Intelligent Data Analysis in Science

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This book introduces the growing range of computational methods which arise from research into Artificial Intelligence (AI), and which are coming to be recognised as tools of great potential in modern scientific analysis. These methods offer tremendous potential in the analysis of scientific data: papers reporting the application of AI methods in chemistry are currently being published at a rate of several hundred a year; similar figures apply to other areas of science, and the numbers are increasing rapidly. This book leads the reader into the relevant research literature, and provides both the principles and applications of the subject at a level accessible to senior undergraduates and beginning postgraduates.

Author(s): Hugh Cartwright
Edition: Hardcover
Publisher: Oxford University Press, USA
Year: 2000

Language: English
Pages: 224
Tags: AI, machine learning, chemistry, chromatography, expert system, expert elicitation, genetic algorithms, neural nets, knowledge system