Bias-Correction Fuzzy C-Regressions Algorithm

Abstract

In fuzzy clustering, the fuzzy c-means (FCM) algorithm is the most commonly used clustering method. However, the FCM algorithm is usually affected by initializations. Incorporating FCM into switching regressions, called the fuzzy c-regressions (FCR), has also the same drawback as FCM, where bad initializations may cause difficulties in obtaining appropriate… (More)
DOI: 10.1007/978-3-319-19324-3_26

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