Algebraic approach to data processing : techniques and applications / Julio C. Urenda, Vladik Kreinovich.
Urenda, Julio C., author.; Kreinovich, Vladik, author.
2022
QA76.9.M35
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Algebraic approach to data processing : techniques and applications / Julio C. Urenda, Vladik Kreinovich.
Author Urenda, Julio C., author.
ISBN 9783031167805 (electronic bk.)
3031167805 (electronic bk.)
9783031167799
3031167791
DOI https://doi.org/10.1007/978-3-031-16780-5
Published Cham : Springer, 2022.
Language English
Description 1 online resource : illustrations (black and white, and color).
Other Standard Identifiers 10.1007/978-3-031-16780-5 doi
Call Number QA76.9.M35
Dewey Decimal Classification 004.01/51
Summary The book explores a new general approach to selectingand designing data processing techniques. Symmetry and invariance ideas behind this algebraic approach have been successful in physics, where many new theories are formulated in symmetry terms. The book explains this approach and expands it to new application areas ranging from engineering, medicine, education to social sciences. In many cases, this approach leads to optimal techniques and optimal solutions. That the same data processing techniques help us better analyze wooden structures, lung dysfunctions, and deep learning algorithms is a good indication that these techniques can be used in many other applications as well. The book is recommended to researchers and practitioners who need to select a data processing techniqueor who want to design a new technique when the existing techniques do not work. It is also recommended to students who want to learn the state-of-the-art data processing.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Kreinovich, Vladik, author.
Series Studies in big data ; v. 115.
Available in Other Form Algebraic approach to data processing.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction
What Are the Most Natural and the Most Frequent Transformations
Which Functions and Which Families of Functions Are Invariant
What Is the General Relation Between Invariance And Optimality
General Application: Dynamical Systems
First Application to Physics: Why Liquids?
Second Application to Physics: Warping of Our Galaxy.

Browse Subjects

Show more subjects...

Statistics

from
to
Export