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DATAMINE
2006
130views more  DATAMINE 2006»
13 years 9 months ago
Mining Adaptive Ratio Rules from Distributed Data Sources
Different from traditional association-rule mining, a new paradigm called Ratio Rule (RR) was proposed recently. Ratio rules are aimed at capturing the quantitative association kno...
Jun Yan, Ning Liu, Qiang Yang, Benyu Zhang, QianSh...
MSR
2009
ACM
14 years 3 months ago
Does calling structure information improve the accuracy of fault prediction?
Previous studies have shown that software code attributes, such as lines of source code, and history information, such as the number of code changes and the number of faults in pr...
Yonghee Shin, Robert M. Bell, Thomas J. Ostrand, E...
JIIS
2002
102views more  JIIS 2002»
13 years 8 months ago
Using Dempster-Shafer's Theory of Evidence to Combine Aspects of Information Use
In this paper we propose a model for relevance feedback. Our model combines evidence from user's relevance assessments with algorithms describing how words are used within do...
Ian Ruthven, Mounia Lalmas
CSB
2005
IEEE
189views Bioinformatics» more  CSB 2005»
14 years 2 months ago
Learning Yeast Gene Functions from Heterogeneous Sources of Data Using Hybrid Weighted Bayesian Networks
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
Xutao Deng, Huimin Geng, Hesham H. Ali
RE
2009
Springer
14 years 1 months ago
Use Case to Source Code Traceability: The Developer Navigation View Point
Requirements traceability is a challenge for modern software projects where task dependencies and technical experspread across system developers, abstract model representations su...
Inah Omoronyia, Guttorm Sindre, Marc Roper, John D...