A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data
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
Adaptive Score Functions for Maximum Likelihood ICA
Journal of VLSI Signal Processing Systems
Blind source separation using the maximum signal fraction approach
Signal Processing
Blind separation methods based on Pearson system and its extensions
Signal Processing
Learning generative models of natural images
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
An Attempt for Coloring Multichannel MR Imaging Data
IEEE Transactions on Visualization and Computer Graphics
Unsupervised learning in neural computation
Theoretical Computer Science - Natural computing
Robust blind source separation by beta divergence
Neural Computation
Linear geometric ICA: fundamentals and algorithms
Neural Computation
Topic Identification in Dynamical Text by Complexity Pursuit
Neural Processing Letters
VideoCube: A Novel Tool for Video Mining and Classification
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
An Improved Cumulant Based Method for Independent Component Analysis
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ISMDA '02 Proceedings of the Third International Symposium on Medical Data Analysis
Popular Song Retrieval Based on Singing Matching
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
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
Independent multiresolution component analysis and matching pursuit
Computational Statistics & Data Analysis - Special issue: Computational econometrics
Second-order blind source separation in the Fourier space of data
Signal Processing
Intrinsic generalization analysis of low dimensional representations
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
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
A multiscale framework for blind separation of linearly mixed signals
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
General sound classification and similarity in MPEG-7
Organised Sound
Tomato sorting using independent component analysis on spectral images
Real-Time Imaging - Special issue on spectral imaging
Optimal Linear Representations of Images for Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchy, priors and wavelets: structure and signal modelling using ICA
Signal Processing - Special issue on independent components analysis and beyond
Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications
Journal of VLSI Signal Processing Systems
Minimax mutual information approach for independent component analysis
Neural Computation
GaP: a factor model for discrete data
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Identification of Shared Components and Sparse Networks in Gene Expression Time-Course Data
Journal of VLSI Signal Processing Systems
Blind source separation using block-coordinate relative Newton method
Signal Processing
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
A multiscale framework for blind separation of linearly mixed signals
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
Statistical Shape Analysis: Clustering, Learning, and Testing
IEEE Transactions on Pattern Analysis and Machine Intelligence
A non-parametric approach for dynamic range estimation of nonlinear systems
Proceedings of the 42nd annual Design Automation Conference
Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM
ICML '05 Proceedings of the 22nd international conference on Machine learning
Blind source separation of positive and partially correlated data
Signal Processing
Reference-based blind source separation using a deflation approach
Signal Processing
Independent Component Analysis for Solid-State Chemical Sensor Arrays
Applied Intelligence
ICA Based Supervised Gene Classification of Microarray Data in Yeast Functional Genome
HPCASIA '05 Proceedings of the Eighth International Conference on High-Performance Computing in Asia-Pacific Region
Face recognition by Kernel independent component analysis
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Features for unsupervised document classification
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay
Neural Computation
Topographic Independent Component Analysis
Neural Computation
Blind Source Separation by Sparse Decomposition in a Signal Dictionary
Neural Computation
Complexity Pursuit: Separating Interesting Components from Time Series
Neural Computation
Blind source separation of more sources than mixtures using sparse mixture models
Pattern Recognition Letters
An analysis of entropy estimators for blind source separation
Signal Processing
Face recognition technique based on modular ICA approach
Intelligent information processing II
Achieving subspace or key security for WOA using natural or circular watermarking
MM&Sec '06 Proceedings of the 8th workshop on Multimedia and security
Effective blind separation of skewed sources
Signal Processing - Fractional calculus applications in signals and systems
Topographic map formation of factorized Edgeworth-expanded kernels
Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05
Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention
IEEE Transactions on Pattern Analysis and Machine Intelligence
An information theoretic approach to a novel nonlinear independent component analysis paradigm
Signal Processing - Special issue: Information theoretic signal processing
A fast algorithm for one-unit ICA-R
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Pixel-based and region-based image fusion schemes using ICA bases
Information Fusion
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
Signal Processing - Special section: Distributed source coding
Robust Prewhitening for ICA by Minimizing β-Divergence and Its Application to FastICA
Neural Processing Letters
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
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing
Portfolio value at risk based on independent component analysis
Journal of Computational and Applied Mathematics
Example-based interpolation of human motion
ACM SIGGRAPH 2002 conference abstracts and applications
A Linear Non-Gaussian Acyclic Model for Causal Discovery
The Journal of Machine Learning Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonlinear independent component analysis with minimal nonlinear distortion
Proceedings of the 24th international conference on Machine learning
