Fast Approximation of Support Vector Kernel Expansions, and an Interpretation of Clustering as Approximation in Feature Spaces

Advantages of Unbiased Support Vector Classifiers for Data Mining Applications

Journal of VLSI Signal Processing Systems

Kernel PCA for novelty detection

Pattern Recognition

A Hierarchy of Support Vector Machines for Pattern Detection

The Journal of Machine Learning Research

Fast online graph clustering via Erdős-Rényi mixture

Pattern Recognition

ICA Based on KPCA and Hierarchical RBF Network for Face Recognition

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

Resilient approximation of kernel classifiers

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Footprint tracking and recognition using a pressure sensing floor

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

Constructing distributed hippocratic video databases for privacy-preserving online patient training and counseling

IEEE Transactions on Information Technology in Biomedicine

Learning Translation Invariant Kernels for Classification

The Journal of Machine Learning Research

Constructing sparse KFDA using pre-image reconstruction

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

Finding pre-images via evolution strategies

Applied Soft Computing

Regularized Pre-image Estimation for Kernel PCA De-noising

Journal of Signal Processing Systems

Blind multiuser detection based on kernel approximation

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