Fuzzy Neighbourhood Preserving Analysis with QR-Decomposition

版本 1.2.0.0 (2.7 KB) 作者: Rami Khushaba
Feature reduction (projection) using fuzzy discriminant analysis with QR-decomposition.
5.0
(2)
995.0 次下载
更新时间 2012/2/13

查看许可证

Refer to the following papers for a description. Also note that you can play around with the parameters to optimize the performance, if it is not good enough on your dataset, thought it should be.

[1] R. N. Khushaba, S. Kodagoa, Dikai Liu, and G. Dissanayake, "Electromyogram (EMG) based Fingers Movement Recognition Using Neighborhood Preserving Analysis with QR-Decomposition",
Proceedings of ISSNIP, pp. 1-6, 2011.
[2] R. N. Khushaba, A. Al-Ani, and A. Al-Jumaily, "Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control", IEEE Transaction on Biomedical Engineering, vol. 57, no. 6, pp. 1410-1419, 2010.

引用格式

Rami Khushaba (2025). Fuzzy Neighbourhood Preserving Analysis with QR-Decomposition (https://www.mathworks.com/matlabcentral/fileexchange/33709-fuzzy-neighbourhood-preserving-analysis-with-qr-decomposition), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2009b
兼容任何版本
平台兼容性
Windows macOS Linux
类别
在 Help Center 和 MATLAB 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
1.2.0.0

Updated and mapping function added again.
1.1.0.0

Updated for faster implementation.
1.0.0.0