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Combining Pattern Classifiers


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Author by : Ludmila I. Kuncheva
Languange Used : en
Release Date : 2014-08-13
Publisher by : John Wiley & Sons

A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining

Pattern Classification Using Ensemble Methods


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Author by : Lior Rokach
Languange Used : en
Release Date : 2010
Publisher by : World Scientific

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a w

Hybrid Methods In Pattern Recognition


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Author by : H Bunke
Languange Used : en
Release Date : 2002-05-22
Publisher by : World Scientific

The field of pattern recognition has seen enormous progress since its beginnings almost 50 years ago. A large number of different approaches have been proposed. Hybrid methods aim at combining the adv

Pattern Recognition And Classification


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Author by : Geoff Dougherty
Languange Used : en
Release Date : 2012-10-28
Publisher by : Springer Science & Business Media

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the