Data Complexity in Pattern Recognition
| Autor: | Mitra Basu, Tin Kam Ho |
|---|---|
| EAN: | 9781846281723 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 22.12.2006 |
| Kategorie: | |
| Schlagworte: | algorithm algorithms classification clustering cognition complexity evolution graph human-computer interaction (HCI) knowledge learning neural networks pattern pattern recognition philosophy |
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Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing strengths and deficiencies of current classification techniques, and the algorithms that drive them. The book offers guidance on choosing pattern recognition classification techniques, and helps the reader set expectations for classification performance.
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