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Deep learning has greatly improved visual recognition in recent years. However, recent research has shown that there exist many adversarial examples that can negatively impact the performance of such an architecture. This paper focuses on detecting those adversarial examples by analyzing whether they come from the same distribution as the normal examples. Instead of directly training a deep neural...
Multivariate time series (MTS) exist in many applications. Due to all kinds of interference factors, missing data in MTS is inevitable. Aiming at this problem, a filling method based on least squares support vector machine (LSSVM) is proposed. Firstly, for the series containing missing data, similar series are searched, and its results are viewed as the training set. Secondly, to make use of the correlation...
Aesthetic Psychological Quality Education (APQE) aims at students' healthy development of psychological quality and personality optimization. The researchers worked out seven dimensions through the questionnaire - Survey of Aesthetic Psychological Quality Education Status which made by themselves: art creativity, emotional interaction, life comprehension, ecological consciousness, image teaching skill,...
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