SVD Algorithms: APEX-like versus Subspace Methods
Neural Processing Letters
Nonlinear component analysis as a kernel eigenvalue problem
Neural Computation
Evolutionary Pursuit and Its Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Experimental Comparison of Three PCA Neural Networks
Neural Processing Letters
Extraction of feature subspaces for content-based retrieval using relevance feedback
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution
Journal of VLSI Signal Processing Systems
Learning from Examples with Information Theoretic Criteria
Journal of VLSI Signal Processing Systems
Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm
Journal of VLSI Signal Processing Systems
AANN: an alternative to GMM for pattern recognition
Neural Networks
Unsupervised learning in neural computation
Theoretical Computer Science - Natural computing
MLP in layer-wise form with applications to weight decay
Neural Computation
Robust Parameterized Component Analysis
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A Robust PCA Algorithm for Building Representations from Panoramic Images
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Spatiotemporal Analysis of Functional Images Using the Fixed Effect Model
IPMI '01 Proceedings of the 17th International Conference on Information Processing in Medical Imaging
A Dynamics of the Hough Transform and Artifical Neural Networks
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
PCA-Based Model Selection and Fitting for Linear Manifolds
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Nonlinear Feature Extraction Using Generalized Canonical Correlation Analysis
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Algorithms and Implementation Architectures for Hebbian Neural Networks
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
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Pattern Recognition by Invariant Reference Points
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Invariant Reference Points Methodology and Applications
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Image Compression by Approximated 2D Karhunen Loeve Transform
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Approximate reasoning for safety and survivability of planetary rovers
Fuzzy Sets and Systems - Special issue: Fuzzy set techniques for intelligent robotic systems
A Framework for Robust Subspace Learning
International Journal of Computer Vision - Special Issue on Computational Vision at Brown University
Second international workshop on Intelligent systems design and application
IEEE Transactions on Pattern Analysis and Machine Intelligence
Applied soft computing strategies for autonomous field robotics
Autonomous robotic systems
Intelligent data analysis
A network for recursive extraction of canonical coordinates
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
A Fast Simplified Fuzzy ARTMAP Network
Neural Processing Letters
Robust parameterized component analysis: theory and applications to 2D facial appearance models
Computer Vision and Image Understanding - Special issue on Face recognition
Identifying audio clips with RARE
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Multidimensional support vector machines for visualization of gene expression data
Proceedings of the 2004 ACM symposium on Applied computing
Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of VLSI Signal Processing Systems
Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications
Journal of VLSI Signal Processing Systems
Sequential EM learning for subspace analysis
Pattern Recognition Letters
Online local learning algorithms for linear discriminant analysis
Pattern Recognition Letters - Special issue: Advances in pattern recognition
Streaming pattern discovery in multiple time-series
VLDB '05 Proceedings of the 31st international conference on Very large data bases
An Integrated Data Preparation Scheme for Neural Network Data Analysis
IEEE Transactions on Knowledge and Data Engineering
Auracle: a voice-controlled, networked sound instrument
Organised Sound
A comparative investigation on subspace dimension determination
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay
Neural Computation
Density Estimation by Mixture Models with Smoothing Priors
Neural Computation
Constrained Projection Approximation Algorithms for Principal Component Analysis
Neural Processing Letters
Fast Active Appearance Model Search Using Canonical Correlation Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analyzing gene expression profiles with ICA
BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
Adaptive Denoising Using a Modified Sparse Coding Shrinkage Method
Neural Processing Letters
Audio brush: a tool for computer-assisted smart audio editing
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
A kernel PCA method for superior word sense disambiguation
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Kernel PCA for novelty detection
Pattern Recognition
Semi-supervised training of a kernel PCA-based model for word sense disambiguation
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A power-based adaptive method for eigenanalysis without square-root operations
Digital Signal Processing
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
Learning linear PCA with convex semi-definite programming
Pattern Recognition
Denoising using local projective subspace methods
Neurocomputing
Principal component analysis in ECG signal processing
EURASIP Journal on Applied Signal Processing
New Routes from Minimal Approximation Error to Principal Components
Neural Processing Letters
EURASIP Journal on Advances in Signal Processing
MCBE'08 Proceedings of the 9th WSEAS International Conference on Mathematics & Computers In Business and Economics
An Robust RPCL Algorithm and Its Application in Clustering of Visual Features
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Principal Component Analysis for Large Scale Problems with Lots of Missing Values
ECML '07 Proceedings of the 18th European conference on Machine Learning
Principal Component Analysis for Sparse High-Dimensional Data
Neural Information Processing
Concise Coupled Neural Network Algorithm for Principal Component Analysis
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Low-Complexity Principal Component Analysis for Hyperspectral Image Compression
International Journal of High Performance Computing Applications
Enhancing geophysical signals from archaeological sites trough the use of wavelet transforms
WSEAS TRANSACTIONS on SYSTEMS
Learning schemes in using PCA neural networks for image restoration purposes
WSEAS Transactions on Information Science and Applications
Novel Incremental Principal Component Analysis with Improved Performance
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Towards theory of generic Principal Component Analysis
Journal of Multivariate Analysis
Local Dimensionality Reduction for Non-Parametric Regression
Neural Processing Letters
International Journal of Computational Intelligence Studies
Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Feature extraction by multilayer perceptron: visualization of internal representation of input data
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
Image Recognition in Analog VLSI with On-Chip Learning
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Extracting nonlinear features for multispectral images by FCMC and KPCA
Digital Signal Processing
The generalized eigendecomposition approach to the blind source separation problem
Digital Signal Processing
Batch linear manifold topographic map with regional dimensionality estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System
International Journal of Applied Mathematics and Computer Science
