A Neural Network for PCA and Beyond
Neural Processing Letters
A fast fixed-point algorithm for independent component analysis
Neural Computation
Natural gradient works efficiently in learning
Neural Computation
Neural Computation
Feature extraction through LOCOCODE
Neural Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Efficient Speech Feature Extraction Based on Independent Component Analysis
Neural Processing Letters
Flexible Independent Component Analysis
Journal of VLSI Signal Processing Systems
Maximum Likelihood Unsupervised Source Separation in Gaussian Noise
Journal of VLSI Signal Processing Systems
Modeling MPEG Coded Video Traffic by Markov-Modulated Self-Similar Processes
Journal of VLSI Signal Processing Systems
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
Neural methods for antenna array signal processing: a review
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
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
Multichannel Algorithms for Simultaneous Equalization andInterference Suppression
Wireless Personal Communications: An International Journal
Principal Manifolds and Probabilistic Subspaces for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Blind Source Separation Using Principal Component Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Discriminative Dimensionality Reduction Based on Generalized LVQ
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
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
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
A Learning Method of Feature Selection for Rough Classification
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
Second-order blind source separation in the Fourier space of data
Signal Processing
Speech Communication - Special issue on speech processing for hearing aids
Kernel independent component analysis
The Journal of Machine Learning Research
Blind source separation in frequency domain
Signal Processing
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
Three easy ways for separating nonlinear mixtures?
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
Blind separation of jointly stationary correlated sources
Signal Processing - Special issue on independent components analysis and beyond
Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior
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
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
Weather Data Mining Using Independent Component Analysis
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Adaptive blind separation with an unknown number of sources
Neural Computation
ICA using spacings estimates of entropy
The Journal of Machine Learning Research
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
Blind separation of convolutive mixtures by decorrelation
Signal Processing
Feature Extraction Using Independent Components of Each Category
Neural Processing 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
Blind source separation of positive and partially correlated data
Signal Processing
Independent Component Analysis Segmentation Algorithm
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Independent Component Analysis for Solid-State Chemical Sensor Arrays
Applied Intelligence
Neural Computation
Topographic Independent Component Analysis
Neural Computation
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
Data-guided model combination by decomposition and aggregation
Machine Learning
An information theoretic approach to a novel nonlinear independent component analysis paradigm
Signal Processing - Special issue: Information theoretic signal processing
Learning Sparse Overcomplete Codes for Images
Journal of VLSI Signal Processing Systems
Ensemble learning for independent component analysis
Pattern Recognition
Expert Systems with Applications: An International Journal
Learning Sparse Overcomplete Codes for Images
Journal of VLSI Signal Processing Systems
Linear multilayer ICA generating hierarchical edge detectors
Neural Computation
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing
Learning Image Components for Object Recognition
The Journal of Machine Learning Research
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
Undercomplete Blind Subspace Deconvolution
The Journal of Machine Learning Research
A Systolic Architecture and Implementation of Feedback Network for Blind Source Separation
Journal of VLSI Signal Processing Systems
An informed source separation of astrophysical ice analogs
Digital 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
EURASIP Journal on Audio, Speech, and Music Processing
EURASIP Journal on Applied Signal Processing
Letters: Nonlinear innovation to blind source separation
Neurocomputing
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
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
Improvement of the fetal electrocardiogram signals
MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering
INDEPENDENT COMPONENT ANALYSIS OF EEG RECORDED DURING TWO-PERSON GAME PLAYING
Applied Artificial Intelligence
International Journal of Remote Sensing
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks
Neural Processing Letters
Letters: Gaussian moments for noisy unifying model
Neurocomputing
Computational Intelligence and Security
Neural-Based Separating Method for Nonlinear Mixtures
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Blind Separation of Positive Signals by Using Genetic Algorithm
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Extraction of Approximate Independent Components from Large Natural Scenes
Neural Information Processing
Identifying Single Source Data for Mixing Matrix Estimation in Instantaneous Blind Source Separation
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
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
A fixed-point algorithm for blind source separation with nonlinear autocorrelation
Journal of Computational and Applied Mathematics
Adaptive improved natural gradient algorithm for blind source separation
Neural Computation
A Distortion-Free Learning Algorithm for Feedforward Multi-Channel Blind Source Separation
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
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 '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
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
Blind separation of linear-quadratic mixtures of real sources using a recurrent structure
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A new Geometrical ICA-based method for Blind Separation of Speech Signals.
