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ICANN
2007
Springer
14 years 1 months ago
An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors
Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...
Cláudio M. S. Medeiros, Guilherme De A. Bar...
AIS
2004
Springer
14 years 1 months ago
Timed I/O Test Sequences for Discrete Event Model Verification
Abstract. Model verification examines the correctness of a model implementation with respect to a model specification. While being described from model specification, implementatio...
Ki Jung Hong, Tag Gon Kim
DGCI
2006
Springer
14 years 1 months ago
Exact Euclidean Medial Axis in Higher Resolution
Abstract. The notion of skeleton plays a major role in shape analysis. Some usually desirable characteristics of a skeleton are: sufficient for the reconstruction of the original o...
André Vital Saúde, Michel Couprie, R...
APSEC
2001
IEEE
14 years 1 months ago
A Framework for Migrating Procedural Code to Object-Oriented Platforms
With the rapid growth of the Internet and pervasive computing activities, the migration of back-end legacy systems to network centric environments has become a focal point for res...
Ying Zou, Kostas Kontogiannis
KDD
1995
ACM
104views Data Mining» more  KDD 1995»
14 years 1 months ago
Using Rough Sets as Tools for Knowledge Discovery
An attribute-oriented rough set method for knowledgediscovery in databases is described. Themethodis based on information generalization, whichexaminesthe data at various levels o...
Ning Shan, Wojciech Ziarko, Howard J. Hamilton, Ni...