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ICANN
2007
Springer
15 years 10 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
15 years 10 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
15 years 10 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
15 years 10 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»
15 years 10 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...