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Více informací o knize Causal Models and Intelligent Data Management

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• Anotace
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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Causal Models and Intelligent Data Management
• Autor: Alex Gammerman
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 185
• EAN: 9783540663287
• ISBN: 3540663282
• ID: 01567067
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 1020 g
• Rozměry: 235 × 155 × 16 mm
• Datum vydání: 01. January 1999

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