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Twin support vector machines (TWSVM), a novel machine learning algorithm developing from traditional support vector machines (SVM), is one of the typical nonparallel support vector machines. Since the TWSVM has superiorities of the simple model, the high training speed and the good performance,...
Face recognition is receiving a significant attention due to the need of facing important challenges when developing real applications under unconstrained environments. The three most important challenges are facial occlusion, the problem of dealing with a single sample per subject (SSPS) and...
All artificial reasoners work within representational systems. These systems, which may have varying levels of formality or detail, determine the space of possible representations over which the artificial reasoner can operate, by defining the syntactic and semantic properties of the symbols,...
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