Facial landmark detection system using interest-region model and edge energy function
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Distinguishing variance embedding
Image and Vision Computing
Context awareness system modeling and classifier combination
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Analysing periodic phenomena by circular PCA
BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development
Analysis of Hebbian models with lateral weight connections
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
A neural network based data least squares algorithm for channel equalization
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Blind matrix decomposition techniques to identify marker genes from microarrays
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Exploiting blind matrix decomposition techniques to identify diagnostic marker genes
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Global and local preserving feature extraction for image categorization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
On minimum class locality preserving variance support vector machine
Pattern Recognition
A constrained optimization approach for an adaptive generalized subspace tracking algorithm
Computers and Electrical Engineering
Dynamic state estimation using particle filter and adaptive vector quantizer
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Video copy recognition by oriented PCA and statistical analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Color quantization using principal components for initialization of Kohonen Sofm
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Computers & Mathematics with Applications
Properness and widely linear processing of quaternion random vectors
IEEE Transactions on Information Theory
A principal components analysis neural gas algorithm for anomalies clustering
WSEAS TRANSACTIONS on SYSTEMS
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
The Journal of Machine Learning Research
A nonnegative blind source separation model for binary test data
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Translingual document representations from discriminative projections
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Collaborative filtering through SVD-based and hierarchical nonlinear PCA
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Bilinear kernel reduced rank regression for facial expression synthesis
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Distance metric learning for content identification
IEEE Transactions on Information Forensics and Security
MMES'10 Proceedings of the 2010 international conference on Mathematical models for engineering science
A randomized model ensemble approach for reconstructing signals from faulty sensors
Expert Systems with Applications: An International Journal
Learning Linear and Nonlinear PCA with Linear Programming
Neural Processing Letters
Induced weights artificial neural network
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Modelling engineering problems using dimensional analysis for feature extraction
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Sequential extraction algorithm for BSS without error accumulation
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Improved realtime intrusion detection system
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
The image recognition of brain-stem ultrasound images with using a neural network based on PCA
ACELAE'11 Proceedings of the 10th WSEAS international conference on communications, electrical & computer engineering, and 9th WSEAS international conference on Applied electromagnetics, wireless and optical communications
Clickthrough-based latent semantic models for web search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Learning discriminative projections for text similarity measures
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Image processing of medical diagnostic neurosonographical images in MATLAB
Proceedings of the 15th WSEAS international conference on Computers
Weighted principal component analysis
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Face processing changes in normal aging revealed by fmri adaptation
Journal of Cognitive Neuroscience
Adaptive normalization based highly efficient face recognition under uneven environments
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Weighted principal component extraction with genetic algorithms
Applied Soft Computing
A robust realtime surveillance system
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Tree-Dependent components of gene expression data for clustering
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Improved kernel based intrusion detection system
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Two-Dimensional PCA combined with PCA for neural network based image registration
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Sufficient dimensionality reduction with irrelevance statistics
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Machine learning approach to realtime intrusion detection system
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Active visual learning and recognition using incremental kernel PCA
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Data reduction in human vision system
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
Adaptive segmentation of color image for vision navigation of mobile robots
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Support vector machines for regression and applications to software quality prediction
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Kernel independent component analysis for gene expression data clustering
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Kernel principal components are maximum entropy projections
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A prewhitening RLS projection alternated subspace tracking (PAST) algorithm
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Two-tier based intrusion detection system
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Covariance and PCA for categorical variables
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Kernel principal component analysis for content based image retrieval
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Redundant bit vectors for quickly searching high-dimensional regions
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Analysis of the sanger hebbian neural network
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Spotting multilingual consonant-vowel units of speech using neural network models
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
BICA'12 Proceedings of the 5th WSEAS congress on Applied Computing conference, and Proceedings of the 1st international conference on Biologically Inspired Computation
Emotion recognition from speech using source, system, and prosodic features
International Journal of Speech Technology
Neural network-based PCA: an application to approximation of a distributed parameter system
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Distributed static linear Gaussian models using consensus
Neural Networks
Stability Analysis of Oja-RLS Learning Rule
Fundamenta Informaticae
On Relation of Image Compression and Image Association
Fundamenta Informaticae
Characterization and recognition of emotions from speech using excitation source information
International Journal of Speech Technology
Expert Systems with Applications: An International Journal
Minimizer of the Reconstruction Error for multi-class document categorization
Expert Systems with Applications: An International Journal
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