An Introduction to a New Text Classification and Visualization for Natural Language Processing Using Topological Data Analysis

3 Jun 2019Naiereh ElyasiMehdi Hosseini Moghadam

Topological Data Analysis (TDA) is a novel new and fast growing field of data science providing a set of new topological and geometric tools to derive relevant features out of complex high-dimensional data. In this paper we apply two of best methods in topological data analysis, "Persistent Homology" and "Mapper", in order to classify persian poems which has been composed by two of the best Iranian poets namely "Ferdowsi" and "Hafez"... (read more)

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