Probability Based method for defuzzification of fuzzy cluster partition

#Dim

#Trials #Clusters

Cor. distance

This is to compare fzPBD with popular defuzzification methods: MMD, NBM, GRG and sFCM.

Select the number of times trying the input data under "#Trials;
Set the data dimension and #clusters under "#Dim" and "#Clusters" respectively;
Enter the data under "Data", or select "Data" command to generate simulated dataset;
Select "Run" command to run the benchmark. Results will be reported on this webpage.

Please cite us
Thanh Le, Tom Altman and Katheleen Gardiner, 2012, A Probability Based Defuzzification Method for Fuzzy Cluster Partition, Proc. Intl' Conf. on Artificial Intelligence, Vol. 2, pp. 1038-1043.