Independent component analysis: algorithms and applications

Topography as a property of the natural sensory world

Natural Computing: an international journal

Book reviews: Awakening a sleeping cat: A review of "information theory and the brain"

Neural Networks

Estimating Overcomplete Independent Component Bases for Image Windows

Journal of Mathematical Imaging and Vision

What Is the Role of Independence for Visual Recognition?

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I

A Biologically Plausible Approach to Cat and Dog Discrimination

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

The Experience and Practice of Developing a Brain Functional Analysis System Using ICA on a Grid Environment

ASIAN '02 Proceedings of the7th Asian Computing Science Conference on Advances in Computing Science: Internet Computing and Modeling, Grid Computing, Peer-to-Peer Computing, and Cluster

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

Nonlinear Signal Processing for Noise Reduction of Unaveraged Single Channel MEG Data

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis

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

Recognizing Objects by Their Appearance Using Eigenimages

SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics

Popular Song Retrieval Based on Singing Matching

PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

Image denoising using self-organizing map-based nonlinear independent component analysis

Neural Networks - New developments in self-organizing maps

Feature learning with a genetic algorithm for fluorescence fingerprinting of plant species

Pattern Recognition Letters

Tomato sorting using independent component analysis on spectral images

Real-Time Imaging - Special issue on spectral imaging

Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results

Journal of VLSI Signal Processing Systems

A Blind Source Separation Technique for Extracting Sinusoidal Interferences in Ultrasonic Non-Destructive Testing

Journal of VLSI Signal Processing Systems

GaP: a factor model for discrete data

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Discriminatory mining of gene expression microarray data

Journal of VLSI Signal Processing Systems - Special issue on signal processing and neural networks for bioinformatics

Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering

Neural Computation

Multi-Layer Hierarchical Clustering of Pedestrian Trajectories for Automatic Counting of People in Video Sequences

WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02

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

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

Source separation in astrophysical maps using independent factor analysis

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

Information-Theoretic Active Polygons for Unsupervised Texture Segmentation

International Journal of Computer Vision

Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle

Machine Learning

Image matching using alpha-entropy measures and entropic graphs

Signal Processing - Special section on content-based image and video retrieval

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

Statistics and Computing

Expressive speech-driven facial animation

ACM Transactions on Graphics (TOG)

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

Proceedings of the 5th ACM workshop on Digital rights management

Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining

IEEE Transactions on Knowledge and Data Engineering

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

Extended Gaussianization Method for Blind Separation of Post-Nonlinear Mixtures

Neural Computation

Data-guided model combination by decomposition and aggregation

Machine Learning

Face recognition technique based on modular ICA approach

Intelligent information processing II

Statistical timing analysis with correlated non-gaussian parameters using independent component analysis

Proceedings of the 43rd annual Design Automation Conference

Using ICA for removal of ocular artifacts in EEG recorded from blind subjects

Neural Networks

A network model for blind source extraction in various ill-conditioned cases

Neural Networks

Robust multi-logo watermarking by RDWT and ICA

Signal Processing - Fractional calculus applications in signals and systems

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

Compact representations as a search strategy: compression EDAs

Theoretical Computer Science - Foundations of genetic algorithms

An independent component analysis-based filter design for defect detection in low-contrast surface images

Pattern Recognition

Extracting underlying meaningful features and canceling noise using independent component analysis for direct marketing

Expert Systems with Applications: An International Journal

Application of nonlinear feature extraction and support vector machines for fault diagnosis of induction motors

Expert Systems with Applications: An International Journal

Separation of statistically dependent sources using an L2-distance non-Gaussianity measure

Signal Processing - Special section: Distributed source coding

Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis

Pattern Recognition Letters

Filtering by optimal projection and application to automatic artifact removal from EEG

Signal Processing

Portfolio value at risk based on independent component analysis

Journal of Computational and Applied Mathematics

A parametric density model for blind source separation

Neural Processing Letters

Outliers Detection in Multivariate Time Series by Independent Component Analysis

Neural Computation

Attentional mechanisms for interactive image exploration

EURASIP Journal on Applied Signal Processing

Separation of correlated astrophysical sources using multiple-lag data covariance matrices

Clustering of dependent components: a new paradigm for fMRI signal detection

EURASIP Journal on Applied Signal Processing

Feature selection and blind source separation in an EEG-based brain-computer interface

EURASIP Journal on Applied Signal Processing

Face recognition using local and global features

EURASIP Journal on Applied Signal Processing

Pitch correlogram clustering for fast speaker identification

EURASIP Journal on Applied Signal Processing

Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion

Pattern Recognition Letters

A histogram based data-reducing algorithm for the fixed-point independent component analysis

