Deep Rule-Based Classifier

This is the source code of the Deep Rule-Based Classifier
531 Downloads
Updated Mon, 05 Nov 2018 17:34:00 +0000

View License

The package contains:
1. DRB.m - The source code of the recently introduced Deep Rule-Based Classifier;
2. Deep Rule-Based Classifier.pdf - The instruction of the source code;
3. MNISTexample.mat - The example images and the extracted features.

References:
[1] X. Gu, P. Angelov, C. Zhang and P. M. Atkinson , “A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes,” IEEE Geoscience and Remote Sensing Letters, vol.15(3), pp. 345 - 349, 2018.
[2] P. Angelov and X. Gu, “Deep Rule-Based Classifier with Human-level Performance and Characteristics,” Information Sciences, vol.463-464, pp. 196-213., 2018.

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)

The semi-supervised learning extension of the Deep Rule-Based Classifier is available at: https://uk.mathworks.com/matlabcentral/fileexchange/67773-semi-supervised-deep-rule-based-classifier?s_tid=prof_contriblnk

Programmed by Xiaowei Gu

Cite As

X. Gu, P. Angelov, C. Zhang and P. M. Atkinson , “A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes,” IEEE Geoscience and Remote Sensing Letters, vol.15(3), pp. 345 - 349, 2018.

P. Angelov and X. Gu, “Deep Rule-Based Classifier with Human-level Performance and Characteristics,” Information Sciences, vol.463-464, pp. 196-213., 2018.

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

Community Treasure Hunt

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

Start Hunting!

DRBclassifier

Version Published Release Notes
1.0.0.3

Updated References

1.0.0.2

Updated Description

1.0.0.1

Updated references

1.0.0.0