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Books > Computing & IT > Applications of computing > Artificial intelligence
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Causal Models and Intelligent Data Management (Paperback, Softcover reprint of the original 1st ed. 1999)
Loot Price: R1,494
Discovery Miles 14 940
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Causal Models and Intelligent Data Management (Paperback, Softcover reprint of the original 1st ed. 1999)
Expected to ship within 10 - 15 working days
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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 advanced
data analysis methods in industry and commerce. Students and
lecturers will find the book useful as an introduction to the area.
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