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ISSRE
2008
IEEE
15 years 4 months ago
Cost Curve Evaluation of Fault Prediction Models
Prediction of fault prone software components is one of the most researched problems in software engineering. Many statistical techniques have been proposed but there is no consen...
Yue Jiang, Bojan Cukic, Tim Menzies
GECCO
2007
Springer
149views Optimization» more  GECCO 2007»
15 years 4 months ago
Modeling XCS in class imbalances: population size and parameter settings
This paper analyzes the scalability of the population size required in XCS to maintain niches that are infrequently activated. Facetwise models have been developed to predict the ...
Albert Orriols-Puig, David E. Goldberg, Kumara Sas...
ICSE
2010
IEEE-ACM
15 years 2 months ago
A degree-of-knowledge model to capture source code familiarity
The size and high rate of change of source code comprising a software system make it difficult for software developers to keep up with who on the team knows about particular parts...
Thomas Fritz, Jingwen Ou, Gail C. Murphy, Emerson ...
ISNN
2010
Springer
15 years 2 months ago
Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries
Preference elicitation (PE) is an important component of interactive decision support systems that aim to make optimal recommendations to users by actively querying their preferen...
Shengbo Guo, Scott Sanner
AAAI
2008
15 years 5 days ago
Partially Synchronized DEC-MDPs in Dynamic Mechanism Design
In this paper, we combine for the first time the methods of dynamic mechanism design with techniques from decentralized decision making under uncertainty. Consider a multi-agent s...
Sven Seuken, Ruggiero Cavallo, David C. Parkes