株式会社極東書店トップ ＞ 商品一覧 ＞ Data Complexity in Pattern Recognition. Softcover reprint of hardcover 1st ed. 2006
商品詳細
Data Complexity in Pattern Recognition. Softcover reprint of hardcover 1st ed. 2006
・ISBN 978-1-84996-557-6 paper EUR 149.99
￥40,091.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Basu, Mitra / Ho, Tin Kam (eds.), |
|---|---|
| シリーズ | (Advanced Information and Knowledge Processing) |
| 出版社 | (Springer London Ltd, UK) |
| 出版年月 | 2010 |
| ページ数 | 300 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-18995＞ |
解説
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.