Combining Artificial Neural Nets (eBook, PDF)
Ensemble and Modular Multi-Net Systems
Redaktion: Sharkey, Amanda J. C.
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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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