A fast fixed-point algorithm for independent component analysis
Neural Computation
Natural gradient works efficiently in learning
Neural Computation
On the Use of Spatial Time Frequency Distributions forSignal Extraction
Multidimensional Systems and Signal Processing - Special issue on recent developments in time-frequency analysis
Kernel-based equiprobabilistic topographic map formation
Neural Computation
High-order contrasts for independent component analysis
Neural Computation
A unifying review of linear Gaussian models
Neural Computation
Neural Computation
Feature extraction through LOCOCODE
Neural Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evolutionary Pursuit and Its Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICA and SOM in text document analysis
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation
Natural Computing: an international journal
On the Efficient Speech Feature Extraction Based on Independent Component Analysis
Neural Processing Letters
Complex-Weighted One-Unit ‘Rigid-Bodies’ Learning Rule for Independent Component Analysis
Neural Processing Letters
Flexible Independent Component Analysis
Journal of VLSI Signal Processing Systems
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution
Journal of VLSI Signal Processing Systems
Bounds on SIMO and MIMO Channel Estimation and Equalization with Side Information
Journal of VLSI Signal Processing Systems
Blind Source Separation and Equiprobabilistic Topographic Maps
Journal of VLSI Signal Processing Systems
Modeling MPEG Coded Video Traffic by Markov-Modulated Self-Similar Processes
Journal of VLSI Signal Processing Systems
Automatic Repeated-Loess Decomposition of Data Consisting of Sums of Oscillatory Curves
Statistics and Computing
Topography as a property of the natural sensory world
Natural Computing: an international journal
New equations and iterative algorithm for blind separation of sources
Signal Processing
Contravariant adaptation on structured matrix spaces
Signal Processing
Advanced ICA-based receivers for block fading DS-CDMA channels
Signal Processing
On-line learning in changing environments with applications in supervised and unsupervised learning
Neural Networks - Computational models of neuromodulation
Equivariant nonstationary source separation
Neural Networks
Estimating Overcomplete Independent Component Bases for Image Windows
Journal of Mathematical Imaging and Vision
The Fixed-Point Algorithm and Maximum Likelihood Estimation forIndependent Component Analysis
Neural Processing Letters
On Advances in Statistical Modeling of Natural Images
Journal of Mathematical Imaging and Vision
Closed-Form Estimators for Blind Separation of Sources – Part I: Real Mixtures
Wireless Personal Communications: An International Journal
Closed-Form Estimators for Blind Separation of Sources – Part II: Complex Mixtures
Wireless Personal Communications: An International Journal
Principal Manifolds and Probabilistic Subspaces for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Universal Analytical Forms for Modeling Image Probabilities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dictionary learning algorithms for sparse representation
Neural Computation
Linear geometric ICA: fundamentals and algorithms
Neural Computation
Topic Identification in Dynamical Text by Complexity Pursuit
Neural Processing Letters
Analytical Image Models and Their Applications
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
What Is the Role of Independence for Visual Recognition?
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Independent Modes of Variation in Point Distribution Models
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Improving Naive Bayes Using Class-Conditional ICA
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Face Recognition Using Independent Gabor Wavelet Features
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Blind Source Separation Using Principal Component Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Beyond Comon's Identifiability Theorem for Independent Component Analysis
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Overcomplete ICA with a Geometric Algorithm
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
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
Adaptive ICA with Order Statistics in Multidimensional Scenarios
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Separation of Sources Based on the Partitioning of the Space of Observations
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Separating Convolutive Mixtures by Mutual Information Minimization
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
ISMDA '02 Proceedings of the Third International Symposium on Medical Data Analysis
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
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Fast Independent Component Analysis in Kernel Feature Spaces
SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
Bayesian Classification for Inspection of Industrial Products
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Feature Subset Selection in an ICA Space
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Topographic ICA as a Model of Natural Image Statistics
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Independent Component Analysis of Face Images
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Combining Independent Component Analysis and Self-Organizing Maps for Cell Image Classification
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Non-negative Matrix Factorization for Face Recognition
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Application of Feature Transformation and Learning Methods in Phoneme Classification
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Latest results in digital color film restoration
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
Independent multiresolution component analysis and matching pursuit
Computational Statistics & Data Analysis - Special issue: Computational econometrics
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Image denoising using self-organizing map-based nonlinear independent component analysis
Neural Networks - New developments in self-organizing maps
Second-order blind source separation in the Fourier space of data
Signal Processing
Speech Communication - Special issue on speech processing for hearing aids
Analysing MEG-data by a combination of different neural networks
APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Intrinsic generalization analysis of low dimensional representations
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Multimedia authenticity protection with ICA watermarking and digital bacteria vaccination
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Kernel independent component analysis
The Journal of Machine Learning Research
Face recognition with visible and thermal infrared imagery
Computer Vision and Image Understanding - Special issue on Face recognition
Characteristic-function-based independent component analysis
Signal Processing - Special section: Security of data hiding technologies
Feature Extraction Based on ICA for Binary Classification Problems
IEEE Transactions on Knowledge and Data Engineering
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
Energy-based models for sparse overcomplete representations
The Journal of Machine Learning Research
