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Supply chain management aims at delivering goods in the shortest time at the lowest possible price while ensuring the best possible quality and is now vital to the success of the online retail business. Executing effective warehouse site selection has been one of the key challenges in the development of a successful supply chain system. While some effective strategies for warehouse site selection...
Fuzzy relational classifier (FRC) has been proven effective in both revealing the data structure and interpreting classification result. In FRC, fuzzy matrix R describing the relationship between the clusters and class labels plays an important role in its effective and robust classification. However, original FRC employs all the training samples undifferentiatedly to construct R, and thus leading...
There is a trend in recent machine learning community to construct a nonlinear version of a linear algorithm using the 'kernel method', e.g. Support Vector Machines (SVMs), kernel principal component analysis, kernel fisher discriminant analysis and the recent kernel clustering algorithms. In unsupervised clustering algorithms using kernel method, typically, a nonlinear mapping is used first to map...
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