PSO-BP Neural Network Optimization with Test Data and Executable Code
Particle Swarm Optimization for Neural Networks with Test Dataset and Runnable Implementation
3D Mesh Reconstruction from Point Clouds
Implementation of 3D mesh reconstruction from point clouds with included test point cloud datasets for validation
MATLAB Implementation of pLSA (Probabilistic Latent Semantic Analysis) for Text Analysis
MATLAB algorithm for Probabilistic Latent Semantic Analysis (pLSA) featuring comprehensive test datasets and detailed theoretical explanations. The implementation demonstrates how this probabilistic model uncovers semantic relationships in text data through latent topic modeling, with extendable applications in image analysis.
Supervised Feature Selection and Optimization with MATLAB Implementation
MATLAB implementation of supervised feature selection and optimization based on least squares algorithm, including test datasets and comprehensive code documentation with technical specifications
LPC Analysis of Speech Signals with MATLAB Implementation
MATLAB-based linear predictive coding (LPC) analysis for speech signals, featuring a complete GUI interface implementation and including test datasets for validation.
K-means Algorithm Implementation in MATLAB
MATLAB implementation of k-means clustering algorithm with included test datasets for performance evaluation and testing purposes.
BP Neural Network for Predicting Personal Income Information
BP Neural Network for predicting personal income information using adult.data as training dataset and adult.test as testing dataset, with implementation of backpropagation algorithm for model optimization.
CFSFDP Density Peaks Clustering Algorithm Source Code
Implementation of Density Peaks Clustering Algorithm (CFSFDP) with Code Optimization Techniques