KICA Algorithm for Versatile Fault Detection Applications
KICA Algorithm for Comprehensive Fault Detection with Implementation Methodology
Neural Network RBF: Predictive Modeling and Classification Applications
Technical overview of Radial Basis Function networks for prediction and classification tasks with implementation insights
Genetic Algorithm for Optimizing Multivariate Functions
Using Genetic Algorithms to Solve Optimization Problems with Multidimensional Independent Variables
Artificial Immune Algorithm
Artificial Immune Algorithm - A Bio-inspired Optimization Approach
Integration of Simulated Annealing and Particle Swarm Optimization Algorithms
Hybrid Approach Combining Simulated Annealing and Particle Swarm Optimization Algorithms
Image Segmentation Using PCNN Pulse-Coupled Neural Networks
PCNN-based image segmentation featuring adaptive iteration control via maximum cross-entropy with MATLAB implementation details
Prediction Using Radial Basis Function Neural Networks
Implementation and Application of Radial Basis Function Neural Networks for Predictive Modeling
Complete Independent Component Analysis (ICA) Package
Comprehensive Independent Component Analysis (ICA) package with full signal processing capabilities
Echo State Network (ESN): A High-Performance Recurrent Neural Network with Simplified Training Architecture
Echo State Network (ESN): An Efficient Recurrent Neural Network Variant with Randomly Fixed Hidden Weights and Linear Output Training
Advanced Swarm Intelligence Algorithm - Flower Pollination Algorithm (FPA)
Advanced Swarm Intelligence Algorithm - Flower Pollination Algorithm (FPA) Implementation and Applications
Enhanced Artificial Fish Swarm Algorithm with Code Implementation Insights
Enhanced Artificial Fish Swarm Algorithm with Technical Improvements and Visualization Approaches
Classification and Regression Algorithms Using Four SVM Toolboxes
Classification and Regression Algorithms Using Four SVM Toolboxes
Wind Speed Prediction Using Support Vector Machines
Wind Speed Prediction Using Support Vector Machines with Implementation Approaches
MATLAB Code Implementation of Support Vector Machine Regression
Implementation of Support Vector Machine Regression (SVR) using MATLAB with detailed code workflow and parameter optimization strategies
Various Genetic Algorithms (GA) Modified from Wiley Book with MATLAB Implementation
Modified Genetic Algorithms (GA) from Wiley publications, enhanced with MATLAB code optimization for improved computational efficiency and practical applications.
Multi-Symbol Differential Detection for Distributed Space-Time Codes
Multi-Symbol Differential Detection for Distributed Space-Time Codes with Algorithm Implementation Insights
ISODATA Algorithm: An Iterative Self-Organizing Data Analysis Technique
The ISODATA algorithm explained with core concepts, implementation steps, and code-related enhancements
Chaotic Algorithm Enhanced Ant Colony Optimization for Complex Function Optimization
Improved Ant Colony Algorithm Based on Chaotic Optimization for Enhanced Global Search Capability
Deployment Optimization of Mobile Sensors Based on Genetic Algorithm
Optimization of Mobile Sensor Deployment Using Genetic Algorithm
Pattern Recognition with Artificial Neural Networks (Perceptron Model and Backpropagation Algorithm)
Artificial Neural Networks Pattern Recognition using Perceptron Model and Backpropagation Algorithm