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Autonomous Learning Multi-Model (ALMMo) Systems for Classification and Regression

version 1.02 (462 KB) by

This is the source code of the Autonomous Learning Multi-Model (ALMMo) System

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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, DOI:10.1109/TFUZZ.2017.2769039, 2017.

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

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Updates

1.02

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

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MATLAB 8.6 (R2015b)

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