05-05-2017, 09:03 PM
hi i am subhasmmit halder my 4th year project is to extract brain tumor using fuzzy c in java please can you help me
my mail-smith10thapril[at]gmail.com
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fuzzy c means java code
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hi i am subhasmmit halder my 4th year project is to extract brain tumor using fuzzy c in java please can you help me
my mail-smith10thapril[at]gmail.com
06-05-2017, 04:37 PM
A numerical comparison of two versions of fuzzy c-means (FCM) algorithms. In particular, we propose and exemplify an approximate implementation of c-means fuzzy (AFCM) based on the substitution of the necessary "exact" variants in the FCM equation with estimates of integer value or real value. This approach allows the AFCM to exploit a look-up table approach to calculate Euclidean distances and for exponentiation. The net effect of the proposed implementation is that the CPU time during each iteration is reduced to approximately one-sixth of the time required for a literal implementation of the algorithm, while apparently preserving the overall quality of the terminal clusters produced. The two implementations are tested numerically on a nine-band digital image, and a pseudocode subroutine is given for the convenience of application-oriented readers. Our results suggest that AFCM can be used to accelerate FCM processing provided that the feature space is composed of tuples that have a finite number of integer value coordinates.
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