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Research in Data Science - Gasparovic, Ellen (Editor), and Domeniconi, Carlotta (Editor)
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This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and data science, this book addresses cutting edge problems in predictive modeling, multi-scale representation and feature selection, statistical and topological learning, and related areas. Contributions study topics such as the hubness phenomenon in high-dimensional spaces, the use of a heuristic framework for testing the multi ...

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Research in Data Science 2019, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030115654

Hardcover