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NEURAL NETWORKS & COMP [W/ CD]
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Learning Algorithms and Applications
Sofort lieferbar | Lieferzeit: Sofort lieferbar
Artikel-Nr:
9781860949692
Veröffentl:
2007
Seiten:
324
Autor:
Tommy Wai-shing Chow
eBook Typ:
PDF
eBook Format:
Reflowable
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:
This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.