Support Vector Machine Toolbox
Comprehensive Support Vector Machine Toolbox for MATLAB
SVDD (Support Vector Data Description) Algorithm in LIBSVM
Implementation and Parameter Tuning of SVDD (Support Vector Data Description) for One-Class Classification and Outlier Detection
Selection and Construction of SVM Kernel Functions
Selection and Construction of SVM Kernel Functions with MATLAB Implementation
MATLAB Implementation of Parzen Window Method for Probability Density Estimation
MATLAB code implementation of Parzen window method with detailed algorithm explanation and practical application scenarios
Kernel Partial Least Squares (KPLS) Algorithm with Kernel Function Implementation
Kernel Partial Least Squares Algorithm: A Nonlinear Modeling Approach Combining Kernel Methods with Partial Least Squares Regression