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ICML
2003
IEEE
16 years 6 months ago
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
Lian Yan, Robert H. Dodier, Michael Mozer, Richard...
SIGSOFT
2008
ACM
16 years 5 months ago
A scalable technique for characterizing the usage of temporaries in framework-intensive Java applications
Framework-intensive applications (e.g., Web applications) heavily use temporary data structures, often resulting in performance bottlenecks. This paper presents an optimized blend...
Bruno Dufour, Barbara G. Ryder, Gary Sevitsky
SIGSOFT
2007
ACM
16 years 5 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...
SIGSOFT
2005
ACM
16 years 5 months ago
A case study on value-based requirements tracing
Project managers aim at keeping track of interdependencies between various artifacts of the software development lifecycle, to find out potential requirements conflicts, to better...
Matthias Heindl, Stefan Biffl
ISBI
2006
IEEE
16 years 5 months ago
Towards automated bioimage analysis: from features to semantics
Recent advances in bio-molecular imaging have afforded biologists a more thorough understanding of cellular functions in complex tissue structures. For example, high resolution fl...
B. S. Manjunath, Baris Sumengen, Zhiqiang Bi, Jiyu...
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