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Více informací o knize Combining Pattern Classifiers - Methods and Algorithms 2e

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Anotace knihy

Combined classifiers, which are central to the ubiquitous performance of pattern recognition and machine learning, are generally considered more accurate than single classifiers. In a didactic, detailed assessment, Combining Pattern Classifiers examines the basic theories and tactics of classifier combination while presenting the most recent research in the field. Among the pattern recognition tasks that this book explores are mail sorting, face recognition, signature verification, decoding brain fMRI images, identifying emotions, analyzing gene microarray data, and spotting patterns in consumer preference. This updated second edition is equipped with the latest knowledge for academics, students, and practitioners involved in pattern recognition fields.

Parametry knihy

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

• Plný název: Combining Pattern Classifiers - Methods and Algorithms 2e
• Autor: Ludmila I. Kuncheva
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 384
• EAN: 9781118315231
• ISBN: 1118315235
• ID: 04950520
• Nakladatelství: John Wiley & Sons Inc
• Hmotnost: 762 g
• Rozměry: 239 × 163 × 31 mm
• Datum vydání: 21. October 2014

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