Statistical Pattern Recognition by Andrew R. Webb, Keith D. Copsey (Paperback, 2011)

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It is a very active area of study and research, which has seen many advances in recent years. This third edition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences.