Data Complexity in Pattern Recognition

Name: Data Complexity in Pattern Recognition
Brand: Springer London Ltd
SKU: 9781846281716
Price: 895.47 RON
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Autor: Mitra Basu, Tin Kam Ho

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Editura: Springer London Ltd

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

Informații despre carte

Autor

Mitra Basu, Tin Kam Ho

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2006

Pagini

300

EAN

9781846281716

ISBN

1846281717

Enbook ID

01433540

Editura

Springer London Ltd

Greutate

1380

Dimensiuni

156 x 235 x 20

Descriere completă

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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