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» A Novel Method to Improve the Test Efficiency of VLSI Tests
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DAC
2009
ACM
14 years 2 months ago
Information hiding for trusted system design
For a computing system to be trusted, it is equally important to verify that the system performs no more and no less functionalities than desired. Traditional testing and verifica...
Junjun Gu, Gang Qu, Qiang Zhou
EMMCVPR
2005
Springer
14 years 1 months ago
Increasing Efficiency of SVM by Adaptively Penalizing Outliers
In this paper, a novel training method is proposed to increase the classification efficiency of support vector machine (SVM). The efficiency of the SVM is determined by the number ...
Yiqiang Zhan, Dinggang Shen
ICCD
2005
IEEE
124views Hardware» more  ICCD 2005»
14 years 4 months ago
Accurate Diagnosis of Multiple Faults
In this paper, we propose a diagnostic test generation method in conjunction with an efficient sequential SAT-based diagnosis procedure to precisely identify multiple defective si...
Yung-Chieh Lin, Feng Lu, Kwang-Ting Cheng
IJPRAI
2002
93views more  IJPRAI 2002»
13 years 7 months ago
Improving Stability of Decision Trees
Decision-tree algorithms are known to be unstable: small variations in the training set can result in different trees and different predictions for the same validation examples. B...
Mark Last, Oded Maimon, Einat Minkov
ICDM
2007
IEEE
187views Data Mining» more  ICDM 2007»
14 years 2 months ago
A Comparative Study of Methods for Transductive Transfer Learning
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
Andrew Arnold, Ramesh Nallapati, William W. Cohen