Data Complexity in Pattern Recognition

Name: Data Complexity in Pattern Recognition
Brand: Springer London Ltd
SKU: 9781846281716
Price: 162.81 EUR
Availability: InStock

Autor: Mitra Basu, Tin Kam Ho

Jazyk:

Väzba: Pevná

Vydavateľ: Springer London Ltd

Dostupnosť: Skladom u dodávateľa v malom množstve

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

Informácie o knihe

Autor

Mitra Basu, Tin Kam Ho

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2006

Stránok

300

EAN

9781846281716

ISBN

1846281717

Enbook ID

01433540

Vydavateľ

Springer London Ltd

Hmotnosť

1380

Rozmery

156 x 235 x 20

Kompletný 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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