Titlebook: Intelligent Knowledge; A Study beyond Data Yong Shi,Lingling Zhang,Xingsen Li Book 2015 The Author(s) 2015 Big Data.Data Mining.Domain Dri

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SpringerBriefs in Businesshttp://image.papertrans.cn/i/image/469788.jpg

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Knowledge-incorporated Multiple Criteria Linear Programming Classifiers, Multiple Criteria Linear Programming (MCLP) is used as a classification method in data mining area, which can separate two or more classes by finding discriminate hyperplane. Although MCLP shows good performance in dealing with linear separable data, it is no longer applicable when facing with nonl

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Knowledge Extraction from Support Vector Machines,s is its lack of comprehensibility: people cannot understand what the “optimal hyperplane” means and are unconfident about the prediction especially when they are not the domain experts. In this section we introduce a new method to extract knowledge with a thought inspired by the decision tree algor

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