LIBROS DEL AUTOR: parvaneh joharinad

2 resultados para LIBROS DEL AUTOR: parvaneh joharinad

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  • Data Visualization with Category Theory and Geometry
    Hannaneh Fahimi / Lukas Silvester Barth / Parvaneh Joharinad
    This open access book provides a robust exposition of the mathematical foundations of data representation, focusing on two essential pillars of dimensionality reduction methods, namely geometry in general and Riemannian geometry in particular, and category theory.Presenting a list of examples consisting of both geometric objects and empirical datasets, this book provides insigh...
    Disponible

    78,03 €

  • Mathematical Principles of Topological and Geometric Data Analysis
    Jürgen Jost / Parvaneh Joharinad
    This book explores and demonstrates how geometric tools can be used in data analysis. Beginning with a systematic exposition of the mathematical prerequisites, covering topics ranging from category theory to algebraic topology, Riemannian geometry, operator theory and network analysis, it goes on to describe and analyze some of the most important machine learning techniques for...
    Disponible

    47,83 €