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A kernel fuzzy classifier with KFCMC and GA is proposed in this paper. For such classifier, firstly, the original sample space is mapped into a high dimensional feature space by selecting appropriate kernel function. Then in the feature space, training samples are divided into some clusters by proposed KFCMC algorithm. For each created cluster, a fuzzy rule is defined. Some parameters of fuzzy classifier...
According to the human cognitive process of text understanding, text cognitive function is proposed to describe the capability of text understanding, which can be expressed by an addition of various extracted keywords and relations among keywords. Text energy and text information are defined as two characteristics in text understanding in order to measure the acquired textual information and the reader-consumed...
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