Abstract | ||
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In this paper an attempt has been made to explore the possibility of the usage of artificial neural networks as Test Oracle. The triangle classification problem has been used as a case study. Results for the usage of unsupervised artificial networks indicate that they are not suitable for this purpose. The Feed-forward back propagation neural networks are demonstrated to be suitable. |
Year | DOI | Venue |
---|---|---|
2004 | 10.1145/986710.986725 | ACM SIGSOFT Software Engineering Notes |
Keywords | Field | DocType |
unsupervised artificial network,artificial neural networks,test oracle,software testing,propagation neural network,case study,artificial neural network,triangle classification problem,feed forward,neural net | Physical neural network,Computer science,Stochastic neural network,Recurrent neural network,Oracle,Types of artificial neural networks,Time delay neural network,Artificial intelligence,Deep learning,Artificial neural network,Machine learning | Journal |
Volume | Issue | Citations |
29 | 3 | 40 |
PageRank | References | Authors |
1.36 | 11 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
K. K. Aggarwal | 1 | 211 | 13.32 |
Yogesh Singh | 2 | 267 | 13.87 |
A. Kaur | 3 | 60 | 3.54 |
Om Prakash Sangwan | 4 | 58 | 4.69 |