Autonomous Learning Multi-Model (ALMMo) System

版本 1.2.2.3 (444.6 KB) 作者: X.Gu&P.Angelov
This is the source code of the Autonomous Learning Multi-Model (ALMMo) System for classification and regression
242.0 次下载
更新时间 2018/11/9

查看许可证

The package contains:

1. The recently introduced autonomous learning algorithm- Autonomous Learning Multi-Model (ALMMo) System;
2. A demo for classification;
3. A demo for regression.

Reference:
P. P. Angelov, X. Gu, J. C. Principe, "Autonomous learning multi-model systems from data streams," IEEE Transactions on Fuzzy Systems, vol. 26(4), pp. 2213-2224, 2018.

Please cite this paper if the code helps.

The python version of this code is available at: https://www.researchgate.net/publication/327282404_First-Order_Autonomous_Learning_Multi-Model_System_source_code_Python_version

For any queries about the codes, please contact Prof. Plamen P. Angelov (p.angelov@lancaster.ac.uk) and Dr. Xiaowei Gu (x.gu3@lancaster.ac.uk)

Programmed by Xiaowei Gu

引用格式

P. P. Angelov, X. Gu, J. C. Principe, "Autonomous learning multi-model systems from data streams," IEEE Transactions on Fuzzy Systems, vol. 26(4), pp. 2213-2224, 2018.

MATLAB 版本兼容性
创建方式 R2018a
兼容任何版本
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 Statistics and Machine Learning Toolbox 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.2.2.3

Updated Description

1.2.2.2

Updated description

1.2.2.1

Update the descripton

1.2.1.0

Updated the reference

1.2.0.0

fixed a small bug in calculating correlation co-efficient of the system output and the desired output in demo_regression.m

1.0.0.0