Gu-X/Autonomous-Learning-Multiple-Model-System Gu-X/Autonomous-Learning-Multiple-Model-System

  • Stars
    star
    2
  • Language
    Python
  • Created over 3 years ago
  • Updated over 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
Gu-X/Autonomous-Learning-Multiple-Model-System
github

Gu-X

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

The matlab and python codes for Autonomous Learning Multi-Model System with Gaussian type membership function.

More Repositories

1

Multi-Layer-Ensemble-Evolving-Fuzzy-Inference-System

The MATLAB code for the research paper titled "Multi-Layer Ensemble Evolving Fuzzy Inference System".
MATLAB
6
star
2

Semi-Supervised-Self-Organizing-Fuzzy-Inference-System

MATLAB code for the paper titled "An Explainable Semi-Supervised Self-Organizing Fuzzy Inference System for Streaming Data Classification".
MATLAB
6
star
3

Multi-Class-Fuzzily-Weighted-Adaptive-Boosting-based-Self-Organising-Fuzzy-Inference-Ensemble-System

The MATLAB code for the research paper titled "Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organising Fuzzy Inference Ensemble Systems for Classification".
MATLAB
5
star
4

Autonomous-Fuzzy-Clustering

The MATLAB code for the research paper titled "A Novel Data-driven Approach to Autonomous Fuzzy Clustering".
MATLAB
4
star
5

Self-Organizing-Fuzzy-Inference-Ensemble-System

The MATLAB code for the research paper titled "Self-Organizing Fuzzy Inference Ensemble System for Big Streaming Data Classification".
MATLAB
4
star
6

Self-Adaptive-Synthetic-Over-Sampling-Approach

The MATLAB code for the research paper titled "A self‐adaptive synthetic over‐sampling technique for imbalanced classification".
MATLAB
4
star
7

Self-Training-Hierarchical-Prototype-Based-Classifier

The MATLAB pcode for the research paper titled "A self-training hierarchical prototype-based approach for semi-supervised classification".
MATLAB
4
star
8

Self-Adaptive-Fuzzy-Learning-System

MATLAB code for the paper titled "A Self-Adaptive Fuzzy Learning System for Streaming Data Prediction".
Python
3
star
9

Self-Organizing-Fuzzy-Belief-Inference-System-for-Classification

MATLAB code for the research paper titled "Self-Organizing Fuzzy Belief Inference System for Classification".
MATLAB
3
star
10

Dual-model-semi-supervised-self-organizing-fuzzy-inference-system

Matlab code for the research paper titled "A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification".
MATLAB
3
star
11

Hierarchical-Prototype-Based-Classifier

The MATLAB code for the research paper titled "A Hierarchical Prototype-Based Approach for Classification".
MATLAB
3
star
12

Multi-Granularity-Locally-Optimal-Prototype-Based-Classifier

The MATLAB code for the research paper titled "A Multi-Granularity Locally Optimal Prototype-Based Approach for Classification".
MATLAB
3
star
13

First-Order-Autonomous-Learning-Multiple-Model-System

The python code of the first-order autonomous learning multi-model system (python 3.6).
Python
3
star
14

Ranking-Operation-Based-Clustering-Algorithm

The source code for the research paper titled " A distance-type-insensitive clustering approach".
MATLAB
2
star
15

Particle-Swarm-Optimized-Autonomous-Learning-Fuzzy-System

The MATLAB pcode for the research paper titled "Particle Swarm Optimized Autonomous Learning Fuzzy System".
MATLAB
2
star
16

Zero-Order-Autonomous-Learning-Multiple-Model-Classifier

The python code of the zero-order autonomous learning multi-model system (python 3.6).
Python
2
star
17

Self-Organizing-Divisive-Hierarchical-Voronoi-Tessellation-Based-Classifier

The MATLAB code for the research paper titled "Self-Organizing Divisive Hierarchical Voronoi Tessellation-Based Classifier".
MATLAB
2
star
18

Autonomous-Data-Partitioning-Algorithm

The python code of the advanced autonomous data partitioning algorithm (python 3.6).
Python
2
star