Deep Rule-Based Classifier

版本 1.0.0.3 (1.7 MB) 作者: X.Gu&P.Angelov
This is the source code of the Deep Rule-Based Classifier
535.0 次下载
更新时间 2018/11/5

查看许可证

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

引用格式

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 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 Pattern Recognition and Classification 的更多信息

Community Treasure Hunt

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

Start Hunting!

DRBclassifier

版本 已发布 发行说明
1.0.0.3

Updated References

1.0.0.2

Updated Description

1.0.0.1

Updated references

1.0.0.0