Numerical recipes: the art of scientific computing
Numerical recipes: the art of scientific computing
Multilayer feedforward networks are universal approximators
Neural Networks
An optimality principle for unsupervised learning
Advances in neural information processing systems 1
The JPEG still picture compression standard
Communications of the ACM - Special issue on digital multimedia systems
EMPATH: face, emotion, and gender recognition using holons
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
SexNet: A neural network identifies sex from human faces
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Note on learning rate schedules for stochastic optimization
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Vector quantization and signal compression
Vector quantization and signal compression
On Langevin updating in multilayer perceptrons
Neural Computation
Local models and Gaussian mixture models for statistical data processing
Local models and Gaussian mixture models for statistical data processing
Non-Linear Dimensionality Reduction
Advances in Neural Information Processing Systems 5, [NIPS Conference]
A novelty detection approach to classification
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Optimally adaptive transform coding
IEEE Transactions on Image Processing
Handwritten Digit Recognition by a Mixture of Local PrincipalComponent Analysis
Neural Processing Letters
Mixtures of probabilistic principal component analyzers
Neural Computation
A dimensionality reduction approach to modeling protein flexibility
Proceedings of the sixth annual international conference on Computational biology
Representing Edge Models via Local Principal Component Analysis
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Multimodal Data Representations with Parameterized Local Structures
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
Clustered principal components for precomputed radiance transfer
ACM SIGGRAPH 2003 Papers
Strip line detection and thinning by RPCL-based local PCA
Pattern Recognition Letters
Regularized principal manifolds
The Journal of Machine Learning Research
Think globally, fit locally: unsupervised learning of low dimensional manifolds
The Journal of Machine Learning Research
Recognizing faces with PCA and ICA
Computer Vision and Image Understanding - Special issue on Face recognition
Adaptation in Statistical Pattern Recognition Using Tangent Vectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Networks
Combining spatial and colour information for content based image retrieval
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Discriminatory mining of gene expression microarray data
Journal of VLSI Signal Processing Systems - Special issue on signal processing and neural networks for bioinformatics
Probabilistic tangent subspace: a unified view
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Feature Selection for Unsupervised Learning
The Journal of Machine Learning Research
Principal components analysis competitive learning
Neural Computation
Improved system for object detection and star/galaxy classification via local subspace analysis
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Local fuzzy PCA based GMM with dimension reduction on speaker identification
Pattern Recognition Letters
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Precomputed local radiance transfer for real-time lighting design
ACM SIGGRAPH 2005 Papers
Simple and efficient compression of animation sequences
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Statistics and Computing
Realistic materials in computer graphics
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Locality preserving CCA with applications to data visualization and pose estimation
Image and Vision Computing
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Label Propagation through Linear Neighborhoods
IEEE Transactions on Knowledge and Data Engineering
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Feature Extraction for Dynamic Integration of Classifiers
Fundamenta Informaticae
Noisy manifold learning using neighborhood smoothing embedding
Pattern Recognition Letters
Neurocomputing
Feature Selection Based on the Rough Set Theory and Expectation-Maximization Clustering Algorithm
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
3D Animation Compression Using Affine Transformation Matrix and Principal Component Analysis
IEICE - Transactions on Information and Systems
A new approach to discover interlacing data structures in high-dimensional space
Journal of Intelligent Information Systems
Precomputation-Based Rendering
Foundations and Trends® in Computer Graphics and Vision
Continuous nonlinear dimensionality reduction by kernel eigenmaps
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Band selection of hyperspectral images based on Bhattacharyya distance
WSEAS Transactions on Information Science and Applications
Patch-based video processing: a variational Bayesian approach
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
A New Canonical Correlation Analysis Algorithm with Local Discrimination
Neural Processing Letters
IEEE Transactions on Evolutionary Computation
Illumination invariant foreground detection using multi-subspace learning
International Journal of Knowledge-based and Intelligent Engineering Systems
Efficient locally linear embeddings of imperfect manifolds
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Efficient speaker identification based on robust VQ-PCA
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartII
Prediction-based population re-initialization for evolutionary dynamic multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Progressive concept formation in self-organising maps
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Implementing the expert object recognition pathway
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Locally linear online mapping for mining low-dimensional data manifolds
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
PSO based optimized reliability for robust multimodal speaker identification
CISST'10 Proceedings of the 4th WSEAS international conference on Circuits, systems, signal and telecommunications
Adaptive learning of multi-subspace for foreground detection under illumination changes
Computer Vision and Image Understanding
Local matrix adaptation in topographic neural maps
Neurocomputing
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
3-D hand trajectory recognition for signing exact English
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Mining interlacing manifolds in high dimensional spaces
Proceedings of the 2011 ACM Symposium on Applied Computing
A fixed-point EM algorithm for straight line detection
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Locally Defined Principal Curves and Surfaces
The Journal of Machine Learning Research
A new hybrid ant colony optimization algorithm for feature selection
Expert Systems with Applications: An International Journal
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Construction algorithm of principal curves in the sense of limit
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
A genetic approach to data dimensionality reduction using a special initial population
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
Intrinsic dimensionality maps with the PCASOM
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
The curse of dimensionality in data mining and time series prediction
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
K-clustered tensor approximation: A sparse multilinear model for real-time rendering
ACM Transactions on Graphics (TOG)
A comparative study on TIBA imputation methods in FCMdd-based linear clustering with relational data
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms: Theoretical Aspects and Applications to Fuzzy Systems
Pattern Recognition Letters
Feature Extraction for Dynamic Integration of Classifiers
Fundamenta Informaticae
All-frequency precomputed radiance transfer for glossy objects
EGSR'04 Proceedings of the Fifteenth Eurographics conference on Rendering Techniques
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Neurocomputing
Changeable face representations suitable for human recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A local distribution net for data clustering
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
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