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» Modeling Program Predictability
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TPLP
2010
135views more  TPLP 2010»
15 years 1 months ago
Formalization of psychological knowledge in answer set programming and its application
In this paper we explore the use of Answer Set Programming (ASP) to formalize, and reason about, psychological knowledge. In the field of psychology, a considerable amount of kno...
Marcello Balduccini, Sara Girotto
ICML
2005
IEEE
16 years 4 months ago
Compact approximations to Bayesian predictive distributions
We provide a general framework for learning precise, compact, and fast representations of the Bayesian predictive distribution for a model. This framework is based on minimizing t...
Edward Snelson, Zoubin Ghahramani
ISESE
2003
IEEE
15 years 8 months ago
Analogy Based Prediction of Work Item Flow in Software Projects: a Case Study
A software development project coordinates work by using work items that represent customer, tester, and developer found defects, enhancements, and new features. We set out to fac...
Audris Mockus
ESANN
2000
15 years 4 months ago
Committee formation for reliable and accurate neural prediction in industry
Abstract. This paper describes "cranking", a new committee formation algorithm. Cranking results in accurate and reliable committee predictions, even when applied to comp...
Peter J. Edwards, Alan F. Murray
JSS
2008
317views more  JSS 2008»
15 years 3 months ago
Predicting defect-prone software modules using support vector machines
Effective prediction of defectprone software modules can enable software developers to focus quality assurance activities and allocate effort and resources more efficiently. Supp...
Karim O. Elish, Mahmoud O. Elish