Pattern Recognition Letters

Classification of EEG Recordings by Using Fast Independent Component Analysis and Artificial Neural Network

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

An overview of statistical decomposition techniques applied to complex systems

Computational Statistics & Data Analysis

A feature-selective independent component analysis method for functional MRI

Journal of Biomedical Imaging

On blind source separation using generalized eigenvalues with a new metric

Neurocomputing

Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK

Signal Processing

A blind source separation-based method for multiple images encryption

Image and Vision Computing

Single image dehazing

ACM SIGGRAPH 2008 papers

Independent component analysis-based defect detection in patterned liquid crystal display surfaces

Image and Vision Computing

Indipendent dynamics in extended nonlinear networks

NOLASC'05 Proceedings of the 4th WSEAS International Conference on Non-linear Analysis, Non-linear Systems and Chaos

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

Independent component analysis of optical flow for robot navigation

Neurocomputing

Generalized splitting functions for blind separation of complex signals

Neurocomputing

Compound noise separation in digital circuits using blind source separation

Microelectronics Journal

Heterogeneous stacking for classification-driven watershed segmentation

EURASIP Journal on Advances in Signal Processing

ICA mixture model algorithm for unsupervised classification of remote sensing imagery

International Journal of Remote Sensing

N-FindR method versus independent component analysis for lithological identification in hyperspectral imagery

International Journal of Remote Sensing

Mixed image separation using fastICA

SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing

Spatio-chromatic decorrelation for color image compression

Image Communication

Separating mixed multi-component signal with an application in mechanical watch movement

Digital Signal Processing

Principal directions for local independent components analysis

NN'08 Proceedings of the 9th WSEAS International Conference on Neural Networks

Estimation of Source Signals Number and Underdetermined Blind Separation Based on Sparse Representation

Computational Intelligence and Security

The Effect of Recording Reference on EEG: Phase Synchrony and Coherence

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks

Blind Source Separation in Post-nonlinear Mixtures Using Natural Gradient Descent and Particle Swarm Optimization Algorithm

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

Correlation, Independance and Inverse Modeling

ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing

DIAR: Advances in Degradation Modeling and Processing

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and 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

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

Applications of ICA for the enhancement and classification of polarimetric SAR images

International Journal of Remote Sensing

Novel statistical approach to blind recovery of earth signal and source wavelet using independent component analysis

WSEAS Transactions on Signal Processing

FastICA algorithm for the separation of mixed images

WSEAS Transactions on Signal Processing

Watermarking Security Incorporating Natural Scene Statistics

Information Hiding

An extended energy detector for non-Gaussian and non-independent noise

Signal Processing

Spectral Curvature Clustering (SCC)

International Journal of Computer Vision

Sequential row-column independent component analysis for face recognition

Neurocomputing

Fault diagnosis of low speed bearing based on relevance vector machine and support vector machine

Expert Systems with Applications: An International Journal

Improvement of speech recognition for robots using blind signal separation

ISCGAV'08 Proceedings of the 8th conference on Signal processing, computational geometry and artificial vision

Can feature information interaction help for information fusion in multimedia problems?

Multimedia Tools and Applications

Multiway kernel independent component analysis based on feature samples for batch process monitoring

Neurocomputing

Optimisation and data mining techniques for the screening of epileptic patients

International Journal of Bioinformatics Research and Applications

Underdetermined Blind Source Separation Using Linear Separation System

Multimodal Signals: Cognitive and Algorithmic Issues

Independent Component Analysis (ICA) Using Pearsonian Density Function

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

Cebysev Coefficients --- Based Algorithm for Estimating the ICA Model

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

ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data

Engineering Applications of Artificial Intelligence

A view-based statistical system for multi-view face detection and pose estimation

Image and Vision Computing

Facial Feature Extraction Using Geometric Feature and Independent Component Analysis

Knowledge Acquisition: Approaches, Algorithms and Applications

Reference Signal Impact on EEG Energy

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III

A new approach to discover interlacing data structures in high-dimensional space

Journal of Intelligent Information Systems

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

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

Analyzing Human Gait Using Patterns of Translation and Rotation

ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition

Integrated phoneme subspace method for speech feature extraction

EURASIP Journal on Audio, Speech, and Music Processing

Detailed diagnosis in enterprise networks

Proceedings of the ACM SIGCOMM 2009 conference on Data communication

A new feature selection method based on association rules for diagnosis of erythemato-squamous diseases

