Data Complexity in Pattern Recognition
179,00 €*
Sofort verfügbar, Lieferzeit: 1-3 Tage
Produktnummer:
9781846281716
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.
| EAN: | 9781846281716 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 300 |
| Produktart: | Gebunden |
| Herausgeber: | Basu, Mitra Ho, Tin Kam |
| Verlag: | Springer Springer, Berlin Springer London |
| Schlagworte: | Mustererkennung |
| Größe: | 22 × 165 × 245 |
| Gewicht: | 586 g |
