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Fusing a number of classifiers can generally improve the performance of individual classifiers, and the fuzzy integral, which can clearly express the interaction among the individual classifiers, has been acknowledged as an effective tool of fusion. In order to make the best use of the individual classifiers and their combinations, we propose in this paper a new scheme of classifier fusion based on...
The role of atherosclerosis in ischemic stroke has been intensively investigated in recent years, and lipoprotein (a) [Lp(a)] is found to have roles during the process. The aim of this study was to investigate the relationship between acute ischemic stroke (AIS) and serum Lp(a) levels in the Chinese population. All consecutive patients with first-ever acute ischemic stroke during 2011–2012 were recruited...
When the training dataset is very large, the learning process of potential support vector machine takes up so large memory that the training speed is very slow. To accelerate the training speed of the potential support vector machine (PSVM) for large-scale datasets, a new method is proposed, which introduces PSVM based on the reduced samples. The new method removes most non-support vectors, and keeps...
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