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To overcome the limitation of the traditional FCM that only can deal with samples of clusters with the similar size, this paper proposed a fuzzy clustering algorithm with effectiveness factor. The algorithm prevented some clusters with small samples from being annexed by those with large samples. In this paper, by the proof of update rules for degree of membership, the objective function and rules...
This investigation was performed to see the regularity of parameters in the modified mixture of experts (MoE) to direct parameter selection in real applications. The experiment was performed on the mean of monthly precipitation in May from 1956a through 2004a in a Chinese region. We got stable parameter combinations through testing on various combinations of parameters in various value ranges, and...
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