Advances in Data Science : Symbolic, Complex, and Network Data
Book Details
Format
Hardback or Cased Book
ISBN-10
1786305763
ISBN-13
9781786305763
Publisher
ISTE Ltd and John Wiley & Sons Inc
Imprint
ISTE Ltd and John Wiley & Sons Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Feb 14th, 2020
Print length
258 Pages
Weight
499 grams
Dimensions
23.90 x 16.30 x 2.00 cms
Ksh 25,000.00
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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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