portada Algebraic Approach to Data Processing: Techniques and Applications (en Inglés)

Algebraic Approach to Data Processing: Techniques and Applications (en Inglés)

Formato

Libro Físico

Autor

Vladik Kreinovich

Julio C. Urenda

Editorial

Springer

Idioma

Inglés

N° páginas

250

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x1.4 cm

Peso

0.38 kg.

ISBN13

9783031167829

Categorías

Ciencia y análisis de datos: generalidades
Ingeniería: general
Análisis y captura de datos

Algebraic Approach to Data Processing: Techniques and Applications (en Inglés)

Vladik Kreinovich (Autor) · Julio C. Urenda (Autor) · Springer · Tapa Blanda

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Reseña del libro "Algebraic Approach to Data Processing: Techniques and Applications (en Inglés)"

The book explores a new general approach to selecting-and 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 technique-or 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.