An informed source separation of astrophysical ice analogs
Digital Signal Processing
Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function
Journal of VLSI Signal Processing Systems
Adapted method for separating kinetic SZ signal from primary CMB fluctuations
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
MISEP Method for Postnonlinear Blind Source Separation
Neural Computation
gpICA: a novel nonlinear ICA algorithm using geometric linearization
EURASIP Journal on Applied Signal Processing
Face recognition using local and global features
EURASIP Journal on Applied Signal Processing
Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion
Pattern Recognition Letters
Letters: Nonlinear innovation to blind source separation
Neurocomputing
A histogram based data-reducing algorithm for the fixed-point independent component analysis
Pattern Recognition Letters
Journal of Medical Systems
Smooth component extraction from a set of financial data mixtures
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
A feature-selective independent component analysis method for functional MRI
Journal of Biomedical Imaging
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
Constrained subspace ica based on mutual information optimization directly
Neural Computation
An algorithm for extracting fetal electrocardiogram
Neurocomputing
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
Independent component analysis-based defect detection in patterned liquid crystal display surfaces
Image and Vision Computing
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
Cancer classification using Rotation Forest
Computers in Biology and Medicine
The detection of changes of the auditory scene structure using a concept of short-time ICA
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
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
Compound noise separation in digital circuits using blind source separation
Microelectronics Journal
ICA and ISA using Schweizer-Wolff measure of dependence
Proceedings of the 25th international conference on Machine learning
A simple ICA-based digital image watermarking scheme
Digital Signal Processing
INDEPENDENT COMPONENT ANALYSIS OF EEG RECORDED DURING TWO-PERSON GAME PLAYING
Applied Artificial Intelligence
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
Method to separate sparse components from signal mixtures
Digital Signal Processing
A new study in maintenance for transmission lines based on independent component analysis
IMACS'08 Proceedings of the 7th WSEAS International Conference on Instrumentation, Measurement, Circuits and Systems
Blind seismic deconvolution by exploiting the sparsity of mixing matrix and earth signal
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
The Application of ICA to the X-Ray Digital Subtraction Angiography
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A Speech Enhancement Method in Subband
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Extraction of Approximate Independent Components from Large Natural Scenes
Neural Information Processing
Blind Source Separation Coping with the Change of the Number of Sources
Neural Information Processing
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Improving Tumor Clustering Based on Gene Selection
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
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
Fine-Scale Genetic Mapping Using Independent Component Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
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
WSEAS Transactions on Signal Processing
FastICA algorithm for the separation of mixed images
WSEAS Transactions on Signal Processing
Data-driven curvature for real-time line drawing of dynamic scenes
ACM Transactions on Graphics (TOG)
Watermarking Security Incorporating Natural Scene Statistics
Information Hiding
A new study in maintenance for transmission lines
WSEAS Transactions on Circuits and Systems
Monitoring the application-layer DDoS attacks for popular websites
IEEE/ACM Transactions on Networking (TON)
A smoothed bootstrap test for independence based on mutual information
Computational Statistics & Data Analysis
A Robust and Non-invasive Fetal Electrocardiogram Extraction Algorithm in a Semi-Blind Way
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
IEICE - Transactions on Information and Systems
Estimating Squared-Loss Mutual Information for Independent Component Analysis
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
Estimating Hidden Influences in Metabolic and Gene Regulatory Networks
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
Denoising Single Trial Event Related Magnetoencephalographic Recordings
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Atrial Activity Extraction Based on Statistical and Spectral Features
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
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Financial time series forecasting using independent component analysis and support vector regression
Decision Support Systems
Blind source separation with nonlinear autocorrelation and non-Gaussianity
Journal of Computational and Applied Mathematics
On vector averaging over the unit hypersphere
Digital Signal Processing
Online pairing of VoIP conversations
The VLDB Journal — The International Journal on Very Large Data Bases
Fast nonlinear autocorrelation algorithm for source separation
Pattern Recognition
A GA-Based Approach to ICA Feature Selection: An Efficient Method to Classify Microarray Datasets
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A Novel Moving Object Tracking Method Using ICA-R
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A New Approach to Improving ICA-Based Models for the Classification of Microarray Data
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
ISFET Source Separation based on linear ICA
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
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
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Analyzing Human Gait Using Patterns of Translation and Rotation
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Detection and separation in space time block coding using noisy compound PCA - ICA model
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