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
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
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Compromising anonymous communication systems using blind source separation
ACM Transactions on Information and System Security (TISSEC)
IEEE Transactions on Signal Processing
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
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
Complexity Pursuit for Unifying Model
Neural Processing Letters
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
Computational intelligent brain computer interaction and its applications on driving cognition
IEEE Computational Intelligence Magazine
Recognition of quantized still face images
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Blind underdetermined mixture identification by joint canonical decomposition of HO cumulants
IEEE Transactions on Signal Processing
Letters: A fast fixed-point algorithm for complexity pursuit
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
Independent component analysis minimizing convex divergence
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
Resolution enhancement in ΣΔ learners for superresolution source separation
IEEE Transactions on Signal Processing
Blind source separation of a class of nonlinear mixtures
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Stable higher-order recurrent neural network structures for nonlinear blind 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
An EM algorithm for independent component analysis using an AR-GGD source model
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
EEG activities of dynamic stimulation in VR driving motion simulator
EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics
On privacy in time series data mining
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
On the stability problem for a class of communication systems
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
On the signal periodicity problem
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
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
Text extraction from graphical document images using sparse representation
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Monitoring abnormal traffic flows based on independent component analysis
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Source extraction by maximizing the variance in the conditional distribution tails
IEEE Transactions on Signal Processing
A new class of attacks on time series data mining\m{1}
Intelligent Data Analysis
Wordica: Emergence of linguistic representations for words by independent component analysis
Natural Language Engineering
A watermarking-based method for informed source separation of audio signals with a single sensor
IEEE Transactions on Audio, Speech, and Language Processing
A two-layer model of natural stimuli estimated with score matching
Neural Computation
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Signature extraction using mutual interdependencies
Pattern Recognition
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
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
Blind extraction of intermittent sources
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
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
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 reference suite design for blind signal separation
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
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
Application of blind source separation to time delay estimation in interference environments
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Blind identification and deconvolution for noisy two-input two-output channels
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
Fast ICA for online cashflow analysis
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Anomaly detection in information streams without prior domain knowledge
IBM Journal of Research and Development
Inferring parameters and structure of latent variable models by variational bayes
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
International Journal of Information Technology and Management
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
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
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Local independent factorization of natural scenes
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Separation theorem for independent subspace analysis and its consequences
Pattern Recognition
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
Undoing the affine transformation using blind source separation
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
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
An ICA learning algorithm utilizing geodesic approach
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
Blind source separation based on generalized variance
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Application of blind source separation to five-element cross array passive location
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Independent subspace analysis on innovations
ECML'05 Proceedings of the 16th European conference on Machine Learning
Independent component analysis for clustering multivariate time series data
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A FPGA architecture of blind source separation and real time implementation
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
Blind signal separation through cooperating ANNs
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A parallel array architecture of MIMO feedback network and real time implementation
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
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
A survey on feature extraction for pattern recognition
Artificial Intelligence Review
Underdetermined blind separation of speech signals with delays in different time-frequency domains
Nonlinear Speech Modeling and Applications
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Sparse source separation with unknown source number
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
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
Hybrid linear and nonlinear complexity pursuit for blind source separation
Journal of Computational and Applied Mathematics
Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis
Automatica (Journal of IFAC)
Effective principal component analysis
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
A semiparametric approach to source separation using independent component analysis
Computational Statistics & Data Analysis
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
Robust estimation of shape and polarisation using blind source separation
Pattern Recognition Letters
A combination of blind source separation and impulsive chaos synchronisation for encryption
International Journal of Autonomous and Adaptive Communications Systems
Visual saliency detection using information divergence
Pattern Recognition
Automatic field data analyzer for closed-loop vehicle design
Information Sciences: an International Journal
A novel approach to polarimetric SAR data processing based on Nonlinear PCA
Pattern Recognition
International Journal of Bioinformatics Research and Applications
TVICA-Time varying independent component analysis and its application to financial data
Computational Statistics & Data Analysis
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