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A Comparison on Methods for Multi-class Support Vector Machines [1%] by admin, 2007-01-31 11:09
Multi-class protein fold recognition using support vector machines and neural networks [1%] by admin, 2007-01-31 11:09
Leave one out error, stability, and generalization of voting combinations of classifiers [1%] by admin, 2007-01-31 11:09
We study the generalization error of voting combinations of learning machines. A special case considered is bagging. We analyze in detail combinations ...
Orthogonal Series Density Estimation and the Kernel Eigenvalue Problem [1%] by admin, 2007-01-31 11:09
Kernel principal component analysis has been introduced as a method of extracting a set of orthonormal nonlinear features from multi-variate data and ...
Recurrent least squares support vector machines [1%] by admin, 2007-01-31 11:09
Optimal Control by Least Squares Support Vector Machines [1%] by admin, 2007-01-31 11:09
Weighted least squares support vector machines: robustness and sparse approximation [1%] by admin, 2007-01-31 11:09
Nonlinear Kernel-Based Statistical Pattern Analysis [1%] by admin, 2007-01-31 11:09
Scalable Kernel Systems [1%] by admin, 2007-01-31 11:09
The Bayesian Committee Support Vector Machine [1%] by admin, 2007-01-31 11:09
On the generalization ability of support vector machines [1%] by admin, 2007-01-31 11:09
On the Relation Between the GACV and Joachims' \xi\alpha Method for Tuning Support Vector Machines, With Extensions to the Non-Standard Case [1%] by admin, 2007-01-31 11:09
Stopping Criteria of Decomposition Methods for Support Vector Machines: a Theoretical Justification [1%] by admin, 2007-01-31 11:09
Scaling Kernel-Based Systems to Large Data Sets [1%] by admin, 2007-01-31 11:09
Large Margin Kernel Pocket Algorithm [1%] by admin, 2007-01-31 11:09
Kernel MSE Algorithm: A Unified Framework for KFD, LS-SVM [1%] by admin, 2007-01-31 11:09
Editing Support Vector Machines [1%] by admin, 2007-01-31 11:09
Kernel-Based Methods and Function Approximation [1%] by admin, 2007-01-31 11:09
Data Condensation in Large Databases by Incremental Learning with Support Vector Machines [1%] by admin, 2007-01-31 11:09
Choosing multiple parameters for Support Vector Machines [1%] by admin, 2007-01-31 11:09
Incorporating invariances in non-linear SVMs [1%] by admin, 2007-01-31 11:09
An Introduction to Kernel-Based Learning Algorithms [1%] by admin, 2007-01-31 11:09
Kernel principal Component Analysis and the construction of non-linear Active Shape Models [1%] by admin, 2007-01-31 11:09
The use of Kernel PCA to model data distributions in high-dimensional spaces is described. Of the many potential applications, we focus on the problem ...
Support Vector Machine Regression in Chemometrics [1%] by admin, 2007-01-31 11:09
Multicategory Support Vector Machines [1%] by admin, 2007-01-31 11:09
Optimal properties and adaptive tuning of standard and nonstandard Support Vector Machines [1%] by admin, 2007-01-31 11:09
Kernel Neuron and Its Training Algorithm [1%] by admin, 2007-01-31 11:09
Pattern Recognition of Protein 2D Gel Image and its Application for Diagnosis of a Disease [1%] by admin, 2007-01-31 11:09
In this paper, we will present a diagnosis method of a disease and why this method should work in the conceptual point of view. This method will ...
Learning with Kernels [1%] by admin, 2007-01-31 11:09
Predicting the Nonlinear Dynamics of Biological Neurons [1%] by admin, 2007-01-31 11:09

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