Robust Blind Source Separation Utilizing Second and Fourth Order Statistics
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Blind source recovery: a framework in the state space
The Journal of Machine Learning Research
Three easy ways for separating nonlinear mixtures?
Signal Processing - Special issue on independent components analysis and beyond
Linear and nonlinear ICA based on mutual information: the MISEP method
Signal Processing - Special issue on independent components analysis and beyond
Optimization techniques for independent component analysis with applications to EEG data
Quantitative neuroscience
Analysis of sparse representation and blind source separation
Neural Computation
Adaptive blind separation with an unknown number of sources
Neural Computation
Blind separation of positive sources by globally convergent gradient search
Neural Computation
A new concept for separability problems in blind source separation
Neural Computation
Blind source recovery: a framework in the state space
The Journal of Machine Learning Research
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Nonnegative features of spectro-temporal sounds for classification
Pattern Recognition Letters
Feature Extraction Using Independent Components of Each Category
Neural Processing Letters
Neural Processing Letters
Independent Component Analysis for Solid-State Chemical Sensor Arrays
Applied Intelligence
An Adaptive Method for Subband Decomposition ICA
Neural Computation
Neural Computation
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay
Neural Computation
Fixed-point neural independent component analysis algorithms on the orthogonal group
Future Generation Computer Systems
On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms
Signal Processing - Sparse approximations in signal and image processing
Identification of acoustic MIMO systems: challenges and opportunities
Signal Processing
Analyzing gene expression profiles with ICA
BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
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
Computer Music Journal
Kernel Methods for Measuring Independence
The Journal of Machine Learning Research
Signal Processing - Special issue: Information theoretic signal processing
Journal of VLSI Signal Processing Systems
Similarity-based analysis for large networks of ultra-low resolution sensors
Pattern Recognition
A fast algorithm for one-unit ICA-R
Information Sciences: an International Journal
Pixel-based and region-based image fusion schemes using ICA bases
Information Fusion
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
Signal Processing - Special section: Distributed source coding
Robust Prewhitening for ICA by Minimizing β-Divergence and Its Application to FastICA
Neural Processing Letters
Undercomplete Blind Subspace Deconvolution
The Journal of Machine Learning Research
Learning independent components on the orthogonal group of matrices by retractions
Neural Processing Letters
Denoising using local projective subspace methods
Neurocomputing
Temporally correlated source separation using variational Bayesian learning approach
Digital Signal Processing
Variational and stochastic inference for Bayesian source separation
Digital Signal Processing
Identifying lossy links in wired/wireless networks by exploiting sparse characteristics
Computer Networks: The International Journal of Computer and Telecommunications Networking
An Efficient Measure of Signal Temporal Predictability for Blind Source Separation
Neural Processing Letters
Algorithms with high order convergence speed for blind source extraction
Computational Optimization and Applications
Underdetermined blind audio source separation using modal decomposition
EURASIP Journal on Audio, Speech, and Music Processing
Time-domain convolutive blind source separation employing selective-tap adaptive algorithms
EURASIP Journal on Audio, Speech, and Music Processing
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
gpICA: a novel nonlinear ICA algorithm using geometric linearization
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
A nonlinear prediction approach to the blind separation of convolutive mixtures
EURASIP Journal on Applied Signal Processing
Robust sparse component analysis based on a generalized Hough transform
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Underdetermined blind source separation in echoic environments using DESPRIT
EURASIP Journal on Applied Signal Processing
Multichannel ECG and noise modeling: application to maternal and fetal ECG signals
EURASIP Journal on Applied Signal Processing
Blind spectral unmixing by local maximization of non-Gaussianity
Signal Processing
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
Journal of VLSI Signal Processing Systems
A bilinear algorithm for sparse representations
Computational Optimization and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finite sample effects of the fast ICA algorithm
Neurocomputing
Letters: Nonlinear innovation to blind source separation
Neurocomputing
Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
A subspace method for dynamical estimation of evoked potentials
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
A fuzzy logic approach to robust cost functions in adaptive systems
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
An algorithm for extracting fetal electrocardiogram
Neurocomputing
A blind source separation-based method for multiple images encryption
Image and Vision Computing
EURASIP Journal on Wireless Communications and Networking
Independent component analysis-based defect detection in patterned liquid crystal display surfaces
Image and Vision Computing
Temporally correlated source separation based on variational Kalman smoother
Digital Signal Processing
Artificial Intelligence in Medicine
The detection of changes of the auditory scene structure using a concept of short-time ICA
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
ISTASC'05 Proceedings of the 5th WSEAS/IASME International Conference on Systems Theory and Scientific Computation
WMicaD: a new digital watermarking technique using independent component analysis
EURASIP Journal on Advances in Signal Processing
A robust model for spatiotemporal dependencies
Neurocomputing