Expert Systems with Applications: An International Journal

P300 Based Single Trial Independent Component Analysis on EEG Signal

FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009

Reconstructing Data Perturbed by Random Projections When the Mixing Matrix Is Known

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

Time-delay neural networks and independent component analysis for EEG-based prediction of epileptic seizures propagation

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2

Partial orders of similarity differences invariant between eeg-recorded brain and perceptual representations of language

Neural Computation

Comments on selected fundamental aspects of microarray analysis

Computational Biology and Chemistry

Finding a causal ordering via independent component analysis

Computational Statistics & Data Analysis

An information-theoretic view of array processing

IEEE Transactions on Audio, Speech, and Language Processing

A blind CFO estimator based on smoothing power spectrum for OFDM systems

IEEE Transactions on Communications

Incremental non-gaussian analysis of microarray gene expression data

Proceedings of the third international workshop on Data and text mining in bioinformatics

Tumor clustering using nonnegative matrix factorization with gene selection

IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics

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

Independent component analysis-based background subtraction for indoor surveillance

IEEE Transactions on Image Processing

Noniterative map reconstruction using sparse matrix representations

IEEE Transactions on Image Processing

Defect detection of uneven brightness in low-contrast images using basis image representation

Pattern Recognition

Intelligent ICA-SVM fault detector for non-Gaussian multivariate process monitoring

Expert Systems with Applications: An International Journal

Process disturbance identification using independent component analysis with CART approach

CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence

Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots

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

Finding representative workloads for computer system design

Finding representative workloads for computer system design

Identification of cellular dynamic patterns resulting from repetitive photobleaching using independent component analysis

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro

A hybrid feature extraction framework based on risk minimization and independence maximization

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

Temporal context as cortical spatial codes

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

Multiresolution face recognition

Image and Vision Computing

An automated palmprint recognition system

Image and Vision Computing

Hand biometrics

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

Improving Mental Task Classification by Adding High Frequency Band Information

Journal of Medical Systems

Accurate estimation of ICA weight matrix by implicit constraint imposition using lie group

IEEE Transactions on Neural Networks

Learning Gaussian mixture models with entropy-based criteria

IEEE Transactions on Neural Networks

Determining the Weights of A Fourier Series Neural Network on the Basis of the Multidimensional Discrete Fourier Transform

International Journal of Applied Mathematics and Computer Science - Selected Problems of Computer Science and Control

(2D)2PCA-ICA: a new approach for face representation and recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

An improved WaveCluster algorithm based on ICA

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing

Photo-sketch synthesis and recognition based on subspace learning

Neurocomputing

Letters: A BFGS-ICA algorithm and application in localization of brain activities

Neurocomputing

Unsupervised spike sorting with ICA and its evaluation using GENESIS simulations

Neurocomputing

A general solution to blind inverse problems for sparse input signals

Neurocomputing

Variational inference for Student-t models: Robust Bayesian interpolation and generalised component analysis

Neurocomputing

Letters: Optimal selection of time lags for TDSEP based on genetic algorithm

Neurocomputing

Ranking function based on higher order statistics (RF-HOS)for two-sample microarray experiments

ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications

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

A comparative study of PCA, ICA and class-conditional ICA for Naïve Bayes classifier

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Fully automated registration of first-pass myocardial perfusion MRI using independent component analysis

IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging

Resolution enhancement in ΣΔ learners for superresolution source separation

IEEE Transactions on Signal Processing

A novel information theory method for filter feature selection

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Compact representations of market securities using smooth component extraction

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

ICA-based image analysis for robot vision

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

Channel estimation for O-STBC MISO systems using fourth-order cross-cumulants

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

A novel ICA-based image/video processing method

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

Independent component analysis of layer optical flow and its application

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence

To separate speech: a system for recognizing simultaneous speech

MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction

An offline independent component analysis algorithm for colored sources

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application

Online classification algorithm for data streams based on fast iterative Kernel principal component analysis

ICNC'09 Proceedings of the 5th international conference on Natural computation

Integrating independent component analysis and support vector machine for multivariate process monitoring

Computers and Industrial Engineering

Integrating independent component analysis-based denoising scheme with neural network for stock price prediction

Expert Systems with Applications: An International Journal

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

Subspace methods for retrieval of general 3D models

Computer Vision and Image Understanding

A test of independence based on a generalized correlation function

Signal Processing

A comparative study between a simplified Kalman filter and Sliding Window Averaging for single trial dynamical estimation of event-related potentials