Blind source separation via generalized eigenvalue decomposition
The Journal of Machine Learning Research
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
Misep—linear and nonlinear ICA based on mutual information
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A maximum likelihood approach to single-channel source separation
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
Learning and inference in the brain
Neural Networks - Special issue: Neuroinformatics
Multi-Channel Subspace Mapping Using an Information Maximization Criterion
Multidimensional Systems and Signal Processing
Organised Sound
Tomato sorting using independent component analysis on spectral images
Real-Time Imaging - Special issue on spectral imaging
Representation of images for classification with independent features
Pattern Recognition Letters
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
Blind separation of sources that have spatiotemporal variance dependencies
Signal Processing - Special issue on independent components analysis and beyond
Injecting noise for analysing the stability of ICA components
Signal Processing - Special issue on independent components analysis and beyond
Hierarchy, priors and wavelets: structure and signal modelling using ICA
Signal Processing - Special issue on independent components analysis and beyond
Blind separation of jointly stationary correlated sources
Signal Processing - Special issue on independent components analysis and beyond
Journal of VLSI Signal Processing Systems
Independent Component Analysis by Using Joint Cumulants and its Application to Remote Sensing Images
Journal of VLSI Signal Processing Systems
Natural Computing: an international journal
Journal of VLSI Signal Processing Systems
Image Feature Extraction by Sparse Coding and Independent Component Analysis
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Minimax mutual information approach for independent component analysis
Neural Computation
The Journal of Machine Learning Research
Adaptive blind separation with an unknown number of sources
Neural Computation
A new concept for separability problems in blind source separation
Neural Computation
Neural learning by geometric integration of reduced 'rigid-body' equations
Journal of Computational and Applied Mathematics
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
Energy-based models for sparse overcomplete representations
The Journal of Machine Learning Research
Blind source separation via generalized eigenvalue decomposition
The Journal of Machine Learning Research
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
MISEP - Linear and nonlinear ICA based on mutual information
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A maximum likelihood approach to single-channel source separation
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
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
Blind separation of convolutive mixtures by decorrelation
Signal Processing
The equivalence of two-dimensional PCA to line-based PCA
Pattern Recognition Letters
A unifying model for blind separation of independent sources
Signal Processing
A Bayesian method for identifying independent sources of non-random spatial patterns
Statistics and Computing
Independent subspace analysis using geodesic spanning trees
ICML '05 Proceedings of the 22nd international conference on Machine learning
Proceedings of the 5th ACM workshop on Digital rights management
Blind source separation of positive and partially correlated data
Signal Processing
Blind source separation using order statistics
Signal Processing
IEEE Transactions on Knowledge and Data Engineering
Independent Component Analysis Segmentation Algorithm
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reference-based blind source separation using a deflation approach
Signal Processing
Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures
Neural Computation
An Adaptive Method for Subband Decomposition ICA
Neural Computation
A Novel Blind Video Watermarking Scheme Based on Independent Dynamic Component
Multidimensional Systems and Signal Processing
Edgeworth-Expanded Gaussian Mixture Density Modeling
Neural Computation
Neural Computation
Edgeworth Approximation of Multivariate Differential Entropy
Neural Computation
One-Bit-Matching Conjecture for Independent Component Analysis
Neural Computation
Extraction of Specific Signals with Temporal Structure
Neural Computation
Topographic Independent Component Analysis
Neural Computation
A Biologically Motivated Solution to the Cocktail Party Problem
Neural Computation
A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold
Neural Computation
Estimation of musical sound separation algorithm effectiveness employing neural networks
Journal of Intelligent Information Systems - Special issue: Intelligent multimedia applications
Complexity Pursuit: Separating Interesting Components from Time Series
Neural Computation
A Constrained EM Algorithm for Independent Component Analysis
Neural Computation
Adaptive Algorithm for Blind Separation from Noisy Time-Varying Mixtures
Neural Computation
Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation
Neural Computation
Learning Overcomplete Representations
Neural Computation
Natural Gradient Learning for Over-and Under-Complete Bases in ICA
Neural Computation
Blind source separation of more sources than mixtures using sparse mixture models
Pattern Recognition Letters
An implementation of nonlinear multiuser detection in Rayleigh Fading channel
EURASIP Journal on Wireless Communications and Networking
Face Recognition Using IPCA-ICA Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
A new pixel-oriented visualization technique through color image
Information Visualization
An analysis of entropy estimators for blind source separation
Signal Processing
Effect of independent component analysis on multifractality of EEG during visual-motor task
Signal Processing - Neuronal coordination in the brain: A signal processing perspective
On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms
Signal Processing - Sparse approximations in signal and image processing
Digital geometry image analysis for medical diagnosis
Proceedings of the 2006 ACM symposium on Applied computing
Identification of acoustic MIMO systems: challenges and opportunities
Signal Processing
Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities
Journal of VLSI Signal Processing Systems
Maximally informative k-itemsets and their efficient discovery
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A Parallel Independent Component Analysis Algorithm
ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1
A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter
Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Effective blind separation of skewed sources
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
Kernel Methods for Measuring Independence
The Journal of Machine Learning Research
Mixture density modeling, Kullback-Leibler divergence, and differential log-likelihood
Signal Processing - Special issue: Information theoretic signal processing
Signal Processing - Special issue: Information theoretic signal processing
Signal Processing - Special issue: Information theoretic signal processing
An information theoretic approach to a novel nonlinear independent component analysis paradigm
