WHAT ABOUT THE LATENT SPACE? THE NEED FOR LATENT FEATURE SALIENCY DETECTION IN DEEP TIME SERIES CLASSIFICATION

What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification

Saliency methods are designed to provide explainability for deep image processing models by assigning feature-wise importance scores and thus detecting informative regions in the input images.Recently, these methods have been widely adapted to the time series domain, aiming to identify important temporal regions in a time series.This paper extends

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Tutor system in educational practice in Great Britain

Introduction: an Important task of national pedagogy is related to the understanding and analysis of the experience of educational systems of other countries that have a centuries-old pedagogical.The aim is to evaluate and use the most successful and effective developments of domestic pedagogy.The experience of the UK is leading in relation to the

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Comparative study on effect of microstructure characteristics on adsorption of CH4 and CO2 in anthracite based on molecular simulation

In order to explore the effects of pore size, aromatic lamellar stacking degree, aromatic lamellar ductility, gas temperature and gas pressure on the competitive adsorption of CH4 and CO2, the No.3 coal from Jincheng mining area was taken as the research object.The adsorption process of binary mixed gas of CH4 and CO2 in coal under different temper

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