Abstract:In recent years, there has been considerable innovation in the world of predictive methodologies. This is evident by the relative domination of machine learning approaches in various classification competitions. While these algorithms have excelled at multivariate problems, they have remained dormant in the realm of functional data analysis. We develop notable deep learning methodologies to the domain of functional data for the purpose of classification problems. We highlight the effectiveness of our method in… Show more
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