MATLAB Implementation of Manifold Learning
MATLAB code for manifold learning featuring HE algorithm, one of the most classic approaches serving as a fundamental linear subspace learning method with detailed implementation insights.
Cloud Model-Based Short-Term Electricity Price Forecasting
A novel time series forecasting algorithm utilizing cloud models for short-term electricity price prediction, featuring enhanced accuracy through digital cloud characteristic modeling.
Phase Unwrapping Algorithms Implementation in MATLAB
MATLAB implementation of phase unwrapping featuring two distinct algorithms: quality-guided path-following phase unwrapping and Goldstein's branch-cut method, with detailed code explanations and practical applications.
CoSaMP Algorithm: Applications in Compressed Sensing Theory
Introduction to the CoSaMP algorithm and its practical applications in compressed sensing theory with code implementation insights
Logistic Regression Algorithm Implementation and Code Explanation
Comprehensive Python implementation of logistic regression algorithm including data preprocessing, feature engineering, and model training with practical dataset validation
Interactive Multiple Model Algorithm
MATLAB implementation of the Interactive Multiple Model algorithm for hybrid system estimation, featuring multi-model approach with model transition logic and probabilistic weighting for enhanced tracking performance in filter design.
Ellipse Detection Algorithm Implementation
MATLAB-based ellipse detection algorithm utilizing Hough transform with code implementation details
Self-Similarity Descriptor Extraction Algorithm Implementation
Code implementation for extracting self-similarity descriptors, based on the algorithm presented in "Matching Local Self-Similarities across Images and Videos". The implementation includes key functions for computing local correlation surfaces and constructing descriptor vectors.
Algorithm for Evolutionary Games on Small-World Networks in Complex Networks
Algorithms for implementing evolutionary games on small-world networks within complex network frameworks, including code implementation strategies and practical applications.
Simulation of Various Resource Allocation Algorithms in OFDMA Systems
Simulation and comparison of multiple resource allocation algorithms in OFDMA systems with performance analysis under different scenarios