Data Complexity in Pattern Recognition

Name: Data Complexity in Pattern Recognition
Brand: Springer London Ltd
SKU: 9781846281716
Price: 3938 CZK
Availability: InStock

Autor: Mitra Basu, Tin Kam Ho

Jazyk:

Vazba: Pevná

Vydavatel: Springer London Ltd

Dostupnost: Skladem u dodavatele v malém množství

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3 938 Kč

Machines capable of automatic pattern recognition have many fascinating uses in science engineering...

Informace o knize

Autor

Mitra Basu, Tin Kam Ho

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2006

Stránek

300

EAN

9781846281716

ISBN

1846281717

Enbook ID

01433540

Vydavatel

Springer London Ltd

Hmotnost

1380

Rozměry

156 x 235 x 20

Kompletní popis

Machines capable of automatic pattern recognition have many fascinating uses in science engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.§This book takes a close view of data complexity its role in shaping the theories techniques in different disciplines asks:§§What is missing from current classification techniques?§When the automatic classifiers are not perfect, is it a deficiency of the algorithms by design, or is it a difficulty intrinsic to the classification task?§How do we know whether we have exploited to the fullest extent the knowledge embedded in the training data?§Uunique in its comprehensive coverage multidisciplinary approach from various methodological practical perspectives, researchers practitioners will find this book an insightful reference to learn about current available techniques as well as application areas.

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Data Complexity in Pattern Recognition

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