Combining Artificial Neural Nets - E-book

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Combining Artificial Neural Nets - ENG

Ensemble And Modular Multi-net Systems

Amanda J.C. Sharkey

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Sinopsis

ISBN:	9781447107934
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Computadoras
Subtema:	Inteligencia artificial y semántica
Año de publicación:	2012-12-06

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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