Asymmetric variate generation via a parameterless dual neural learning algorithm
Computational Intelligence and Neuroscience - Processing of Brain Signals by Using Hemodynamic and Neuroelectromagnetic Modalities
A novel semiblind signal extraction approach for the removal of eye-blink artifact from EEGs
EURASIP Journal on Advances in Signal Processing
A simple ICA-based digital image watermarking scheme
Digital Signal Processing
An Efficient K-Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Blind Separation of Positive Signals by Using Genetic Algorithm
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Sequential Blind Signal Extraction with the Linear Predictor
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Gaussianization Based Approach for Post-Nonlinear Underdetermined BSS with Delays
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Source Separation with Gaussian Process Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Principal Component Analysis for Large Scale Problems with Lots of Missing Values
ECML '07 Proceedings of the 18th European conference on Machine Learning
Undercomplete Blind Subspace Deconvolution Via Linear Prediction
ECML '07 Proceedings of the 18th European conference on Machine Learning
Neural Information Processing
Principal Component Analysis for Sparse High-Dimensional Data
Neural Information Processing
Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation
Neural Information Processing
On-line Algorithm for Extraction of Specific Signals with Temporal Structure
Neural Information Processing
Fast Multi-command SSVEP Brain Machine Interface without Training
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
CG-M-FOCUSS and Its Application to Distributed Compressed Sensing
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A Two-Step Blind Extraction Algorithm of Underdetermined Speech Mixtures
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Journal of Computational and Applied Mathematics
A fixed-point algorithm for blind source separation with nonlinear autocorrelation
Journal of Computational and Applied Mathematics
Control of a Wheelchair by Motor Imagery in Real Time
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Adaptive improved natural gradient algorithm for blind source separation
Neural Computation
K-hyperline clustering learning for sparse component analysis
Signal Processing
Blind Identification for Systems Non-Invertible at Infinity
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
A Robust and Non-invasive Fetal Electrocardiogram Extraction Algorithm in a Semi-Blind Way
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Calculating Inverse Filters for Speech Dereverberation
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Bayesian Robust PCA for Incomplete Data
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
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
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Information Geometry and Its Applications: Convex Function and Dually Flat Manifold
Emerging Trends in Visual Computing
Blind source separation with nonlinear autocorrelation and non-Gaussianity
Journal of Computational and Applied Mathematics
Fast nonlinear autocorrelation algorithm for source separation
Pattern Recognition
A PDF-Matched Modification to Stone's Measure of Predictability for Blind Source Separation
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Blind separation of linear-quadratic mixtures of real sources using a recurrent structure
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Application of Independent Component Analysis to Edge Detection and Watermarking
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
ISFET Source Separation based on linear ICA
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Oligonucleotide Microarray Probe Correction by FixedPoint ICA Algorithm
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A general procedure for learning mixtures of independent component analyzers
Pattern Recognition
A source adaptive independent component analysis algorithm through solving the estimating equation
Expert Systems with Applications: An International Journal
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Blind separation of piecewise stationary non-Gaussian sources
Signal Processing
Theoretical background for ensemble methods with multivariate decomposition
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Indeterminacy free frequency-domain blind separation of reverberant audio sources
IEEE Transactions on Audio, Speech, and Language Processing
An extension of MISEP for post-nonlinear-linear mixture separation
IEEE Transactions on Circuits and Systems II: Express Briefs
A fast approach for overcomplete sparse decomposition based on smoothed l0 norm
IEEE Transactions on Signal Processing
Improved FOCUSS method with conjugate gradient iterations
IEEE Transactions on Signal Processing
Underdetermined blind source separation based on subspace representation
IEEE Transactions on Signal Processing
Kernel-matching pursuits with arbitrary loss functions
IEEE Transactions on Neural Networks
Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization
IEEE Transactions on Wireless Communications
Process disturbance identification using independent component analysis with CART approach
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Fetal heart rate monitoring based on independent component analysis
Computers in Biology and Medicine
Unified linear subspace approach to semantic analysis
Journal of the American Society for Information Science and Technology
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
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
MIMO Instantaneous Blind Identification Based on Second-Order Temporal Structure and Newton's Method
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
dAMUSE---A new tool for denoising and blind source separation
Digital Signal Processing
A post nonlinear geometric algorithm for independent component analysis
Digital Signal Processing
The generalized eigendecomposition approach to the blind source separation problem
Digital Signal Processing
Controlled complete ARMA independent process analysis