Signal Processing - Special issue: Information theoretic signal processing
On the entropy minimization of a linear mixture of variables for source separation
Signal Processing - Special issue: Information theoretic signal processing
Fast kernel entropy estimation and optimization
Signal Processing - Special issue: Information theoretic signal processing
Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources
Signal Processing - Special issue: Information theoretic signal processing
Ensemble learning for independent component analysis
Pattern Recognition
A cumulant-based method for the direct estimation of the spatial Wiener filter
Digital Signal Processing
A fast algorithm for one-unit ICA-R
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
A zero-cumulant random variable and its applications
Signal Processing - Special section: Distributed source coding
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
Signal Processing - Special section: Distributed source coding
A switchable scheme for ECG beat classification based on independent component analysis
Expert Systems with Applications: An International Journal
Linear multilayer ICA generating hierarchical edge detectors
Neural Computation
Source separation using single channel ICA
Signal Processing
Blind separation of any source distributions via high-order statistics
Signal Processing
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing
Dry dissection of disparity divergence eye movements using independent component analysis
Computers in Biology and Medicine
Independent Slow Feature Analysis and Nonlinear Blind Source Separation
Neural Computation
A Linear Non-Gaussian Acyclic Model for Causal Discovery
The Journal of Machine Learning Research
Linear State-Space Models for Blind Source Separation
The Journal of Machine Learning Research
Undercomplete Blind Subspace Deconvolution
The Journal of Machine Learning Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hand gestures for HCI using ICA of EMG
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
The use of ICA in multiplicative noise
Neurocomputing
Sparse ICA via cluster-wise PCA
Neurocomputing
Denoising using local projective subspace methods
Neurocomputing
Separation of instantaneous mixtures of cyclo-stationary sources
Signal Processing
An informed source separation of astrophysical ice analogs
Digital Signal Processing
A null space method for over-complete blind source separation
Computational Statistics & Data Analysis
EURASIP Journal on Applied Signal Processing
Noise cancellation with static mixtures of a nonstationary signal and stationary noise
EURASIP Journal on Applied Signal Processing
Exploiting acoustic similarity of propagating paths for audio signal separation
EURASIP Journal on Applied Signal Processing
Blind source separation combining independent component analysis and beamforming
EURASIP Journal on Applied Signal Processing
Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function
Journal of VLSI Signal Processing Systems
Journal of VLSI Signal Processing Systems
An Efficient Measure of Signal Temporal Predictability for Blind Source Separation
Neural Processing Letters
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
Separating more sources than sensors using time-frequency distributions
EURASIP Journal on Applied Signal Processing
Design of low-cost FPGA hardware for real-time ICA-based blind source separation algorithm
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Audio, Speech, and Music Processing
A reconfigurable FPGA system for parallel independent component analysis
EURASIP Journal on Embedded Systems
Target identification using harmonic wavelet based ISAR imaging
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
MISEP Method for Postnonlinear Blind Source Separation
Neural Computation
EURASIP Journal on Applied Signal Processing
Human hand recognition using IPCA-ICA algorithm
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
Blind deconvolution in nonminimum phase systems using cascade structure
EURASIP Journal on Applied Signal Processing
Robust sparse component analysis based on a generalized Hough transform
EURASIP Journal on Applied Signal Processing
3D-audio matting, postediting, and rerendering from field recordings
EURASIP Journal on Applied Signal Processing
Face recognition using local and global features
EURASIP Journal on Applied Signal Processing
Near---Far Resistant ICA based Detector for DS-CDMA Systems in the Downlink
Wireless Personal Communications: An International Journal
A Normalization Framework for Multimedia Databases
IEEE Transactions on Knowledge and Data Engineering
From Scores to Face Templates: A Model-Based Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Letters: Nonlinear innovation to blind source separation
Neurocomputing
Dereverberation by using time-variant nature of speech production system
EURASIP Journal on Advances in Signal Processing
A histogram based data-reducing algorithm for the fixed-point independent component analysis
Pattern Recognition Letters
Journal of Medical Systems
An overview of statistical decomposition techniques applied to complex systems
Computational Statistics & Data Analysis
A Tensor Approximation Approach to Dimensionality Reduction
International Journal of Computer Vision
Computational Intelligence and Neuroscience - Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications
Integration of independent component analysis and neural networks for ECG beat classification
Expert Systems with Applications: An International Journal
Independent factor discriminant analysis
Computational Statistics & Data Analysis
Constrained subspace ica based on mutual information optimization directly
Neural Computation
Complex-valued ICA based on a pair of generalized covariance matrices
Computational Statistics & Data Analysis
A blind source separation-based method for multiple images encryption
Image and Vision Computing
Sequential fixed-point ica based on mutual information minimization
Neural Computation
An implementation of nonlinear multiuser detection in Rayleigh fading channel
EURASIP Journal on Wireless Communications and Networking
A remote sensing image fusion algorithm based on ordinal fast independent component analysis
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
Independent Component Analysis for Time-dependent Processes Using AR Source Model
Neural Processing Letters
Comparison of the wavelet and short time Fourier transforms for spectral analysis of speech signals
WAMUS'05 Proceedings of the 5th WSEAS International Conference on Wavelet Analysis and Multirate Systems
Improvement of the fetal electrocardiogram signals
MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering
Noise separation in analog integrated circuits using independent component analysis technique
Integrated Computer-Aided Engineering
Removing ocular movement artefacts by a joint smoothened subspace estimator
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
WMicaD: a new digital watermarking technique using independent component analysis
EURASIP Journal on Advances in Signal Processing
Overlapping on partitioned facial images
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
PST: a new evolutionary approach to topographic mapping
EC'06 Proceedings of the 7th WSEAS International Conference on Evolutionary Computing