Expert Systems with Applications: An International Journal
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
A method for visualizing independent spatio-temporal patterns of brain activity
EURASIP Journal on Advances in Signal Processing - Special issue on statistical signal processing in neuroscience
Artificial Intelligence in Medicine
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Journal of Cognitive Neuroscience
Blind separation of piecewise stationary non-Gaussian sources
Signal Processing
Microarray data classification based on ensemble independent component selection
Computers in Biology and Medicine
Data & Knowledge Engineering
Finding a causal ordering via independent component analysis
Computational Statistics & Data Analysis
Spread-spectrum watermarking security
IEEE Transactions on Information Forensics and Security
Personal authentication using finger knuckle surface
IEEE Transactions on Information Forensics and Security
Tumor clustering using nonnegative matrix factorization with gene selection
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Intelligent ICA-SVM fault detector for non-Gaussian multivariate process monitoring
Expert Systems with Applications: An International Journal
Mutual Information Based Approach for Nonnegative Independent Component Analysis
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
An Improved Fast ICA Algorithm for IR Objects Recognition
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
A Robust Audio Content Protection Scheme
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A post nonlinear geometric algorithm for independent component analysis
Digital Signal Processing
A hybrid feature extraction framework based on risk minimization and independence maximization
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
Database retrieval for similar images using ICA and PCA bases
Engineering Applications of Artificial Intelligence
Blind source separation based on self-organizing neural network
Engineering Applications of Artificial Intelligence
Face recognition using optimal linear components of range images
Image and Vision Computing
Smooth component extraction from a set of financial data mixtures
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Complexity Pursuit for Unifying Model
Neural Processing Letters
Application of independent component analysis to the aero-engine fault diagnosis
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
An actual blind detection watermark approach based on CT and ICA
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
A novel algorithm to improve the blind receiver for convolutive MIMO systems
ISWCS'09 Proceedings of the 6th international conference on Symposium on Wireless Communication Systems
Accurate estimation of ICA weight matrix by implicit constraint imposition using lie group
IEEE Transactions on Neural Networks
Linear mltilayer ICA using adaptive PCA
Neural Processing Letters
On blind separability based on the temporal predictability method
Neural Computation
Robust nonlinear power iteration algorithm for adaptive blind separation of independent signals
Digital Signal Processing
An improved method for independent component analysis with reference
Digital Signal Processing
A robust H∞ learning approach to blind separation of signals
Digital Signal Processing
Letters: A fast fixed-point algorithm for complexity pursuit
Neurocomputing
Tools for application-driven linear dimension reduction
Neurocomputing
Letters: Gaussian moments for noisy complexity pursuit
Neurocomputing
Natural watermarking: a secure spread spectrum technique for WOA
IH'06 Proceedings of the 8th international conference on Information hiding
Learning optimal representations for image retrieval applications
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Independent component analysis and support vector machine for face feature extraction
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Iris feature extraction using independent component analysis
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A new collusion attack and its performance evaluation
IWDW'02 Proceedings of the 1st international conference on Digital watermarking
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
The infomin criterion: an information theoretic unifying objective function for topographic mappings
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Spatial independent component analysis of multitask-related activation in fMRI data
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
ICVR'07 Proceedings of the 2nd international conference on Virtual reality
IEEE Transactions on Neural Networks
The deflation-based FastICA estimator: statistical analysis revisited
IEEE Transactions on Signal Processing
Affine iterative closest point algorithm for point set registration
Pattern Recognition Letters
A robust complex FastICA algorithm using the huber M-estimator cost function
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
An eigenvector algorithm with reference signals using a deflation approach for blind deconvolution
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
Kernel-based nonlinear independent component analysis
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Infinite sparse factor analysis and infinite independent components analysis
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Blind signal separation methods for the identification of interstellar carbonaceous nanoparticles
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
Compact representations of market securities using smooth component extraction
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Independent factor reinforcement learning for portfolio management
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
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
Unmixed spectrum clustering for template composition in lung sound classification
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Discriminant independent component analysis
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
An offline independent component analysis algorithm for colored sources
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Blind sources separation algorithm based on adaptive givens rotations
ICNC'09 Proceedings of the 5th international conference on Natural computation