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A simple overcomplete ICA algorithm by non-orthogonal pair optimizations
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Fixed-point neural independent component analysis algorithms on the orthogonal group
Future Generation Computer Systems
Nonorthogonal approximate joint diagonalization with well-conditioned diagonalizers
IEEE Transactions on Neural Networks
Maximum likelihood blind image separation using nonsymmetrical half-plane Markov random fields
IEEE Transactions on Image Processing
A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing
IEEE Transactions on Signal Processing
An algorithm to compute averages on matrix Lie groups
IEEE Transactions on Signal Processing
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System
International Journal of Applied Mathematics and Computer Science
Linear mltilayer ICA using adaptive PCA
Neural Processing Letters
On blind separability based on the temporal predictability method
Neural Computation
A new probabilistic approach to on-line learning in artificial neural networks
ASMCSS'09 Proceedings of the 3rd International Conference on Applied Mathematics, Simulation, Modelling, Circuits, Systems and Signals
An improved method for independent component analysis with reference
Digital Signal Processing
On model identifiability in analytic postnonlinear ICA
Neurocomputing
Unsupervised learning with stochastic gradient
Neurocomputing
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
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
Resolution enhancement in ΣΔ learners for superresolution source separation
IEEE Transactions on Signal Processing
The deflation-based FastICA estimator: statistical analysis revisited
IEEE Transactions on Signal Processing
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Speeding up FastICA by mixture random pruning
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
A complexity constrained nonnegative matrix factorization for hyperspectral unmixing
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
Speed and accuracy enhancement of linear ICA techniques using rational nonlinear functions
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
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
Blind audio source separation using sparsity based criterion for convolutive mixture case
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Identifiability conditions and subspace clustering in sparse BSS
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Blind signal deconvolution as an instantaneous blind separation of statistically dependent sources
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Blind matrix decomposition techniques to identify marker genes from microarrays
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Conjugate gamma Markov random fields for modelling nonstationary sources
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Blind separation of non-stationary images using Markov models
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Post nonlinear independent subspace analysis
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Neural learning algorithms based on mappings: the case of the unitary group of matrices
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Exploiting blind matrix decomposition techniques to identify diagnostic marker genes
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
Blind sources separation algorithm based on adaptive givens rotations
ICNC'09 Proceedings of the 5th international conference on Natural computation
Independent component analysis algorithms for microarray data analysis
Intelligent Data Analysis - Knowledge Discovery in Bioinformatics
Determining number of independent sources in undercomplete mixture
EURASIP Journal on Advances in Signal Processing
Expert Systems with Applications: An International Journal
Post-processing for frequency-domain blind source separation in hearing aids
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Underdetermined convolutive blind source separation via time-frequency masking
IEEE Transactions on Audio, Speech, and Language Processing
Multichannel blind separation and deconvolution of images for document analysis
IEEE Transactions on Image Processing
Cancelable templates for sequence-based biometrics with application to on-line signature recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
Source extraction by maximizing the variance in the conditional distribution tails
IEEE Transactions on Signal Processing
Blind signal separation and identification of mixtures of images
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Blind source separation with low frequency compensation for convolutive mixtures
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity
The Journal of Machine Learning Research
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
The Journal of Machine Learning Research
Color space transformations for analysis and enhancement of ancient degraded manuscripts
Pattern Recognition and Image Analysis
Blind source separation of continuous-time chaotic signals based on fast random search algorithm
IEEE Transactions on Circuits and Systems II: Express Briefs
Complex blind source extraction from noisy mixtures using second-order statistics
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Complex independent component analysis by entropy bound minimization
IEEE Transactions on Circuits and Systems Part I: Regular Papers
A nonnegative blind source separation model for binary test data
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Colored subspace analysis: dimension reduction based on a signal's autocorrelation structure
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Blind adaptive equalization of MIMO systems: new recursive algorithms and convergence analysis
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Noise estimation using mean square cross prediction error for speech enhancement
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Temporally local maximum signal fraction analysis for artifact removal from biomedical signals
IEEE Transactions on Signal Processing
Blind extraction of global signal from multi-channel noisy observations
IEEE Transactions on Neural Networks