Computer Methods and Programs in Biomedicine

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

Dynamic independent component analysis approach for fault detection and diagnosis

Expert Systems with Applications: An International Journal

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

Full-chip leakage analysis for 65nm CMOS technology and beyond

Integration, the VLSI Journal

A general model for digitalizing human being's thought: MiMaS

Proceedings of the 2010 Symposium on Information and Communication Technology

Credit based network management by discriminate analysis

Proceedings of the 5th International Conference on Future Internet Technologies

Cortical surface based identification of brain networks using high spatial resolution resting state FMRI data

ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro

ICA-based sparse features recovery from FMRI datasets

ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro

On quality of monitoring for multi-channel wireless infrastructure networks

Proceedings of the eleventh ACM international symposium on Mobile ad hoc networking and computing

Color space transformations for analysis and enhancement of ancient degraded manuscripts

Pattern Recognition and Image Analysis

Complex independent component analysis by entropy bound minimization

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Colored subspace analysis: dimension reduction based on a signal's autocorrelation structure

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Multimedia sensor fusion for retrieving identity in biometric access control systems

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

On the recording reference contribution to EEG correlation, phase synchorony, and coherence

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Independent component analysis by entropy bound minimization

IEEE Transactions on Signal Processing

Determination of the fault quality variables of a multivariate process using independent component analysis and support vector machine

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

A method for ICA with reference signals

ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing

A robust method for nose detection under various conditions

ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I

Keystroke dynamics extraction by independent component analysis and bio-matrix for user authentication

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

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

Independent component analysis of multi-channel near-infrared spectroscopic signals by time-delayed decorrelation

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Comparing feature extraction techniques and classifiers in the handwritten letters classification problem

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

Linear projection method based on information theoretic learning

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

Characterization of cerebral infarction in multiple channel EEG recordings based on quantifications of time-frequency representation

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

Noise-robust acoustic signature recognition using nonlinear Hebbian learning

Neural Networks

Disentanglement of local field potential sources by independent component analysis

Journal of Computational Neuroscience

Identity retrieval in biometric access control systems using multimedia fusion

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

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

Rotation forest on microarray domain: PCA versus ICA

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data

The Journal of Machine Learning Research

A modified method for blind source separation

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

Mining interlacing manifolds in high dimensional spaces

Proceedings of the 2011 ACM Symposium on Applied Computing

Principal components for multivariate functional data

Computational Statistics & Data Analysis

Functional data analysis in shape analysis

Computational Statistics & Data Analysis

Gait recognition using independent component analysis

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

A learning framework for blind source separation using generalized eigenvalues

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

Robust classification of face and head gestures in video

Image and Vision Computing

Design of a smart biomarker for bioremediation: A machine learning approach

Computers in Biology and Medicine

Correlated Postfiltering and Mutual Information in Pseudoanechoic Model Based Blind Source Separation

Journal of Signal Processing Systems

Dimensionality reduction for graph of words embedding

GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition

Monitoring abnormal network traffic based on blind source separation approach

Journal of Network and Computer Applications

Advances and challenges in signal analysis for single trial P300-BCI

FAC'11 Proceedings of the 6th international conference on Foundations of augmented cognition: directing the future of adaptive systems

Robot with two ears listens to more than two simultaneous utterances by exploiting harmonic structures

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I

Forecasting the U.S. stock market via Levenberg-Marquardt and Haken artificial neural networks using ICA&PCA pre-processing techniques

PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence

Spatially variant dimensionality reduction for the visualization of multi/hyperspectral images

ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I

Method for eliminating mode mixing of empirical mode decomposition based on the revised blind source separation

Signal Processing

Multi-subject dictionary learning to segment an atlas of brain spontaneous activity

IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging

Robust data clustering by learning multi-metric Lq-norm distances

Expert Systems with Applications: An International Journal

Novel approaches for synthesizing video textures

Expert Systems with Applications: An International Journal

Large margin based nonnegative matrix factorization and partial least squares regression for face recognition

Pattern Recognition Letters

EEGIFT: group independent component analysis for event-related EEG data

Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG

Graph based spatial position mapping of low-grade gliomas

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II

Multi-granularity video unusual event detection based on infinite Hidden Markov models

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II

Employing spatially constrained ICA and wavelet denoising, for automatic removal of artifacts from multichannel EEG data

Signal Processing

Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Fast PCA for processing calcium-imaging data from the brain of drosophila melanogaster

Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics

Multimodal person independent recognition of workload related biosignal patterns

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces

Analysis of cypriot icon faces using ICA-enhanced active shape model representation

MM '11 Proceedings of the 19th ACM international conference on Multimedia

Detection and classification of granulation tissue in chronic ulcers

IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I

An efficient unsupervised sample clustering for cancer datasets based on statistical model pre-processing

International Journal of Information Technology and Management

Learning slow features with reservoir computing for biologically-inspired robot localization

Neural Networks

Combining nonlinear independent component analysis and neural network for the prediction of Asian stock market indexes

Expert Systems with Applications: An International Journal

Original articles: Intelligent multichannel sensors for pulse wave analysis

Mathematics and Computers in Simulation

Motion artifact reduction in ambulatory ECG monitoring: an integrated system approach

Proceedings of the 2nd Conference on Wireless Health

Genetic algorithm based on independent component analysis for global optimization

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

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

Fast and adaptive low-pass whitening filters for natural images

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

A new image protection and authentication technique based on ICA

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Independent component analysis based blind deconvolution of spectroscopic data

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

An automatic method for holter ECG denoising using ICA

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

Conditional infomax learning: an integrated framework for feature extraction and fusion

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I

Efficient parametric projection pursuit density estimation

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence

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

Recurrent self-organising maps and local support vector machine models for exchange rate prediction

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

Mining the independent source of ERP components with ICA decomposition

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

Separation theorem for independent subspace analysis and its consequences

Pattern Recognition

Face recognition from spatially-morphed video sequences

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II

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

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

Analysis on EEG signals in visually and auditorily guided saccade task by FICAR

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

Learning overcomplete representations with a generalized gaussian prior

TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation

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

An ICA-Based multivariate discretization algorithm

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management

Mining local and tail dependence structures based on pointwise mutual information

Data Mining and Knowledge Discovery

Independent component analysis approach for the neurobiological recording data

ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence

A novel watermarking scheme based on independent component analysis

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III

Gait recognition via independent component analysis based on support vector machine and neural network

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Blind extraction of singularly mixed source signals

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Dominant plane detection using optical flow and independent component analysis

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

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

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

Sub-pattern bilinear model and its application in pose estimation of work-pieces

Neurocomputing

Mapping the speech signal onto electromagnetic articulography trajectories using support vector regression

TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue

Effect of BI-RADS assessment in improving CAD of masses

IWDM'10 Proceedings of the 10th international conference on Digital Mammography

Watermarking attack: security of WSS techniques

IWDW'04 Proceedings of the Third international conference on Digital Watermarking

Comparing dimension reduction techniques for document clustering

AI'05 Proceedings of the 18th Canadian Society 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

Palmprint recognition using polynomial neural network

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II

Reducing artifacts in TMS-Evoked EEG

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Wavelet denoise on MRS data based on ICA and PCA

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III

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

Atrial fibrillation analysis based on blind source separation in 12-lead ECG data

ICMB'10 Proceedings of the Second international conference on Medical Biometrics

Dominant plane detection using optical flow and independent component analysis

BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence

PMOG: The projected mixture of Gaussians model with application to blind source separation

Neural Networks

Consistency and asymptotic normality of FastICA and bootstrap FastICA

Signal Processing

Hybridization of independent component analysis, rough sets, and multi-objective evolutionary algorithms for classificatory decomposition of cortical evoked potentials

PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics

Region of interest based independent component analysis

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

Blind separation of digital signal sources in noise circumstance

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

Watermarking security: a survey

Transactions on Data Hiding and Multimedia Security I

ICA and genetic algorithms for blind signal and image deconvolution and deblurring

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

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

XML document clustering by independent component analysis

KDXD'06 Proceedings of the First international conference on Knowledge Discovery from XML Documents

Cyberspace community analysis and simulation using complex dynamic social networks

WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics

Discrete component analysis

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection

Causal discovery for linear non-gaussian acyclic models in the presence of latent gaussian confounders

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

Applying artificial neural networks for face recognition

Advances in Artificial Neural Systems

Secure watermarking on 3d geometry via ICA and orthogonal transformation

Transactions on Data Hiding and Multimedia Security VII

Data mining and genetic algorithm based gene/SNP selection

Artificial Intelligence in Medicine

Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis

Automatica (Journal of IFAC)

Reinforcement learning for rule extraction from a labeled dataset

Cognitive Systems Research

Ultrasonic image classification based on support vector machine with two independent component features

Computers & Mathematics with Applications

Sparse Representation-Based Heartbeat Classification Using Independent Component Analysis

