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Published July 22, 2019 | Version v1.0.0
Software Open

Opt_NC_ERP

Creators

  • 1. School of Biomedical Engineering, Faculty of Electronic and Electrical Engineering, Dalian University of Technology, China

Description

The current demo toolbox predicts an optimal number of clusters for two components of interest in simulated ERP data “Data_LN_N.mat” using Consensus Clustering method. The toolbox is open source, you are welcome to leave your opinion about it.

 

Respect to Academic rules please cite the toolbox if you find it useful and use it in your work!

Here is how to cite:

Reza Mahini. (2019, July 22). Opt_NC_ERP (Version v1.0.0). Zenodo. http://doi.org/10.5281/zenodo.3345259

 

For easier using use may follow the below steps:

1- Unzip the compressed file in a folder.

2- Set the mentioned folder as default for MATLAB (version 2015 and upper)

3- Run the file named "Opt_NC_ERP_Sim.m" which is the main script of the toolbox

4- For easier access the consensus clustering results from various clustering methods, namely, K-means, Hierarchical clustering, FCM, SOM, Diffusion map spectral clustering for ensembling cluster, we have provided the results from them in 100 iterative runnings in the file named "compGroup_CC_LN_N.mat"  which will be loaded on MATLAB for further steps.

5- By running the code, you will able to see the plotted results and various data tables about the processing results which we did not plot all of them in this version.

 

You are welcome to use the toolbox, we will be glad to hear your opinion about the toolbox.

Cheers,

Reza Mahini

Files

ReyCJ/Opt_NC_ERP-v1.0.0.zip

Files (42.8 MB)

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