subspace ica based on mutual information optimization directly

Neural Computation

Separation capability of overcomplete ICA approaches

SIP'07 Proceedings of the 6th Conference on 6th WSEAS International Conference on Signal Processing - Volume 6

Complex-valued ICA based on a pair of generalized covariance matrices

Computational Statistics & Data Analysis

2008 Special Issue: A regularized kernel CCA contrast function for ICA

Neural Networks

Blind separation of fetal electrocardiograms by annealed expectation maximization

Neurocomputing

Sequential fixed-point ica based on mutual information minimization

Neural Computation

Removing ocular movement artefacts by a joint smoothened subspace estimator

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

ICA and ISA using Schweizer-Wolff measure of dependence

Proceedings of the 25th international conference on Machine learning

Independent component analysis based on marginal density estimation using weighted Parzen windows

Neural Networks

Extraction of Approximate Independent Components from Large Natural Scenes

Neural Information Processing

An Information Theoretic Model of Saliency and Visual Search

Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint

Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold

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

Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator

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

Mixing vector estimation in single channel blind source separation of angle modulated signal sources based on cumulant system of equations

Signal Processing

A new Geometrical ICA-based method for Blind Separation of Speech Signals.

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

A general procedure for learning mixtures of independent component analyzers

Pattern Recognition

Nonlinear extraction of independent components of natural images using radial gaussianization

Neural Computation

Theoretical background for ensemble methods with multivariate decomposition

SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization

Noniterative map reconstruction using sparse matrix representations

IEEE Transactions on Image Processing

Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization

IEEE Transactions on Wireless Communications

Independent component analysis for synthetic aperture magnetometry in magnetocardiography

Computers in Biology and Medicine

Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

Independent component automatic clustering and its application on multi-trails imaginary hand movement related EEG

VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems

A simple overcomplete ICA algorithm by non-orthogonal pair optimizations

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Linear mltilayer ICA using adaptive PCA

Neural Processing Letters

Deriving private information from arbitrarily projected data

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

A new collusion attack and its performance evaluation

IWDW'02 Proceedings of the 1st international conference on Digital watermarking

Novel nonGaussianity measure based BSS algorithm for dependent signals

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size

IEEE Transactions on Neural Networks

Optimization on the orthogonal group for independent component analysis

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

Smooth component analysis as ensemble method for prediction improvement

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

A batch algorithm for blind source separation of acoustic signals using ICA and time-frequency masking

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

Extraction of atrial activity from the ECG by spectrally constrained ICA based on kurtosis sign

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

Independent vector analysis for source separation using a mixture of gaussians prior

Neural Computation

Convolutive blind source separation by fourth-order statistics

ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing

A contrast function for independent component analysis without permutation ambiguity

IEEE Transactions on Neural Networks

Sample-spacings-based density and entropy estimators for spherically invariant multidimensional data

Neural Computation

QML-based joint diagonalization of positive-definite hermitian matrices

IEEE Transactions on Signal Processing

The cardiac atlas project: preliminary description of heart shape in patients with myocardial infarction

STACOM'10/CESC'10 Proceedings of the First international conference on Statistical atlases and computational models of the heart, and international conference on Cardiac electrophysiological simulation challenge

Independent component analysis based semi-blind I/Q imbalance compensation for MIMO OFDM systems

IEEE Transactions on Wireless Communications

Noise detection for ensemble methods

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Review: Independent component analysis for multiple-input multiple-output wireless communication systems

Signal Processing

Semidefinite relaxation bounds for bi-quadratic optimization problems with quadratic constraints

Journal of Global Optimization

Second-order source separation based on prior knowledge realized in a graph model

LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation

Estimating source kurtosis directly from observation data for ICA

Signal Processing

Partial extraction of edge filters by cumulant-based ICA under highly overcomplete model

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets

Biquadratic Optimization Over Unit Spheres and Semidefinite Programming Relaxations

SIAM Journal on Optimization

Subspace based blind identification of LTI FIR MIMO systems and equalization of finite memory SIMO Volterra systems

Signal Processing

An adaptive threshold in joint approximate diagonalization by assuming exponentially distributed errors

Neurocomputing

Using particle swarm optimization for minimizing mutual information in independent component analysis

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II

Blind dependent sources separation method using wavelet

International Journal of Computer Applications in Technology

Alternating direction method for bi-quadratic programming

Journal of Global Optimization

Tree-dependent component analysis

UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence

Robust ICA neural network and application on synthetic aperture radar (SAR) image analysis

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II

Reducing motion artifacts for robust QRS detection in capacitive sensor arrays

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies

Non-parametric ICA algorithm for hybrid sources based on GKNN estimation

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II

Fast kernel density independent component analysis

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

Source separation of astrophysical ice mixtures

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

Blind spatial multiplexing using order statistics for time-varying channels

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

Comparison of ICA algorithms for the isolation of biological artifacts in magnetoencephalography

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

Unified parametric and non-parametric ICA algorithm for arbitrary sources

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Regulatory component analysis: A semi-blind extraction approach to infer gene regulatory networks with imperfect biological knowledge

Signal Processing

An information theoretic approach to joint approximate diagonalization

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

Independent vector analysis for convolutive blind noncircular source separation

Signal Processing

Harmonic retrieval by period blind source extraction method: Model and algorithm

Digital Signal Processing

Multiplicative ICA algorithm for interaction analysis in financial markets

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II

On the best rank-1 approximation to higher-order symmetric tensors

Mathematical and Computer Modelling: An International Journal

Smooth component analysis and MSE decomposition for ensemble methods

KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications

Improvements of Adaptive Filtering by Optimal Projection to filter different artifact types on long duration EEG recordings

Computer Methods and Programs in Biomedicine

Towards sensing the influence of visual narratives on human affect

Proceedings of the 14th ACM international conference on Multimodal interaction

A robust objective function of joint approximate diagonalization

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

On solving biquadratic optimization via semidefinite relaxation

Computational Optimization and Applications

Noncontact automatic heart rate analysis in visible spectrum by specific face regions

Proceedings of the 14th International Conference on Computer Systems and Technologies

A novel approach to polarimetric SAR data processing based on Nonlinear PCA

Pattern Recognition

Comparative evaluation of existing and new methods for correcting ocular artifacts in electroencephalographic recordings

Signal Processing

TVICA-Time varying independent component analysis and its application to financial data

Computational Statistics & Data Analysis