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Clustering large data sets has become very importantas the amount of available unlabeled data increases. Single Pass Fuzzy C Means (SPFCM) is useful when memory is too limited to load the whole data set. The main idea is to divide dataset into several chunks and to apply FCM to each chunk. SPFCM uses the weighted cluster centers of the previous chunk in the next chunks. Although when the number of...
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