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» A Machine Learning Approach for Statistical Software Testing
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78
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CSEE
2004
Springer
15 years 6 months ago
Teaching Domain Testing: A Status Report
Domain testing is a stratified sampling strategy for choosing a few test cases from the near infinity of candidate test cases. The strategy goes under several names, such as equiv...
Cem Kaner
IUI
2000
ACM
15 years 5 months ago
Learning to recommend from positive evidence
In recent years, many systems and approaches for recommending information, products or other objects have been developed. In these systems, often machine learning methods that nee...
Ingo Schwab, Wolfgang Pohl, Ivan Koychev
121
Voted
FLAIRS
2007
15 years 2 months ago
Context-Sensitive MTL Networks for Machine Lifelong Learning
Context-sensitive Multiple Task Learning, or csMTL, is presented as a method of inductive transfer that uses a single output neural network and additional contextual inputs for le...
Daniel L. Silver, Ryan Poirier
109
Voted
CLUSTER
2007
IEEE
15 years 4 months ago
Identifying energy-efficient concurrency levels using machine learning
Abstract-- Multicore microprocessors have been largely motivated by the diminishing returns in performance and the increased power consumption of single-threaded ILP microprocessor...
Matthew Curtis-Maury, Karan Singh, Sally A. McKee,...
APSEC
2001
IEEE
15 years 4 months ago
Expert Maintainers' Strategies and Needs when Understanding Software: A Case Study Approach
Accelerating the learning curve of software maintainers working on systems with which they have little familiarity motivated this study. A working hypothesis was that automated me...
Christos Tjortjis, Paul J. Layzell