Combining Artificial Neural Nets
| Author | : Amanda J.C. Sharkey |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 300 |
| Release | : 2012-12-06 |
| ISBN-10 | : 9781447107934 |
| ISBN-13 | : 1447107934 |
| Rating | : 4/5 (934 Downloads) |
Book Synopsis Combining Artificial Neural Nets by : Amanda J.C. Sharkey
Download or read book Combining Artificial Neural Nets written by Amanda J.C. Sharkey and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, written by leading researchers, presents methods of combining neural nets to improve their performance. The techniques include ensemble-based approaches, where a variety of methods are used to create a set of different nets trained on the same task, and modular approaches, where a task is decomposed into simpler problems. The techniques are also accompanied by an evaluation of their relative effectiveness and their application to a variety of problems.
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