Terlengkap di Indonesia, 15 juta buku impor via kurir lokal dengan nomor lacak
Topological Data Analysis with Applications
Hardcover - English

The continued and dramatic rise in the size of data sets has meant that new methods are required to model and analyze them. This timely account introduces topological data analysis (TDA), a method for modeling data by geometric objects, namely graphs and their higher-dimensional versions: simplicial complexes. The authors outline the necessary background material on topology and data philosophy for newcomers, while more complex concepts are highlighted for advanced learners. The book covers all the main TDA techniques, including persistent homology, cohomology, and Mapper. The final section focuses on the diverse applications of TDA, examining a number of case studies drawn from monitoring the progression of infectious diseases to the study of motion capture data. Mathematicians moving into data science, as well as data scientists or computer scientists seeking to understand this new area, will appreciate this self-contained resource which explains the underlying technology and how it can be used.

HARGA DISKON 1-3 FEB 2023
Rp. 1.084.000
HARGA HARI INI
Rp. 1.275.000
Available (94 copies available)
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ADDITIONAL INFO

ISBN
1108838650
EAN
9781108838658
Publisher
Publication Date
16/12/2021
Pages
232
Dimension
24.41cm x 16.99cm x 1.42cm
Age Group
NA to NA
Grades
Not Applicable to Not Applicable
Lexile Level
0
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