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AAAI
2011
12 years 7 months ago
Mean Field Inference in Dependency Networks: An Empirical Study
Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...
Daniel Lowd, Arash Shamaei
ESEM
2010
ACM
13 years 5 months ago
Exploring the use of crowdsourcing to support empirical studies in software engineering
The power and the generality of the findings obtained through empirical studies are bounded by the number and type of participating subjects. In software engineering, obtaining a ...
Kathryn T. Stolee, Sebastian G. Elbaum
SIGSOFT
2007
ACM
14 years 8 months ago
An empirical study on the evolution of design patterns
Design patterns are solutions to recurring design problems, conceived to increase benefits in terms of reuse, code quality and, above all, maintainability and resilience to change...
Lerina Aversano, Gerardo Canfora, Luigi Cerulo, Co...
COMPSAC
2005
IEEE
14 years 1 months ago
An Empirical Performance Study for Validating a Performance Analysis Approach: PSIM
Performance analysis gains more attention in recent years by researchers who focus their study on the early software development stages to mitigate the risk of redesign as problem...
Jinchun Xia, Yujia Ge, Carl K. Chang
SEKE
2005
Springer
14 years 1 months ago
An Empirical Study on Limits of Clone Unification Using Generics
Generics (templates) attempt to unify similar program structures to avoid redundancy. How well do generics serve this purpose in practice? We try to answer this question through e...
Hamid Abdul Basit, Damith C. Rajapakse, Stan Jarza...