Some research claims that the cultural features of people may have a major impact on driving behavior and can play serious role in safety. Indeed, unlike machines follow instructions strictly, drivers their own will disobey; they sometimes do things completely opposite to given by central vehicle system. On other side, it is proven traffic flow guidance feedback strategy has significant effect ...

We propose a general information-theoretic approach to semi-supervised metric learning called SERAPH (SEmi-supervised metRic leArning Paradigm with Hypersparsity) that does not rely on the manifold assumption. Given the probability parameterized by a Mahalanobis distance, we maximize its entropy on labeled data and minimize its entropy on unlabeled data following entropy regularization. For met...

The three French semi-vowels [j], [w], and [?] present challenges noteworthy problems to Chinese-speaking learners of French. Despite the fact that few domestic studies are related with their inclusion in textbooks, uniqueness has always revealed itself learning process pronunciation. This paper, focusing on French, intends elaborate phonetic features these semi-vowels; following that, an explo...