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ICSM
2005
IEEE
14 years 2 months ago
Design Pattern Mining Enhanced by Machine Learning
Design patterns present good solutions to frequently occurring problems in object-oriented software design. Thus their correct application in a system’s design may significantl...
Rudolf Ferenc, Árpád Beszédes...
TREC
2004
13 years 10 months ago
Experience of Using SVM for the Triage Task in TREC 2004 Genomics Track
This paper reports our knowledge-ignorant machine learning approach to the triage task in TREC2004 genomics track, which is actually a text categorization problem. We applied Supp...
Dell Zhang, Wee Sun Lee
ISSTA
2006
ACM
14 years 2 months ago
Improving distributed memory applications testing by message perturbation
We present initial work on perturbation techniques that cause the manifestation of timing-related bugs in distributed memory Message Passing Interface (MPI)-based applications. Th...
Richard W. Vuduc, Martin Schulz, Daniel J. Quinlan...
ISSTA
2006
ACM
14 years 2 months ago
A case study of automatically creating test suites from web application field data
Creating effective test cases is a difficult problem, especially for web applications. To comprehensively test a web application’s functionality, test cases must test complex a...
Sara Sprenkle, Emily Gibson, Sreedevi Sampath, Lor...
IPPS
2007
IEEE
14 years 3 months ago
Optimizing Sorting with Machine Learning Algorithms
The growing complexity of modern processors has made the development of highly efficient code increasingly difficult. Manually developing highly efficient code is usually expen...
Xiaoming Li, María Jesús Garzar&aacu...