Overcomplete topographic independent component analysis
Neurocomputing
Compound noise separation in digital circuits using blind source separation
Microelectronics Journal
Proceedings of the 25th international conference on Machine learning
ICA and ISA using Schweizer-Wolff measure of dependence
Proceedings of the 25th international conference on Machine learning
Maximal Causes for Non-linear Component Extraction
The Journal of Machine Learning Research
A simple ICA-based digital image watermarking scheme
Digital Signal Processing
Blind source separation using Wold decomposition and second order statistics
MATH'05 Proceedings of the 7th WSEAS International Conference on Applied Mathematics
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
International Journal of Remote Sensing
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks
Neural Processing Letters
A new constrained fixed-point algorithm for ordering independent components
Journal of Computational and Applied Mathematics
Mixed image separation using fastICA
SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing
Letters: Gaussian moments for noisy unifying model
Neurocomputing
A Bayesian framework for knowledge driven regression model in micro-array data analysis
International Journal of Data Mining and Bioinformatics
Estimation of causal effects using linear non-Gaussian causal models with hidden variables
International Journal of Approximate Reasoning
Classifiers for Vegetation and Forest Mapping with Low Resolution Multiespectral Imagery
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
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
Underdetermined Blind Source Separation Using SVM
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Hilbert Space Embedding for Distributions
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Extraction of Approximate Independent Components from Large Natural Scenes
Neural Information Processing
Discovery of Linear Non-Gaussian Acyclic Models in the Presence of Latent Classes
Neural Information Processing
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Blind Source-Separation in Mixed-Signal VLSI Using the InfoMax Algorithm
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
A Survey on Statistical Pattern Feature Extraction
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
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
Analysis of the Kurtosis-Sum Objective Function for ICA
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A New BSS Method of Single-Channel Mixture Signal Based on ISBF and Wavelet
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
A Semi-blind Complex ICA Algorithm for Extracting a Desired Signal Based on Kurtosis Maximization
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Text Classification on Embedded Manifolds
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Fine-Scale Genetic Mapping Using Independent Component Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Journal of Computational and Applied Mathematics
Fast communication: An optimized EASI algorithm
Signal Processing
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
Enhancement of speech signals separated from their convolutive mixture by FDICA algorithm
Digital Signal Processing
A fixed-point algorithm for blind source separation with nonlinear autocorrelation
Journal of Computational and Applied Mathematics
Polyphonic music separation based on the simplified energy splitter
WSEAS Transactions on Signal Processing
FastICA algorithm for the separation of mixed images
WSEAS Transactions on Signal Processing
Descent methods for optimization on homogeneous manifolds
Mathematics and Computers in Simulation
Data-driven curvature for real-time line drawing of dynamic scenes
ACM Transactions on Graphics (TOG)
International Journal of Data Mining and Bioinformatics
A Bayesian framework for knowledge driven regression model in micro-array data analysis
International Journal of Data Mining and Bioinformatics
Sensitivity analysis of partitioning-based face recognition algorithms on occlusions
AEE'07 Proceedings of the 6th conference on Applications of electrical engineering
Adaptive improved natural gradient algorithm for blind source separation
Neural Computation
Note(s): Characterization of the p-generalized normal distribution
Journal of Multivariate Analysis
Blind source separation with dynamic source number using adaptive neural algorithm
Expert Systems with Applications: An International Journal
A smoothed bootstrap test for independence based on mutual information
Computational Statistics & Data Analysis
Blind Identification for Systems Non-Invertible at Infinity
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Independent Component Analysis for Image Recovery Using SOM-Based Noise Detection
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Optimisation and data mining techniques for the screening of epileptic patients
International Journal of Bioinformatics Research and Applications
A Simple Adaptive Algorithm for Principle Component and Independent Component Analysis
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Fast Convergence Blind Source Separation Using Frequency Subband Interpolation by Null Beamforming
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Independent Component Analysis (ICA) Using Pearsonian Density Function
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Estimating Squared-Loss Mutual Information for Independent Component Analysis
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Complete Blind Subspace Deconvolution
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA by Maximizing Non-stability
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA-Based Method for Quantifying EEG Event-Related Desynchronization
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
Spike Detection and Sorting: Combining Algebraic Differentiations with ICA
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Learning Natural Image Structure with a Horizontal Product Model
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Estimating Markov Random Field Potentials for Natural Images
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
An ICA-Based Method for Blind Source Separation in Sparse Domains
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
Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Blind source separation with nonlinear autocorrelation and non-Gaussianity
Journal of Computational and Applied Mathematics
EEG-based subject- and session-independent drowsiness detection: an unsupervised approach
EURASIP Journal on Advances in Signal Processing
Fast nonlinear autocorrelation algorithm for source separation
Pattern Recognition
Image denoising in steerable pyramid domain based on a local Laplace prior
Pattern Recognition
Facial Feature Extraction Using Geometric Feature and Independent Component Analysis
Knowledge Acquisition: Approaches, Algorithms and Applications
Face Image Recognition Combining Holistic and Local Features
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Sparse Representation for Video-Based Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
An improved geometric overcomplete blind source separation algorithm
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
New Method for Filtered ICA Signals Applied To Volatile Time Series.