Active steganalysis with only one stego image
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Computers and Industrial Engineering
Determining number of independent sources in undercomplete mixture
EURASIP Journal on Advances in Signal Processing
Bayesian dimension reduction models for microarray data
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
PCA Gaussianization for image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multichannel blind separation and deconvolution of images for document analysis
IEEE Transactions on Image Processing
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 new class of attacks on time series data mining\m{1}
Intelligent Data Analysis
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
Nonnegative Principal Component Analysis for Cancer Molecular Pattern Discovery
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Blind source separation with low frequency compensation for convolutive mixtures
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Credit based network management by discriminate analysis
Proceedings of the 5th International Conference on Future Internet Technologies
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
Colored subspace analysis: dimension reduction based on a signal's autocorrelation structure
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Temporally local maximum signal fraction analysis for artifact removal from biomedical signals
IEEE Transactions on Signal Processing
Extraction of signals with specific temporal structure using kernel methods
IEEE Transactions on Signal Processing
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
ICA-based automatic classification of magnetic resonance images from ADNI data
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Independent component analysis: Mining microarray data for fundamental human gene expression modules
Journal of Biomedical Informatics
Twin SVM for gesture classification using the surface electromyogram
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Parallel ICA methods for EEG neuroimaging
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed 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
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
Use of prior knowledge in a non-Gaussian method for learning linear structural equation models
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Information-theoretic model selection for independent components
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind 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
IPRA: Regressing Data with Independent Parameters
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
A Geometrically Constrained ICA Algorithm for Blind Separation in Convolutive Environments
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Journal on Image and Video Processing - Special issue on advanced video-based surveillance
Heuristic enhancement of magneto-optical images for NDE
EURASIP Journal on Advances in Signal Processing - Special issue on signal processing in advanced nondestructive materials inspection
Hybrid ICA-seed-based methods for fMRI functional connectivity assessment: a feasibility study
Journal of Biomedical Imaging
Optimal linear representations of images for object recognition
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
Blind Signal Separation for Cognitive Radio
Journal of Signal Processing Systems
A modified method for blind source separation
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
A novel conjugate gradient based block adaptive ICA algorithm for dynamic environments
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal 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
Learning invariant structure for object identification by using graph methods
Computer Vision and Image Understanding
Functional data analysis in shape analysis
Computational Statistics & Data Analysis
Boosted independent features for face expression recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Gait recognition using independent component analysis
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - 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
A new speech enhancement method for adverse noise environment
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
A GA based approach to improving the ICA based classification models for tumor classification
WSEAS Transactions on Information Science and Applications
A comparative study of ICA algorithms for ECG signal processing
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
Independent component analysis: a low-complexity technique
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Monitoring abnormal network traffic based on blind source separation approach
Journal of Network and Computer Applications
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model
The Journal of Machine Learning Research
Fast independent component analysis using a new property
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Electromagnetic analysis enhancement with signal processing techniques
ACISP'11 Proceedings of the 16th Australasian conference on Information security and privacy
Learning Topographic Representations of Nature Images with Pairwise Cumulant
Neural Processing Letters
Independent complexity patterns in single neuron activity induced by static magnetic field
Computer Methods and Programs in Biomedicine
Flexible-ICA algorithm for a reliable iris recognition
Transactions on large-scale data- and knowledge-centered systems IV
Sparse correlation coefficient for objective image quality assessment
Image Communication
Maximum contrast analysis for nonnegative blind source separation
Computers & Mathematics with Applications
Blind Deconvolution of Multi-Input Single-Output Systems Using the Distribution of Point Distances
Journal of Signal Processing Systems
Blind source separation with time series variational Bayes expectation maximization algorithm
Digital Signal Processing
Extracting post-nonlinear signal with reference
Computers and Electrical Engineering
Original articles: Intelligent multichannel sensors for pulse wave analysis
Mathematics and Computers in Simulation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
An in-depth comparasion on FastICA, CuBICA and IC-FastICA