Journal of Medical Systems

An independent component analysis-based disturbance separation scheme for statistical process monitoring

Journal of Intelligent Manufacturing

Automatically finding performance problems with feedback-directed learning software testing

Proceedings of the 34th International Conference on Software Engineering

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

Gaussian propagation model based dense optical flow for objects tracking

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I

Independent component analysis of excavator noise

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications

Independent Component Analysis for the objective classification of globular clusters of the galaxy NGC 5128

Computational Statistics & Data Analysis

Shared and specific independent components analysis for between-group comparison

Neural Computation

Automatic detection of erythemato-squamous diseases using PSO-SVM based on association rules

Engineering Applications of Artificial Intelligence

Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform

Knowledge-Based Systems

Classification of hyperspectral data over urban areas based on extended morphological profile with partial reconstruction

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems

Development of OLED panel defect detection system through improved otsu algorithm

ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part II

Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world

Neural Networks

Component-based locomotion composition

EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation

Component-based locomotion composition

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation

Learning mixtures of spherical gaussians: moment methods and spectral decompositions

Proceedings of the 4th conference on Innovations in Theoretical Computer Science

Breaching Euclidean distance-preserving data perturbation using few known inputs

Data & Knowledge Engineering

Latent geographic feature extraction from social media

Proceedings of the 20th International Conference on Advances in Geographic Information Systems

Aerial scene recognition using efficient sparse representation

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing

Multispectral image acquisition of ancient manuscripts

EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation

One-unit second-order blind identification with reference for short transient signals

Information Sciences: an International Journal

Early detection of coronary artery disease in patients studied with magnetocardiography: An automatic classification system based on signal entropy

Computers in Biology and Medicine

Spatiotemporal features for effective facial expression recognition

ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease

Expert Systems with Applications: An International Journal

Online blind speech separation using multiple acoustic speaker tracking and time-frequency masking

Computer Speech and Language

KIMEL: A kernel incremental metalearning algorithm

Signal Processing

Learning saliency-based visual attention: A review

Signal Processing

Intelligent pixels of interest selection with application to facial expression recognition using multilayer perceptron

Signal Processing

A novel implementation of double precision and real valued ICA algorithm for bioinformatics applications on GPUs

Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops

Statistical data mining of streaming motion data for activity and fall recognition in assistive environments

Neurocomputing

Rare signal component extraction based on kernel methods for anomaly detection in hyperspectral imagery

Neurocomputing

Predicting mobile call behavior via subspace methods

SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction

Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition

Pattern Recognition

Can modern technologies defeat nazi censorship?

ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2

Visualizing the protein sequence universe

Proceedings of the 3rd international workshop on Emerging computational methods for the life sciences

Functional activity maps based on significance measures and Independent Component Analysis

Computer Methods and Programs in Biomedicine

A new single-mixture source separation method

International Journal of Computer Applications in Technology

A closed-loop system for artifact mitigation in ambulatory electrocardiogram monitoring

DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe

Variational Bayesian independent component analysis-support vector machine for remote sensing classification

Computers and Electrical Engineering

Robust sounds of activities of daily living classification in two-channel audio-based telemonitoring

International Journal of Telemedicine and Applications

Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines

Expert Systems with Applications: An International Journal

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

High-level attributes modeling for indoor scenes classification

Neurocomputing

Palmprint recognition method based on a new kernel sparse representation method

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology

The velocity of censorship: high-fidelity detection of microblog post deletions

SEC'13 Proceedings of the 22nd USENIX conference on Security

Biometric authentication using finger nail plates

Expert Systems with Applications: An International Journal

Multi-dimensional causal discovery

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

Neurocomputing

A process monitoring method based on noisy independent component analysis

Neurocomputing

Fault detection and diagnosis of non-linear non-Gaussian dynamic processes using kernel dynamic independent component analysis

Information Sciences: an International Journal

A new constructive neural network method for noise processing and its application on stock market prediction

Applied Soft Computing

Robust multivariate autoregression for anomaly detection in dynamic product ratings

Proceedings of the 23rd international conference on World wide web

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

Signal Processing

Noise-robust speech recognition through auditory feature detection and spike sequence decoding

Neural Computation

An EEG-based brain-computer interface for dual task driving detection

Neurocomputing

THE NEW HYBRID METHOD FOR CLASSIFICATION OF PATIENTS BY GENE EXPRESSION PROFILING

Journal of Integrated Design & Process Science

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

Computational Statistics & Data Analysis