Mean Shift Algorithm: MATLAB Implementation for Data Clustering
MATLAB Implementation of Mean Shift Algorithm for Cluster Analysis with Code Descriptions
MATLAB Implementation of EM Algorithm for Maximum Likelihood Estimation
MATLAB implementation of Expectation-Maximization (EM) algorithm - an iterative method for finding maximum likelihood or maximum a posteriori estimates of parameters in statistical models with unobserved latent variables, featuring probability model handling and parameter optimization.
GABOR Filter Design
Implementation of GABOR filter design through two MATLAB-based programs with detailed parameter configuration and application examples.
MATLAB Code Implementation of Fuzzy C-Means Clustering
MATLAB implementation of fuzzy C-means clustering algorithm with detailed code explanations and practical applications
MATLAB Implementation of Powell's Method for Nonlinear Programming in Optimization
MATLAB implementation of Powell's method for nonlinear programming optimization, supporting multi-dimensional parameters - customizable through user modifications. Includes algorithm workflow explanation and key function descriptions.
MATLAB Implementation of Fuzzy Control Algorithms with Code Examples
Implementation of fuzzy control algorithms in MATLAB, providing valuable insights for fuzzy control simulation and featuring practical code descriptions including key functions like fis=readfis() for system initialization and evalfis() for inference evaluation.
MATLAB Implementation of the New Edge-Directed Interpolation Algorithm
MATLAB implementation of the algorithm proposed in the "New Edge-Directed Interpolation" paper with code explanations and practical demonstrations
MATLAB Implementation of Chua's Circuit
Chua's Circuit, chaotic phenomena, MATLAB simulation with differential equation solving
Artificial Bee Colony Algorithm Implementation in MATLAB
MATLAB implementation of the Artificial Bee Colony algorithm with code optimization and parameter adjustment strategies
MATLAB Implementation of Freight Volume Prediction Using BP Neural Network
MATLAB implementation of freight volume prediction based on BP neural network with data preprocessing, model training, and performance optimization techniques.