3rd Edition of a highly successful text. · Contains descriptions of up-to-date methodology and pattern processing techniques, including recent advances in nonparametric approaches to discrimination. ·???????? Illustrates techniques with examples of real-world applications including Biometrics and security. ·???????? Includes a variety of exercises, now updated to include extensive computer projects. ·???????? Brings together material from various sources including statistics, engineering and machine learning literatures. ·???????? Provides new guidance for practitioners unfamiliar with statistical methods. ·???????? Accompanied by a supporting website, featuring new exercises, solutions manual and lecture notes. ? ?