Causal Models and Intelligent Data Management

Alex Gammerman

ISBN 10: 3642636829 / ISBN 13: 9783642636820

Published by Springer, 2012

Causal Models and Intelligent Data Management | Alex Gammerman | Taschenbuch | x | Englisch | 2012 | Springer | EAN 9783642636820 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 105985808

Synopsis:

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.

Bibliographic Details

Title: Causal Models and Intelligent Data Management
Publisher: Springer
Publication Date: 2012
Binding: Taschenbuch
Condition: Neu