Share
Topological Data Analysis With Applications (in English)
Gunnar Carlsson
(Author)
·
Mikael Vejdemo-Johansson
(Author)
·
Cambridge University Press
· Hardcover
Topological Data Analysis With Applications (in English) - Carlsson, Gunnar ; Vejdemo-Johansson, Mikael
$ 44.73
$ 49.99
You save: $ 5.26
Choose the list to add your product or create one New List
✓ Product added successfully to the Wishlist.
Go to My WishlistsIt will be shipped from our warehouse between
Friday, May 24 and
Monday, May 27.
You will receive it anywhere in United States between 1 and 3 business days after shipment.
Synopsis "Topological Data Analysis With Applications (in 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.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.
✓ Producto agregado correctamente al carro, Ir a Pagar.
