Causal Models and Intelligent Data Management - Tapa blanda

 
9783642636820: Causal Models and Intelligent Data Management
Tapa blanda
ISBN 10: 3642636829 ISBN 13: 9783642636820
Editorial: Springer, 2012

Sinopsis

Data analysis and inference have traditionally been research areas of statistics. However, the need to electronically store, manipulate and analyze large-scale, high-dimensional data sets requires new methods and tools, new types of databases, new efficient algorithms, new data structures, etc. - in effect new computational methods.
This monograph presents new intelligent data management methods and tools, such as the support vector machine, and new results from the field of inference, in particular of causal modeling. In 11 well-structured chapters, leading experts map out the major tendencies and future directions of intelligent data analysis. The book will become a valuable source of reference for researchers exploring the interdisciplinary area between statistics and computer science as well as for professionals applying advanced data analysis methods in industry and commerce. Students and lecturers will find the book useful as an introduction to the area.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

The need to electronically store, manipulate and analyze large-scale, high-dimensional data sets requires new computational methods. This book presents new intelligent data management methods and tools, including new results from the field of inference. Leading experts also map out future directions of intelligent data analysis. This book will be a valuable reference for researchers exploring the interdisciplinary area between statistics and computer science as well as for professionals applying advanced data analysis methods in industry.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
3642636829
ISBN 13 
9783642636820
Encuadernación
Tapa blanda
Número de páginas
200
Editor
Gammerman Alex
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9783540663287: Causal Models and Intelligent Data Management

Edición Destacada

ISBN 10:  3540663282 ISBN 13:  9783540663287
Editorial: Springer, 1999
Tapa dura