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Genetic algorithm based on independent component analysis for global optimization
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
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
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
Robust ICA neural network and application on synthetic aperture radar (SAR) image analysis
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Retrieval-Aware image compression, its format and viewer based upon learned bases
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Representation interest point using empirical mode decomposition and independent components analysis
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
MRF based spatial complexity for hyperspectral imagery unmixing
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
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
Self-adaptive FastICA based on generalized gaussian model
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
Fast independent component analysis for face feature extraction
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Affine invariant descriptors for color images based on independent component analysis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Locally spatiotemporal saliency representation: the role of independent component analysis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
“What” and “where” information based attention guidance model
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Reducing motion artifacts for robust QRS detection in capacitive sensor arrays
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Efficient parametric projection pursuit density estimation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Security of DM quantization watermarking schemes: a practical study for digital images
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
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
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
Gait recognition using wavelet descriptors and independent component analysis
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A cartoon video detection method based on active relevance feedback and SVM
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
An intelligent vehicle security system based on modeling human driving behaviors
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Independent components analysis for representation interest point descriptors
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Statistical processes monitoring based on improved ICA and SVDD
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Geometric invariant curve and surface normalization
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Robust ordering of independent spatial components of fMRI data using canonical correlation analysis
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Fast kernel density independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
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
Estimating non-gaussian subspaces by characteristic functions
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
Partitioned factor analysis for interference suppression and source extraction
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Sparse nonnegative matrix factorization applied to microarray data sets
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 by PCA approach: relating higher-order statistics to second-order moments
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Improvement on multivariate statistical process monitoring using multi-scale ICA
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Wavelet denoising as preprocessing stage to improve ICA performance in atrial fibrillation analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Robust preprocessing of gene expression microarrays for independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Blind partial separation of instantaneous mixtures of sources
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
An extended online Fast-ICA algorithm
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
Local stability analysis of maximum nongaussianity estimation in independent component analysis
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Convergence analysis of a discrete-time single-unit gradient ICA algorithm
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Penalized independent component discriminant method for tumor classification
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Global convergence of FastICA: theoretical analysis and practical considerations
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Aquaculture feature extraction from satellite image using independent component analysis
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Independent component analysis for clustering multivariate time series data
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A new approach to clustering and object detection with independent component analysis
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Watermarking attack: security of WSS techniques
IWDW'04 Proceedings of the Third international conference on Digital Watermarking
CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval
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
Hybridizing sparse component analysis with genetic algorithms for blind source separation
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
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
An approach to texture segmentation analysis based on sparse coding model and EM algorithm
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
A comparative study on multiscale fractal dimension descriptors
Pattern Recognition Letters
Clustering of signals using incomplete independent component analysis
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Filtering-Free blind separation of correlated images
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Kernel methods for nonlinear discriminative data analysis
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Consistency and asymptotic normality of FastICA and bootstrap FastICA
Signal Processing
Object detection and feature base learning with sparse convolutional neural networks
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
ICA based normalization of 3d objects
