Fuzzy Neighbourhood Preserving Analysis with QR-Decomposition
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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.
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Updates
| 1.2.0.0 | Updated and mapping function added again. |
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| 1.1.0.0 | Updated for faster implementation. |
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Qasem (view profile)
Khairul Anam (view profile)
Thank you for the code. But I have a question how to define class in this code? is it matrix which consist of text variable?.
Thanks a lot
Khairul Anam (view profile)