MATLAB Implementation of the ICA Algorithm
A comprehensive overview of the ICA algorithm detailing its key computational steps, accompanied by a practical example with executable MATLAB code to facilitate immediate implementation and testing.
Particle Swarm Optimization Implementation Example
A practical implementation of Particle Swarm Optimization algorithm applied to dynamic deployment of wireless network nodes, with graphical and tabular results visualization
LVQ Neural Network Classification Example for Breast Tumor Diagnosis
LVQ Neural Network Classification Implementation for Breast Tumor Diagnosis with Code Integration
Examples of Wavelet Threshold Denoising Methods with Code Implementation
MATLAB implementations of various wavelet threshold denoising techniques, including fixed threshold, Rigrsure threshold, heuristic threshold methods with algorithm explanations
MATLAB Simulation Example for Short-Time Fourier Transform
This example demonstrates a MATLAB implementation of Short-Time Fourier Transform (STFT) simulation, providing beginners with practical insights into STFT processing through code analysis and visualization of time-frequency representations.
The Classic Bayes Classifier: Implementation and Applications
Classic Bayes Classifier minimizing classification errors! Implemented in MATLAB with practical examples, featuring probability calculations and decision boundary analysis.
LZW Compression (MATLAB Source Code)
LZW Compression (MATLAB Source Code) with practical examples for download - Implementation includes dictionary initialization, string matching algorithms, and compression/decompression functions
MATLAB Implementation of Linear Programming Example with Source Code
Linear programming example source code demonstrating basic implementation approach, including problem formulation, constraint setup, and optimization solving using MATLAB's linprog function
Nearest Neighbor and K-Nearest Neighbors with K=1
K-Nearest Neighbors algorithm implementation with k=1 (nearest neighbor) in MATLAB environment, including code examples and practical demonstrations for machine learning applications.
MATLAB Symbolic Mathematics: Concepts and Applications
This documentation provides comprehensive knowledge of MATLAB symbolic mathematics with practical examples to facilitate understanding. It covers foundational concepts to advanced implementations, including key functions and computation techniques.