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
Functional connectivity in the resting brain: an analysis based on ICA
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Top-down attention guided object detection
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)
Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements
Expert Systems with Applications: An International Journal
Pose invariant generic object recognition with orthogonal axis manifolds in linear subspace
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A blind robust watermarking scheme based on ICA and image dividing blocks
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Effects of second-order statistics on independent component filters
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
PET'05 Proceedings of the 5th international conference on Privacy Enhancing Technologies
Plant classification based on multilinear independent component analysis
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Distributional convergence of subspace estimates in FastICA: a bootstrap study
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Bayesian inference of latent causes in gene regulatory dynamics
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Hybrid linear and nonlinear complexity pursuit for blind source separation
Journal of Computational and Applied Mathematics
Harmonic retrieval by period blind source extraction method: Model and algorithm
Digital Signal Processing
Artificial Intelligence in Medicine
Computational Biology and Chemistry
Sparse Representation-Based Heartbeat Classification Using Independent Component Analysis
Journal of Medical Systems
EigenBot: foiling spamming botnets with matrix algebra
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
The small sample size problem of ICA: A comparative study and analysis
Pattern Recognition
Measuring non-gaussianity by phi-transformed and fuzzy histograms
Advances in Artificial Neural Systems - Special issue on Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine
CUDAICA: GPU optimization of infomax-ICA EEG analysis
Computational Intelligence and Neuroscience - Special issue on Advanced Computational Techniques and Tools for Neuroscience
An eigengene-based classifier committee learning algorithm for tumor classification
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Independent component analysis of excavator noise
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
A comparative study of efficient initialization methods for the k-means clustering algorithm
Expert Systems with Applications: An International Journal
Automatic detection of erythemato-squamous diseases using PSO-SVM based on association rules
Engineering Applications of Artificial Intelligence
Adaptive weighted orthogonal constrained algorithm for blind source separation
Digital Signal Processing
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Objects detection and tracking in highly congested traffic using compressed video sequences
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Bayesian modeling of visual attention
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Expert Systems with Applications: An International Journal
Data interpolation for participatory sensing systems
Pervasive and Mobile Computing
Fusion of facial expressions and EEG for implicit affective tagging
Image and Vision Computing
Preserving Privacy in Time Series Data Mining
International Journal of Data Warehousing and Mining
ECG arrhythmia classification based on optimum-path forest
Expert Systems with Applications: An International Journal
Clustering Based on Independent Component
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Visualizing dimensionality reduction of systems biology data
Data Mining and Knowledge Discovery
Independent component analysis for near-synonym choice
Decision Support Systems
Scalable supervised dimensionality reduction using clustering
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Functional activity maps based on significance measures and Independent Component Analysis
Computer Methods and Programs in Biomedicine
Pairwise likelihood ratios for estimation of non-Gaussian structural equation models
The Journal of Machine Learning Research
A novel ensemble algorithm for tumor classification
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
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
Blind separation of non-stationary sources using continuous density hidden Markov models
Digital Signal Processing
Increasing mapping based hidden Markov model for dynamic process monitoring and diagnosis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Automated detection of atrial fibrillation using Bayesian paradigm
Knowledge-Based Systems
Journal of Intelligent Manufacturing
Towards automated appliance recognition using an EMF sensor in NILM platforms
Advanced Engineering Informatics
Information Sciences: an International Journal
Evaluating the use of ECG signal in low frequencies as a biometry
Expert Systems with Applications: An International Journal
Asynchronism-based principal component analysis for time series data mining
Expert Systems with Applications: An International Journal
A Bayesian inverse solution using independent component analysis
Neural Networks
| Hi-index | 0.04 |
Independent component analysis (ICA) is a statistical method for transforming an observed multidimensional random vector into components that are statistically as independent from each other as possible. We use a combination of two different approaches for linear ICA: Comon's information theoretic approach and the projection pursuit approach. Using maximum entropy approximations of differential entropy, we introduce a family of new contrast functions for ICA. These contrast functions enable both the estimation of the whole decomposition by minimizing mutual information, and estimation of individual independent components as projection pursuit directions. The statistical properties of the estimators based on such contrast functions are analyzed under the assumption of the linear mixture model, and it is shown how to choose contrast functions that are robust and/or of minimum variance. Finally, we introduce simple fixed-point algorithms for practical optimization of the contrast functions