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Independent Component Analysis for Cloud Screening of Meteosat Images
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Using the Negentropy Increment to Determine the Number of Clusters
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Independent component analysis with application to behavior surveillance of large dams
ICS'08 Proceedings of the 12th WSEAS international conference on Systems
A general procedure for learning mixtures of independent component analyzers
Pattern Recognition
Monaural speech separation and recognition challenge
Computer Speech and Language
A source adaptive independent component analysis algorithm through solving the estimating equation
Expert Systems with Applications: An International Journal
Automatic linear causal relationship identification for financial factor modeling
Expert Systems with Applications: An International Journal
Non-cancellation multistage kurtosis maximization with prewhitening for blind source separation
EURASIP Journal on Advances in Signal Processing
Universal Estimation of Information Measures for Analog Sources
Foundations and Trends in Communications and Information Theory
Blind separation of piecewise stationary non-Gaussian sources
Signal Processing
On the analysis of single versus multiple channels of electromagnetic brain signals
Artificial Intelligence in Medicine
Finding a causal ordering via independent component analysis
Computational Statistics & Data Analysis
IEEE Transactions on Audio, Speech, and Language Processing
Blind source separation based on cumulants with time and frequency non-properties
IEEE Transactions on Audio, Speech, and Language Processing
Spread-spectrum watermarking security
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Signal Processing
Generalized identifiability conditions for blind convolutive MIMO separation
IEEE Transactions on Signal Processing
Fast kernel-based independent component analysis
IEEE Transactions on Signal Processing
A template-based isomap algorithm for real-time removal of ocular artifacts from EEG signals
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Bayesian separation of images modeled with MRFs using MCMC
IEEE Transactions on Image Processing
Noniterative map reconstruction using sparse matrix representations
IEEE Transactions on Image Processing
ICA color space for pattern recognition
IEEE Transactions on Neural Networks
3D face recognition using depth-based features
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
Source separation applied to heartbeat Doppler radar
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Normality-based validation for crisp clustering
Pattern Recognition
Bayesian inference in non-Gaussian factor analysis
Statistics and Computing
Asymptotic behavior of random vandermonde matrices with entries on the unit circle
IEEE Transactions on Information Theory
Process disturbance identification using independent component analysis with CART approach
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Fuzzy Cluster Validation Using the Partition Negentropy Criterion
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Gene expression data classification based on non-negative matrix factorization
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Autoregressive model of the hippocampal representation of events
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Controlled complete ARMA independent process analysis
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Stochastic orthogonal and nonorthogonal subspace basis pursuit
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
Blind source separation based on self-organizing neural network
Engineering Applications of Artificial Intelligence
An automated palmprint recognition system
Image and Vision Computing
Face recognition using discriminant locality preserving projections
Image and Vision Computing
Face recognition using optimal linear components of range images
Image and Vision Computing
Complexity Pursuit for Unifying Model
Neural Processing Letters
Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm
Neural Processing Letters
Accurate estimation of ICA weight matrix by implicit constraint imposition using lie group
IEEE Transactions on Neural Networks
Computational intelligent brain computer interaction and its applications on driving cognition
IEEE Computational Intelligence Magazine
A method of target recognition from remote sensing images
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Semi-blind suppression of internal noise for hands-free robot spoken dialog system
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Recognition of quantized still face images
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Blind MIMO-OFDM channel estimation based on ICA and KRLS algorithm
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Performance analysis of the fastica algorithm in ICA-based co-channel communication system
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Blind underdetermined mixture identification by joint canonical decomposition of HO cumulants
IEEE Transactions on Signal Processing
On blind separability based on the temporal predictability method
Neural Computation
Improvements on sparse coding shrinkage and contourlet transform for image denosing
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
On model identifiability in analytic postnonlinear ICA
Neurocomputing
Letters: A fast fixed-point algorithm for complexity pursuit
Neurocomputing
Tools for application-driven linear dimension reduction
Neurocomputing
Unsupervised learning with stochastic gradient
Neurocomputing
Letters: Gaussian moments for noisy complexity pursuit
Neurocomputing
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Dimension reduction based on orthogonality: a decorrelation method in ICA
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Selective noise cancellation using independent component analysis
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Automatic detection of filters in images with Gaussian noise using independent component analysis
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Independent component analysis applied to detection of early breast cancer signs
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
IEEE Transactions on Neural Networks
Blind MIMO-AR system identification and source separation with finite-alphabet
IEEE Transactions on Signal Processing
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
Method of motion data processing based on manifold learning
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
Application of ICA-based anti-collision algorithm in RFID system
Analog Integrated Circuits and Signal Processing
Nonnegative Matrix Factorization on Orthogonal Subspace
Pattern Recognition Letters
Fusing Gabor and LBP feature sets for kernel-based face recognition
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Blind separation of instantaneous mixtures of dependent sources
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
The complex version of the minimum support criterion
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 source separation of a class of nonlinear mixtures
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Independent subspace analysis is unique, given irreducibility
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Optimization on the orthogonal group for independent component analysis
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
Shifted independent component analysis
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Is the general form of Renyi's entropy a contrast for source separation?
