Data Mining Algorithm ID3 Implementation Guide
ID3 Algorithm for Data Mining - A Classic Decision Tree Learning Approach with MATLAB Implementation Insights
Deep Learning Toolbox for MATLAB
Deep Learning Toolbox for MATLAB - A Comprehensive Framework for Neural Network Development and Deployment
Dual-Population Ant Colony Optimization for Solving the Shortest Path Problem across 75 Chinese Cities
Implementation of Dual-Population Ant Colony Algorithm for Traveling Salesman Problem with 75 Chinese Cities - Enhanced with MATLAB Code Structure and Optimization Strategy Explanations
Advanced Non-Negative Matrix Factorization Implementation
Sophisticated Non-Negative Matrix Factorization (NMF) code with optimization strategies for enhanced performance
Prediction of Polyphenols Using BP Neural Network
Implementation of Polyphenol Prediction with Backpropagation Neural Networks
Enhanced Simulated Annealing Algorithm
Advanced Implementation and Optimization Techniques for Simulated Annealing Algorithm
Genetic Algorithm Optimization for Linear Quadratic Regulator Weighting Matrices
Automated Weighting Matrix Tuning for LQR Control Using Genetic Algorithms
Neural Network PID Adaptive Control MATLAB Program Collection
MATLAB implementation of neural network-based PID adaptive control system with parameter self-tuning capability
Quantum Particle Swarm Optimization Algorithm in MATLAB
Quantum Particle Swarm Optimization (QPSO) Algorithm Implementation in MATLAB
Implementation of AdaBoost Classifier Algorithm Using MATLAB
MATLAB-based implementation of the AdaBoost classifier algorithm with code integration and technical enhancements
Breast Cancer Dataset - SVM Classification Benchmark with Medical Diagnostics Applications
A comprehensive machine learning dataset for breast cancer classification, widely used for validating SVM algorithms and studying feature selection techniques in medical diagnostics.
Arc-Length Method with Numerical Examples
Arc-Length Method with Numerical Examples - Implementation and Applications in Nonlinear Structural Mechanics
MATLAB RBF Neural Network Implementation for Stock Market Prediction
Implementation of Radial Basis Function (RBF) Neural Network using MATLAB for financial forecasting applications
Support Vector Growing Clustering Method
An innovative clustering technique extending SVM capabilities to unsupervised learning scenarios with dynamic cluster formation
MATLAB Implementation of Nearest Neighbor Clustering Algorithm with Code Examples
MATLAB code implementation of the nearest neighbor clustering algorithm, featuring distance matrix computation, threshold-based clustering, and visualization techniques
Wireless Sensor Network Coverage Optimization Using Ant Colony Algorithm (ESDA)
Implementation of Wireless Sensor Network Coverage Optimization Based on Ant Colony Algorithm (ESDA) with Code Integration
Fuzzy C-Means (FCM) Clustering Algorithm Explained
Fuzzy C-Means (FCM) Clustering Algorithm Implementation and Analysis
Training BP Networks Using Momentum Gradient Descent Algorithm
Implementing momentum gradient descent, Levenberg-Marquardt optimization, and Bayesian regularization algorithms for BP network training with code implementation insights
ALOHA Anti-Collision Protocol Implementation
Binary Tree-Based ALOHA Anti-Collision Algorithm for RFID Systems
Implementing Linear Regression Using Gradient Descent Method
Applying Gradient Descent Optimization for Linear Regression Implementation