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11th IEEE Symposium on Computers and Communications (ISCC'06)
Wavelet Based RDNN for Software Reliability Estimation
Cagliari, Sardinia, Italy
June 26-June 29
ISBN: 0-7695-2588-1
ASCII Text
x 
 
Adam Smiarowski, Jr., Hoda S. Abdel-Aty-Zohdy, Mostafa Hashem Sherif, Hemal Shah, "Wavelet Based RDNN for Software Reliability Estimation," Computers and Communications, IEEE Symposium on, pp. 312-317, 11th IEEE Symposium on Computers and Communications (ISCC'06), 2006.
 
 
BibTex
x
 
@article{ 10.1109/ISCC.2006.168,
author = {Adam Smiarowski, Jr. and Hoda S. Abdel-Aty-Zohdy and Mostafa Hashem Sherif and Hemal Shah},
title = {Wavelet Based RDNN for Software Reliability Estimation},
journal ={Computers and Communications, IEEE Symposium on},
volume = {0},
year = {2006},
issn = {1530-1346},
pages = {312-317},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISCC.2006.168},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computers and Communications, IEEE Symposium on
TI - Wavelet Based RDNN for Software Reliability Estimation
SN - 1530-1346
SP312
EP317
A1 - Adam Smiarowski, Jr.,
A1 - Hoda S. Abdel-Aty-Zohdy,
A1 - Mostafa Hashem Sherif,
A1 - Hemal Shah,
PY - 2006
KW - null
VL - 0
JA - Computers and Communications, IEEE Symposium on
ER -
 
Adam Smiarowski, Jr., Oakland University, USA
Hoda S. Abdel-Aty-Zohdy, Oakland University, USA
Mostafa Hashem Sherif, AT&T Bell Labs, USA
Hemal Shah, Oakland University, USA
Using the wavelet basis in Recurrent Dynamic Neural Network (RDNN) can improve the failure event estimation of software defect tracking in telecommunications. Non-linearity of the system is represented by proper selection of the wavelet function. This RDNN handles noisy data and enhances the speed of convergence as compared with alternate approaches. A new adaptive RDNN is presented where software deployment testing observations are used to synthesize intrinsic model parameters.
Citation:
Adam Smiarowski, Jr., Hoda S. Abdel-Aty-Zohdy, Mostafa Hashem Sherif, Hemal Shah, "Wavelet Based RDNN for Software Reliability Estimation," iscc, pp.312-317, 11th IEEE Symposium on Computers and Communications (ISCC'06), 2006
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