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
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Non unitary joint block diagonalization of complex matrices using a gradient approach
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Robust independent component analysis using quadratic negentropy
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Independent process analysis without a priori dimensional information
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Comparative speed analysis of fastICA
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
Discovering convolutive speech phones using sparseness and non-negativity
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
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
System identification in structural dynamics using blind source separation techniques
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Noisy independent component analysis as a method of rotating the factor scores
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Multilinear (tensor) ICA and dimensionality reduction
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
Molecular cancer class discovery using non-negative matrix factorization with sparseness constraint
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Statistical analysis of sample-size effects in ICA
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
EEG activities of dynamic stimulation in VR driving motion simulator
EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics
Statistical analysis of electrophoresis time series for improving basecalling in DNA sequencing
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
On privacy in time series data mining
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Blind sources separation algorithm based on adaptive givens rotations
ICNC'09 Proceedings of the 5th international conference on Natural computation
Research of blind images separation algorithm based on Kernel space
ICNC'09 Proceedings of the 5th international conference on Natural computation
Recent progress of the quasientropy approach to signal and image processing
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Topology representing network map: a new tool for visualization of high-dimensional data
Transactions on computational science I
Determining number of independent sources in undercomplete mixture
EURASIP Journal on Advances in Signal Processing
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Pattern Recognition Letters
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Source extraction by maximizing the variance in the conditional distribution tails
IEEE Transactions on Signal Processing
Blind separation of mutually correlated sources using precoders
IEEE Transactions on Neural Networks
Optimal linear projections for enhancing desired data statistics
Statistics and Computing
ICA based automatic segmentation of dynamic H215 O cardiac PET images
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
A contrast function for independent component analysis without permutation ambiguity
IEEE Transactions on Neural Networks
A new class of attacks on time series data mining\m{1}
Intelligent Data Analysis
Mathematics and Computers in Simulation
Dictionary identification: sparse matrix-factorization via l1-minimization
IEEE Transactions on Information Theory
Independent component analysis for source localization of EEG sleep spindle components
Computational Intelligence and Neuroscience - Special issue on processing of brain signals by using hemodynamic and neuroelectromagnetic modalities
Automatic removal of eye-blink artifacts based on ICA and peak detection algorithm
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Online EMG artifacts removal from EEG based on blind source separation
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Blind signal separation and identification of mixtures of images
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Stability and chaos analysis for an ICA algorithm
Computers & Mathematics with Applications
Wordica: Emergence of linguistic representations for words by independent component analysis
Natural Language Engineering
Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity
The Journal of Machine Learning Research
Complex independent component analysis by entropy bound minimization
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Nonnegative matrix factorization with bounded total variational regularization for face recognition
Pattern Recognition Letters
A two-layer model of natural stimuli estimated with score matching
Neural Computation
A study of the LCMV and MVDR noise reduction filters
IEEE Transactions on Signal Processing
Similarity estimation using Bayes ensembles
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
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
Robust shape retrieval through a novel statistical descriptor
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Discovery of exogenous variables in data with more variables than observations
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Adaptive independent component analysis by modified Kernel density estimation
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Separating pigment components of leaf color image using FastICA
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Journal of Computational Neuroscience
Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter
IEEE Transactions on Signal Processing
Noisy component extraction (NoiCE)
IEEE Transactions on Circuits and Systems Part I: Regular Papers
18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis
Information Sciences: an International Journal
SIAM Journal on Matrix Analysis and Applications
Estimating divergence functionals and the likelihood ratio by convex risk minimization
IEEE Transactions on Information Theory
Semidefinite relaxation bounds for bi-quadratic optimization problems with quadratic constraints
Journal of Global Optimization
Mutual information analysis under the view of higher-order statistics
IWSEC'10 Proceedings of the 5th international conference on Advances in information and computer security
EURASIP Journal on Advances in Signal Processing - Special issue on microphone array speech processing
ICA mixtures applied to ultrasonic nondestructive classification of archaeological ceramics
EURASIP Journal on Advances in Signal Processing - Special issue on signal processing in advanced nondestructive materials inspection
Adaptive time-domain blind separation of speech signals
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
Use of bimodal coherence to resolve spectral indeterminacy in Convolutive BSS
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Adaptive underdetermined ICA for handling an unknown number of sources
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Random pruning of blockwise stationary mixtures for online BSS
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Complex blind source separation via simultaneous strong uncorrelating transform
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind extraction of the sparsest component
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind extraction of intermittent sources
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
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Common spatiotemporal pattern analysis
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Semi-nonnegative independent component analysis: the (3,4)-SENICAexpmethod
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind Source Separation Using Quadratic form Innovation
Neural Processing Letters
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
Integrating independent components and linear discriminant analysis for gender classification
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Modeling face appearance with nonlinear independent component analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A survey of multilinear subspace learning for tensor data
Pattern Recognition
Expectation Truncation and the Benefits of Preselection In Training Generative Models
The Journal of Machine Learning Research
Biquadratic Optimization Over Unit Spheres and Semidefinite Programming Relaxations
SIAM Journal on Optimization
Local appearance-based models using high-order statistics of image features
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A hierarchical framework for spectro-temporal feature extraction
Speech Communication
Quantized based image watermarking in an independent domain
Image Communication
A modified method for blind source separation
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
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
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
An adaptive algorithm for speech source separation in overcomplete cases using wavelet packets
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Linear dimension reduction based on the fourth-order cumulant tensor
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Independent subspace analysis using k-nearest neighborhood distances
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Post-nonlinear blind source separation using neural networks with sandwiched structure
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Stability analysis of multichannel blind deconvolution
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - 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
Fast ICA for online cashflow analysis
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
The hybrid genetic algorithm for blind signal separation
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
