AdaBoost-Based Face Recognition System
A comprehensive face recognition program implementing the AdaBoost algorithm, including technical documentation and user manual with code implementation details
Forward-Backward Sweep Method
Power System Analysis - Forward-Backward Sweep Method with Algorithm Implementation
MATLAB Implementation of Genetic Algorithm for Function Optimization
This MATLAB program implements a genetic algorithm to find the extreme values (minimum/maximum) of mathematical functions, featuring fitness evaluation, selection, crossover, and mutation operations with code-level implementation details.
Digital Image Recognition Using Enhanced BP Neural Network with Momentum Term and Variable Step-Size Method
This project implements digital image recognition through an improved Backpropagation (BP) neural network incorporating momentum term and variable step-size algorithms. The implementation includes train.m for network training with enhanced convergenc
Image Classification Based on Block Partition Feature Extraction Using SVM
This project includes: research paper on SVM for image classification using block partition feature extraction, with corresponding MATLAB implementation where image partitioning, feature extraction, and clustering are completed using MATLAB 6.5. The
Lucky 28 Prediction Using BP Neural Networks
Implementation of BP neural networks for Lucky 28 prediction, achieving approximately 40% prediction accuracy within acceptable tolerance ranges through backpropagation optimization and pattern recognition algorithms.
MATLAB Code Implementation for Cluster Analysis
Hierarchical Clustering Method and Optimal Partitioning Application Development for Sample Clustering
Successful Classification of Iris Dataset
My pattern recognition assignment featuring successful iris dataset classification using machine learning algorithms
C4.5 Decision Tree Algorithm Implementation and Explanation
MATLAB Implementation of C4.5 Decision Tree Algorithm with Code-Related Descriptions
Implementing TrAdaBoost Algorithm Using MATLAB Programming
MATLAB Implementation of TrAdaBoost Algorithm with Code Explanations and Performance Evaluation
Neural Network Support Vector Machine Algorithm
Neural Network Support Vector Machine program for pattern recognition and stock index prediction, implementing hybrid ML approaches with computational efficiency
Immune Clonal Algorithm for Function Optimization
This MATLAB implementation demonstrates the immune clonal algorithm, an emerging and effective optimization technique that has gained significant research attention in recent years. The program includes key components such as antibody initialization,
Hierarchical, K-means, and EM Clustering Algorithms
This algorithm package contains practical implementations of hierarchical, K-means, and EM clustering algorithms with detailed code-related descriptions.
Wind Power Prediction Using Neural Networks and Time Series Analysis
A MATLAB program for wind power forecasting that integrates neural networks with time series analysis methodologies.
Joint Approximate Diagonalization of Eigenmatrices (JADE) Method
Joint Approximate Diagonalization of Eigenmatrices (JADE) - An Independent Component Analysis (ICA) Method Implemented in MATLAB
Niche Genetic Algorithm Program Based on Crowding Mechanism
A classic implementation of a niche genetic algorithm utilizing crowding mechanism for enhanced optimization performance
Enhanced FCM Algorithm with Hierarchical Segmentation
This paper addresses the computational intensity and prolonged runtime of traditional FCM algorithms by proposing an enhanced FCM approach. The method involves dividing images into window-sized sub-blocks, extracting feature vectors at the sub-block
Simulated Annealing Algorithm for Community Detection in Complex Networks
Implementation of simulated annealing algorithm for community detection in complex networks using MATLAB
Optimizing PID Controller Parameters Using Genetic Algorithm
MATLAB program implementation for optimizing three PID controller parameters through genetic algorithm with fitness evaluation and evolutionary operations
MATLAB Implementation of LASSO Algorithm
LASSO program implementing the classic algorithm for data mining and feature selection with sparse regularization techniques