Professional MATLAB source code with comprehensive documentation and examples
Complete implementation of Support Vector Machine (SVM) classification for Iris dataset in MATLAB environment, covering core mathematical derivation, optimization algorithms, and multi-class extension strategies without relying on pre-built machine l
ARMDA - A Comprehensive MATLAB Toolbox for Association Rule Mining and Data Analytics
Implementation of Dijkstra's algorithm in MATLAB with matrix operations and vectorization techniques
Implementation of neural network algorithms for personality recognition through image analysis using deep learning approaches
MATLAB Clustering Analysis Toolbox provides comprehensive tools for data clustering and pattern discovery
Code Implementation and Algorithm Explanation for Discrete Binary Particle Swarm Optimization (DPSO)
Integration of Particle Swarm Optimization with Piecewise Nonlinear Weights and Partial Least Squares for Communication System Optimization
Intelligent Optimization Approaches for Traveling Salesman Problem (TSP)
Applying Genetic Algorithms for Nonlinear Equation System Solutions with Implementation Approaches
MATLAB Code Implementation of Particle Swarm Optimization for Backpropagation Neural Network Training
Implementing Support Vector Machines with Cross-Validation in MATLAB for Robust Model Evaluation
MATLAB Code Implementation Framework for Hopfield Neural Networks with Pattern Recognition Applications
Three-Layer Backpropagation Neural Network
Particle Swarm Optimization (PSO) Algorithm for Nonlinear Equation Solving - MATLAB Code Implementation and Algorithm Analysis
A versatile toolkit of adaptive algorithms optimized for acoustic echo cancellation (AEC) and real-time signal processing scenarios
Convex optimization approach for designing optimal element placement in 17-element random sparse linear arrays with code implementation insights
Source code for license plate localization utilizing the Adaboost algorithm, including Haar feature extraction and integral image processing for efficient object detection.
Applying Wavelet Analysis for Spectral Classification and Prediction in BPSK-OFDM Communication Systems
Compressed sensing implementation for 1D signal compression and reconstruction using Orthogonal Matching Pursuit (OMP) algorithm
Galerkin Method: A Numerical Approximation Technique for Solving Ordinary and Partial Differential Equations