Expert Systems with Applications: An International Journal
Correntropy based feature selection using binary projection
Pattern Recognition
Learning variance statistics of natural images
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
An innovative feature selection using fuzzy entropy
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Effect of source kurtosis on MIMO information rate
Digital Signal Processing
Sparse Linear Identifiable Multivariate Modeling
The Journal of Machine Learning Research
The Indian Buffet Process: An Introduction and Review
The Journal of Machine Learning Research
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model
The Journal of Machine Learning Research
Experimental studies of visual models in automatic image annotation
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Hermite polynomials and measures of non-gaussianity
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
On topology of sensor networks deployed for tracking
WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
Nonparametric estimation of fisher vectors to aggregate image descriptors
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
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
Entropic component analysis and its application in geological data
Computers & Geosciences
Flexible-ICA algorithm for a reliable iris recognition
Transactions on large-scale data- and knowledge-centered systems IV
Sparse correlation coefficient for objective image quality assessment
Image Communication
Smartphones get emotional: mind reading images and reconstructing the neural sources
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Single-Channel Source Separation of Audio Signals Using Bark Scale Wavelet Packet Decomposition
Journal of Signal Processing Systems
Journal of Signal Processing Systems
Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors
Journal of Signal Processing Systems
Blind source separation with time series variational Bayes expectation maximization algorithm
Digital Signal Processing
In All Likelihood, Deep Belief Is Not Enough
The Journal of Machine Learning Research
SIAM Journal on Matrix Analysis and Applications
SIAM Journal on Matrix Analysis and Applications
Underdetermined Sparse Blind Source Separation of Nonnegative and Partially Overlapped Data
SIAM Journal on Scientific Computing
Nonlinear adaptive blind source separation based on kernel function
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Research of blind deconvolution algorithm based on high-order statistics and quantum inspired GA
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Selection of optimal dimensionality reduction methods for face recognition using genetic algorithms
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
ICA and GA feature extraction and selection for cloud classification
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Speckle reduction of polarimetric SAR images based on neural ICA
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Learning variability of image feature appearance using statistical methods
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Recognizing facial expressions with PCA and ICA onto dimension of the emotion
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A quasi-stochastic gradient algorithm for variance-dependent component analysis
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A fixed-point algorithm of topographic ICA
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
One-Bit-Matching ICA theorem, convex-concave programming, and combinatorial optimization
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
A cascaded ensemble learning for independent component analysis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
A step by step optimization approach to independent component analysis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
An efficient independent component analysis algorithm for sub-gaussian sources
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
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
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - 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
An automatic method for holter ECG denoising using ICA
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Facial expression recognition in various internal states using independent component analysis
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
A new combinatorial approach to supervised learning: application to gait recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Two-dimensional non-negative matrix factorization for face representation and recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Two adaptive matching learning algorithms for independent component analysis
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
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
Volatility modelling of multivariate financial time series by using ICA-GARCH models
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Analysis of functional MRI image using independent component analysis
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
Functional MRI analysis by a novel spatiotemporal ICA algorithm
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
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
ICA-Based EEG spatio-temporal dipole source localization: a model study
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
On-Line measurement of production plan track based on extension matter-element theory
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Geometrically local embedding in manifolds for dimension reduction
Pattern Recognition
Separation theorem for independent subspace analysis and its consequences
Pattern Recognition
Archetypal analysis for machine learning and data mining
Neurocomputing
An integrated approach for head gesture based interface
Applied Soft Computing
Fast kernel density independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
New permutation algorithms for causal discovery using ICA
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A novel dimension reduction procedure for searching non-gaussian subspaces
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A one-bit-matching learning algorithm for independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Blind separation of underwater acoustic signals
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 canonical genetic algorithm for blind inversion of linear channels
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
An independent component ordering and selection procedure based on the MSE criterion
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Convolutive demixing with sparse discrete prior models for markov sources
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Speech enhancement using ICA with EMD-Based reference
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
On a sparse component analysis approach to blind source separation
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Analysis of feasible solutions of the ICA problem under the one-bit-matching condition
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Local convergence analysis of FastICA
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Testing significance of mixing and demixing coefficients in ICA
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Uniqueness of non-gaussian subspace analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
An easily computable eight times overcomplete ICA method for image data
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
The infomin principle for ICA and topographic mappings
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Novel nonlinear signals separation of optimized entropy based on adaptive natural gradient learning
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Learning overcomplete representations with a generalized gaussian prior
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Multi-level independent component analysis
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Gradient algorithm for nonnegative independent component analysis
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
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
An novel algorithm for blind source separation with unknown sources number
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Identification of mixing matrix in blind source separation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Convolutive blind separation of non-white broadband signals based on a double-iteration method
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Independent component analysis applied to voice activity detection
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
An ICA-Based multivariate discretization algorithm
KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Independent subspace analysis on innovations
ECML'05 Proceedings of the 16th European conference on Machine Learning
Multimodal speaker verification using ear image features extracted by PCA and ICA
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Blind extraction of singularly mixed source signals
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
An efficient score function generation algorithm with information maximization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Independent component analysis for clustering multivariate time series data
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Convergence analysis of a GA-ICA algorithm
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
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
