Description

Data science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which are produced today, and to improve prediction. Special kinds of data (symbolic, network, complex, compositional) are increasingly frequent in data science. These data require specific methodologies, but there is a lack of reference work in this field.

Advances in Data Science fills this gap. It presents a collection of up-to-date contributions by eminent scholars following two international workshops held in Beijing and Paris. The 10 chapters are organized into four parts: Symbolic Data, Complex Data, Network Data and Clustering. They include fundamental contributions, as well as applications to several domains, including business and the social sciences.

Advances in Data Science: Symbolic, Complex, and Network Data

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£138.95

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Hardback by Edwin Diday , Rong Guan

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Data science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which... Read more

    Publisher: ISTE Ltd and John Wiley & Sons Inc
    Publication Date: 14/02/2020
    ISBN13: 9781786305763, 978-1786305763
    ISBN10: 1786305763

    Number of Pages: 258

    Non Fiction , Mathematics & Science , Education

    Description

    Data science unifies statistics, data analysis and machine learning to achieve a better understanding of the masses of data which are produced today, and to improve prediction. Special kinds of data (symbolic, network, complex, compositional) are increasingly frequent in data science. These data require specific methodologies, but there is a lack of reference work in this field.

    Advances in Data Science fills this gap. It presents a collection of up-to-date contributions by eminent scholars following two international workshops held in Beijing and Paris. The 10 chapters are organized into four parts: Symbolic Data, Complex Data, Network Data and Clustering. They include fundamental contributions, as well as applications to several domains, including business and the social sciences.

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