Extraction of signals with specific temporal structure using kernel methods
IEEE Transactions on Signal Processing
Independent component analysis by entropy bound minimization
IEEE Transactions on Signal Processing
Twin SVM for gesture classification using the surface electromyogram
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
A deflation procedure for subspace decomposition
IEEE Transactions on Signal Processing
Noisy component extraction (NoiCE)
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Noise detection for ensemble methods
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
A new performance index for ICA: properties, computation and asymptotic analysis
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
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
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind adaptive wideband beamforming for circular arrays based on phase mode transformation
Digital Signal Processing
Estimating source kurtosis directly from observation data for ICA
Signal Processing
Blind Source Separation Using Quadratic form Innovation
Neural Processing Letters
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
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
EURASIP Journal on Audio, Speech, and Music Processing
AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
A reference suite design for blind signal separation
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Automated BSS-algorithm performance evaluation
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Data fusion for modern engineering applications: an overview
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Blind source separation-based encryption of images and speeches
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Stimulus related data analysis by structured neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Multihomogeneous polynomial decomposition using moment matrices
Proceedings of the 36th international symposium on Symbolic and algebraic computation
Journal of Signal Processing Systems
The noise identification method based on divergence analysis in ensemble methods context
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Methods of integration of ensemble of neural predictors of time series - comparative analysis
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
A comparative study of ICA algorithms for ECG signal processing
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
Independent component analysis: a low-complexity technique
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Effect of source kurtosis on MIMO information rate
Digital Signal Processing
Anechoic Blind Source Separation Using Wigner Marginals
The Journal of Machine Learning Research
Multistage covariance approach to measure the randomness in financial time series analysis
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Fast independent component analysis using a new property
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
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
EEGIFT: group independent component analysis for event-related EEG data
Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG
Independent complexity patterns in single neuron activity induced by static magnetic field
Computer Methods and Programs in Biomedicine
Flexible-ICA algorithm for a reliable iris recognition
Transactions on large-scale data- and knowledge-centered systems IV
Underdetermined Sparse Blind Source Separation of Nonnegative and Partially Overlapped Data
SIAM Journal on Scientific Computing
An MRF-ICA based algorithm for image separation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A robust extraction algorithm for biomedical signals from noisy mixtures
Frontiers of Computer Science in China
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
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
MRF based spatial complexity for hyperspectral imagery unmixing
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Generic blind source separation using second-order local statistics
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Prediction improvement via smooth component analysis and neural network mixing
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Tree-Dependent components of gene expression data for clustering
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
ICA and committee machine-based algorithm for cursor control in a BCI system
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Non orthogonal component analysis: application to anomaly detection
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
A flexible algorithm for extracting periodic signals
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A fast decryption algorithm for BSS-Based image encryption
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Separation theorem for independent subspace analysis and its consequences
Pattern Recognition
Csiszár’s divergences for non-negative matrix factorization: family of new algorithms
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Recursive generalized eigendecomposition for independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
ICA based semi-supervised learning algorithm for BCI systems
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A two-stage based approach for extracting periodic signals
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Blind estimation of row relative degree via constrained mutual information minimization
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Two applications of independent component analysis for non-destructive evaluation by ultrasounds
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Wavelet denoising as preprocessing stage to improve ICA performance in atrial fibrillation analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Brains and phantoms: an ICA study of fMRI
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
ICA-Based speech features in the frequency domain
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Robust preprocessing of gene expression microarrays for independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Sparse deflations in blind signal separation
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
