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Autonomous Learning Multi-Model (ALMMo) System

version 1.2.2.3 (445 KB) by X.Gu&P.Angelov
This is the source code of the Autonomous Learning Multi-Model (ALMMo) System for classification and regression

200 Downloads

Updated 09 Nov 2018

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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

Cite As

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 Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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