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Causal Models and Intelligent Data Management

Name: Causal Models and Intelligent Data Management
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01567067
Price: 45.49 EUR
Availability: InStock
Author: Alex Gammerman
ISBN: 9783540663287

Alex Gammerman

Language

English

Book Hardback

Libristo code: 01567067

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, January 1999

Data analysis and inference have traditionally been research areas of statistics. However, the need... Full description

Libristo code: 01567067

111 b

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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 adv anced data analysis methods in industry and commerce. Students and lecturers will find the book useful as an introduction to the area.