Effective approach for detecting digital image watermarking via independent component analysis
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Hybrid clustering of multiple information sources via HOSVD
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Review: Plant species identification using digital morphometrics: A review
Expert Systems with Applications: An International Journal
Multichannel blind signal separation in semiconductor-based GAS sensor arrays
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
Simulated annealing Based-GA using injective contrast functions for BSS
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Atrial fibrillation analysis based on blind source separation in 12-lead ECG data
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
A survey on feature extraction for pattern recognition
Artificial Intelligence Review
Algorithms for probabilistic latent tensor factorization
Signal Processing
Consistency and asymptotic normality of FastICA and bootstrap FastICA
Signal Processing
ICA over finite fields-Separability and algorithms
Signal Processing
Stability of independent vector analysis
Signal Processing
Independent component analysis based on first-order statistics
Signal Processing
Newton-like methods for nonparametric independent component analysis
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Exterior penalty function method based ICA algorithm for hybrid sources using GKNN estimation
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
Robust Visual Tracking Using an Effective Appearance Model Based on Sparse Coding
ACM Transactions on Intelligent Systems and Technology (TIST)
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
An EEG-based brain-computer interface for dual task driving detection
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Reliable atrial activity extraction from ECG atrial fibrillation signals
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Blind channel deconvolution of real world signals using source separation techniques
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
PET'05 Proceedings of the 5th international conference on Privacy Enhancing Technologies
Block component analysis, a new concept for blind source separation
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
Exact and approximate quantum independent component analysis for qubit uncoupling
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Algebraic solutions to complex blind source separation
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Contrast functions for independent subspace analysis
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
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
To infinity and beyond: on ICA over hilbert spaces
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Separation of sparse signals in overdetermined linear-quadratic mixtures
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
The Journal of Machine Learning Research
Multidimensional Systems and Signal Processing
Hybrid linear and nonlinear complexity pursuit for blind source separation
Journal of Computational and Applied Mathematics
Applying artificial neural networks for face recognition
Advances in Artificial Neural Systems
Linear non-Gaussian causal discovery from a composite set of major US macroeconomic factors
Expert Systems with Applications: An International Journal
Secure watermarking on 3d geometry via ICA and orthogonal transformation
Transactions on Data Hiding and Multimedia Security VII
Extracting multisource brain activity from a single electromagnetic channel
Artificial Intelligence in Medicine
Exploring extensive linguistic feature sets in near-synonym lexical choice
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis
Automatica (Journal of IFAC)
Computational Biology and Chemistry
Wireless Communications & Mobile Computing
On the best rank-1 approximation to higher-order symmetric tensors
Mathematical and Computer Modelling: An International Journal
Entropy-Guided feature generation for structured learning of portuguese dependency parsing
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
Acoustic Rendering and Auditory–Visual Cross-Modal Perception and Interaction
Computer Graphics Forum
Journal of Scientific Computing
Sparse Representation-Based Heartbeat Classification Using Independent Component Analysis
Journal of Medical Systems
Journal of Multivariate Analysis
Genetic Programming and Evolvable Machines
Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard
SIAM Journal on Matrix Analysis and Applications
Fast multi-scale local phase quantization histogram for face recognition
Pattern Recognition Letters
The small sample size problem of ICA: A comparative study and analysis
Pattern Recognition
Subclass discriminant Nonnegative Matrix Factorization for facial image analysis
Pattern Recognition
CUDAICA: GPU optimization of infomax-ICA EEG analysis
Computational Intelligence and Neuroscience - Special issue on Advanced Computational Techniques and Tools for Neuroscience
Uniqueness of linear factorizations into independent subspaces
Journal of Multivariate Analysis
EOG artifact removal using a wavelet neural network
Neurocomputing
Computer Methods and Programs in Biomedicine
Exploiting quadratic mutual information for discriminant analysis
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Fast similarity computation in factorized tensors
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
A two-stage Independent Component Analysis-based method for blind detection in CDMA systems
Digital Signal Processing
Jacobi iterations for Canonical Dependence Analysis
Signal Processing
Computational Statistics & Data Analysis
Face recognition with local gabor textons
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
A semiparametric approach to source separation using independent component analysis
Computational Statistics & Data Analysis
Gender classification from unaligned facial images using support subspaces
Information Sciences: an International Journal
Negative evidences and co-occurences in image retrieval: the benefit of PCA and whitening
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
MDL-Based analysis of time series at multiple time-scales
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Text mining for wellbeing: selecting stories using semantic and pragmatic features
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Learning mixtures of spherical gaussians: moment methods and spectral decompositions
Proceedings of the 4th conference on Innovations in Theoretical Computer Science
Adaptive weighted orthogonal constrained algorithm for blind source separation
Digital Signal Processing
On solving biquadratic optimization via semidefinite relaxation
Computational Optimization and Applications
Supervised isomap based on pairwise constraints
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
Empirical Software Engineering
3D aided face recognition across pose variations
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Expert Systems with Applications: An International Journal
Learning with weak views based on dependence maximization dimensionality reduction
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
CloudSVM: training an SVM classifier in cloud computing systems
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Automatic webcam-based human heart rate measurements using laplacian eigenmap
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Learning discriminant face descriptor for face recognition
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Robust face recognition using the GAP feature
Pattern Recognition
Latent feature learning in social media network
Proceedings of the 21st ACM international conference on Multimedia
Pairwise likelihood ratios for estimation of non-Gaussian structural equation models
The Journal of Machine Learning Research
Most Tensor Problems Are NP-Hard
Journal of the ACM (JACM)
Journal of Control Science and Engineering
Face recognition with enhanced local directional patterns
Neurocomputing
Noncontact automatic heart rate analysis in visible spectrum by specific face regions
Proceedings of the 14th International Conference on Computer Systems and Technologies
Reducing the computation time for BCI using improved ICA algorithms
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Modulation domain blind speech separation in noisy environments
Speech Communication
Information estimators for weighted observations
Neural Networks
Atrial activity selection for atrial fibrillation ECG recordings
Computers in Biology and Medicine
Tumor gene expressive data classification based on locally linear representation fisher criterion
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Increasing mapping based hidden Markov model for dynamic process monitoring and diagnosis
Expert Systems with Applications: An International Journal
Robotics and Autonomous Systems
Towards automated appliance recognition using an EMF sensor in NILM platforms
Advanced Engineering Informatics
A Bayesian inverse solution using independent component analysis
Neural Networks
From devices to people: attribution of search activity in multi-user settings
Proceedings of the 23rd international conference on World wide web
A survey on feature selection methods
Computers and Electrical Engineering
International Journal of Bioinformatics Research and Applications
TVICA-Time varying independent component analysis and its application to financial data
Computational Statistics & Data Analysis
Local Mutual Information for Dissimilarity-Based Image Segmentation
Journal of Mathematical Imaging and Vision
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