Professional MATLAB source code with comprehensive documentation and examples
The LASSO algorithm is a variable subset selection technique proposed by Tibshirani at Stanford University, which utilizes L1 regularization for feature selection and model optimization.
Fast and efficient signal reconstruction algorithms with reliable performance form the core component of compressive sensing theory, an area where numerous impactful research initiatives are currently underway. Since the introduction of compressive s
Numerical computation implementation using Finite Difference and Finite Element Methods for solving 1D and 2D heat transfer problems with code-level algorithm descriptions
Comprehensive guide to graph theory algorithms including shortest path, minimum spanning tree, maximum flow, and traversal algorithms with detailed explanations and MATLAB code implementations.
Generating quadratic and cubic B-spline curves through de Boor evaluation algorithm without interpolation, implementing smooth curve construction with given control vertices
Algorithm Implementation for Grey Relational Analysis Applications in MATLAB with Code Descriptions
Implementation of Non-Local Means Denoising Algorithm in MATLAB with Code Optimization Techniques
A MATLAB-based region growing algorithm that efficiently performs image segmentation with rapid computational processing using pixel connectivity and similarity criteria
This K-SVD algorithm implementation enables sparse data representation through dictionary training, featuring optimized atom updates and sparse coding using orthogonal matching pursuit (OMP).
Full 3D cone-beam CT reconstruction algorithm based on FDK method, implemented in MATLAB with comprehensive code implementation details
MATLAB implementation of the dynamic K-means clustering algorithm for pattern recognition applications
Multiuser Blind Detection Techniques: Kalman Filter, Least Mean Squares (LMS), and Recursive Least Squares (RLS) Algorithms with Implementation Insights
Efficient MATLAB implementation of the K-means clustering algorithm with comprehensive code documentation and performance optimization features
Practical Finite Element Analysis Examples in Structural Mechanics Organized into 7 Categorized Folders
MATLAB Implementation of Finite Element Method for Poisson's Equation - A Computational Program with Numerical Analysis and Visualization Capabilities
A MATLAB program developed using linear programming methods for reactive power optimization in power systems, suitable for learning and technical exchange purposes
Extended Kalman Filter localization algorithm implementing TDOA/AOA hybrid positioning with enhanced noise filtering and state estimation capabilities
This program implements a cutting-edge algorithm in matrix factorization: Non-Negative Matrix Factorization (NMF), featuring optimized computation methods for handling large-scale data while preserving non-negative constraints.
A cutting-edge forward-backward sweep algorithm implementation designed for solving three-phase power flow in radial distribution networks, featuring optimized computational efficiency and enhanced accuracy.
Face recognition code based on PCA algorithm, implementing eigenface extraction and face identification with mathematical transformation and comparison techniques