Multichannel blind deconvolution using a novel filter decomposition method
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Personal identification by EEG using ICA and neural network
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
Digital image watermarking using independent component analysis
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
An effective method to improve convergence for sequential blind source separation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
On the connection between the human visual system and independent component analysis
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Connections between ICA and sparse coding revisited
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
An ICA approach to detect functionally different intra-regional neuronal signals in MEG data
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Consistency and asymptotic normality of FastICA and bootstrap FastICA
Signal Processing
ICA over finite fields-Separability and algorithms
Signal Processing
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
Variational bayesian method for temporally correlated source separation
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Monotonic convergence of a nonnegative ICA algorithm on stiefel manifold
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Underdetermined blind separation of speech signals with delays in different time-frequency domains
Nonlinear Speech Modeling and Applications
Unsupervised learning of spatio-temporal primitives of emotional gait
PIT'06 Proceedings of the 2006 international tutorial and research conference on Perception and Interactive Technologies
Extended SMART algorithms for non-negative matrix factorization
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Non-negative matrix factorization with quasi-newton optimization
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Reducing features from pejibaye palm DNA marker for an efficient classification
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
A blind robust watermarking scheme based on ICA and image dividing blocks
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
An information theoretic approach to joint approximate diagonalization
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Matrix estimation based on normal vector of hyperplane in sparse component analysis
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Overdetermined blind source separation by gaussian mixture model
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Distributional convergence of subspace estimates in FastICA: a bootstrap study
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
An audio-video based IVA algorithm for source separation and evaluation on the AV16.3 corpus
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram
Journal of Medical Systems
Hybrid linear and nonlinear complexity pursuit for blind source separation
Journal of Computational and Applied Mathematics
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
Journal of Scientific Computing
Journal of Intelligent Manufacturing
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
Uniqueness of linear factorizations into independent subspaces
Journal of Multivariate Analysis
Comparative analysis of feature selection methods for blood cell recognition in leukemia
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
A systematic independent component analysis approach to extract mismatch negativity
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Bayesian Robust PCA of Incomplete Data
Neural Processing Letters
Averaging complex subspaces via a Karcher mean approach
Signal Processing
Mixing matrix estimation using discriminative clustering for blind source separation
Digital Signal Processing
Classical-processing and quantum-processing signal separation methods for qubit uncoupling
Quantum Information Processing
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
Brain connectivity analysis: a short survey
Computational Intelligence and Neuroscience
Noisy component extraction with reference
Frontiers of Computer Science: Selected Publications from Chinese Universities
Blind Deconvolution of Sources in Fourier Space Based on Generalized Laplace Distribution
International Journal of System Dynamics Applications
Testing blind separability of complex Gaussian mixtures
Signal Processing
Deflation-based separation of uncorrelated stationary time series
Journal of Multivariate Analysis
A hybrid FLANN and adaptive differential evolution model for forecasting of stock market indices
International Journal of Knowledge-based and Intelligent Engineering Systems
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From the Publisher:With solid theoretical foundations and numerous potential applications, Blind Signal Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation, Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization. Containing over 1400 references and mathematical expressions Adaptive Blind Signal and Image Processing delivers an unprecedented collection of useful techniques for adaptive blind signal/image separation, extraction, decomposition and filtering of multi-variable signals and data.Offers a broad coverage of blind signal processing techniques and algorithms both from a theoretical and practical point of viewPresents more than 50 simple algorithms that can be easily modified to suit the reader's specific real world problemsProvides a guide to fundamental mathematics of multi-input, multi-output and multi-sensory systemsIncludes illustrative worked examples, computer simulations, tables, detailed graphs and conceptual models within self contained chapters to assist self studyAccompanying CD-ROM features an electronic, interactive version of the book with fully coloured figures and text. C and MATLAB user-friendly software packages are also providedMATLAB is a registered trademark of The MathWorks, Inc.By providing a detailed introduction to BSP, as well as presenting new results and recent developments, this informative and inspiring work will appeal to researchers, postgraduate students, engineers and scientists working in biomedical engineering, communications, electronics, computer science, optimisations, finance, geophysics and neural networks.