Neural Expert System with Two Engines of Rough Set

	This Article
	Subscribers, please Login Purchase article: $19 PDF IEEE Xplore Subscribers RSS feed
	Share
	Email this Article to a friend
	Bibliographic References
	ASCII Text BibTex RefWorks Procite/RefMan/Endnote
	Add to:
	Digg Furl Spurl Blink Simpy Google Del.icio.us Y!MyWeb
	Search
	Similar Articles Articles by Moawia Elfaki Yahia Articles by Ramlan Mahmod

ACS/IEEE International Conference on Computer Systems and Applications (AICCSA'01)

Beirut, Lebanon

June 25-June 29

ISBN: 0-7695-1165-1

	ASCII Text	x
	Moawia Elfaki Yahia, Ramlan Mahmod, "Neural Expert System with Two Engines of Rough Set," Computer Systems and Applications, ACS/IEEE International Conference on, pp. 0052, ACS/IEEE International Conference on Computer Systems and Applications (AICCSA'01), 2001.

	BibTex	x
	@article{ 10.1109/AICCSA.2001.933951, author = {Moawia Elfaki Yahia and Ramlan Mahmod}, title = {Neural Expert System with Two Engines of Rough Set}, journal ={Computer Systems and Applications, ACS/IEEE International Conference on}, volume = {0}, year = {2001}, isbn = {0-7695-1165-1}, pages = {0052}, doi = {http://doi.ieeecomputersociety.org/10.1109/AICCSA.2001.933951}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer Systems and Applications, ACS/IEEE International Conference on TI - Neural Expert System with Two Engines of Rough Set SN - 0-7695-1165-1 SP EP A1 - Moawia Elfaki Yahia, A1 - Ramlan Mahmod, PY - 2001 KW - Expert Systems KW - Neural Networks KW - Rough Sets KW - Inference Systems KW - Data Preprocessing. VL - 0 JA - Computer Systems and Applications, ACS/IEEE International Conference on ER -

Moawia Elfaki Yahia, University of Khartoum

Ramlan Mahmod, Universiti Putra Malaysia

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AICCSA.2001.933951

Abstract: A new method for pre-processing input to neural network based on rough sets analysis was proposed. The method was used to construct two engines of rough set within the frame of neural expert system. As an example, a neural expert system for medical diagnosis was built using the two engines. The resulting model was evaluated by a fivefold cross-validation technique. The obtained result shows consistency of the given data and the classification given by experts.

Index Terms:

Expert Systems, Neural Networks, Rough Sets, Inference Systems, Data Preprocessing.

Citation:

Moawia Elfaki Yahia, Ramlan Mahmod, "Neural Expert System with Two Engines of Rough Set," aiccsa, pp.0052, ACS/IEEE International Conference on Computer Systems and Applications (AICCSA'01), 2001

Peer Review Notice | Give Us Feedback

Usage of this product signifies your acceptance of the Terms of Use.