Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Extending the decision accuracy of a bioinformatics system

Chong, A., Gedeon, T.D. and Wong, K.W. (2003) Extending the decision accuracy of a bioinformatics system. In: Reznik, L. and Kreinovich, V., (eds.) Soft Computing in Measurement and Information Acquisition: Studies in Fuzziness and Soft Computing Volume 127. Springer Berlin Heidelberg, Heidelberg, pp. 151-163.

Link to Published Version: http://dx.doi.org/10.1007/978-3-540-36216-6_11
*Subscription may be required
Google Books Preview: http://books.google.com.au/books?id=h-gigDKwTMYC&p...
*Open access. Some pages may not be available

Abstract

We introduce a simple fuzzy technique to improve the prediction decision accuracy of a bioinformatics neural network system from the literature for protein structure prediction. We also describe an unsound assumption made by the authors of the neural network system, and propose a fuzzy hybrid solution, which eliminates the need for this assumption and can further enhance performance.

Item Type: Book Chapter
Murdoch Affiliation: School of Information Technology
Publisher: Springer Berlin Heidelberg
Copyright: © Springer-Verlag Berlin Heidelberg
URI: http://researchrepository.murdoch.edu.au/id/eprint/22801
Item Control Page Item Control Page