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» A Case Study in the use of ROC curves for Algorithm Design
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NIPS
2003
13 years 9 months ago
AUC Optimization vs. Error Rate Minimization
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classification algorithm. However, the objective function optimized in most...
Corinna Cortes, Mehryar Mohri
CEC
2009
IEEE
14 years 2 months ago
Towards creative design using collaborative interactive genetic algorithms
— We present a computational model of creative design based on collaborative interactive genetic algorithms. We test our model on floorplanning. We guide the evolution of floor...
Juan C. Quiroz, Sushil J. Louis, Amit Banerjee, Se...
SAC
2010
ACM
14 years 2 months ago
Performance analysis of FlexRay-based systems using real-time calculus, revisited
The FlexRay protocol [4] is likely to be the de facto standard for automotive communication systems. Hence, there is a need to provide hard performance guarantees on properties li...
Devesh B. Chokshi, Purandar Bhaduri
PRL
2006
78views more  PRL 2006»
13 years 7 months ago
The interaction between classification and reject performance for distance-based reject-option classifiers
Consider the class of problems in which a target class is well-defined, and an outlier class is ill-defined. In these cases new outlier classes can appear, or the class-conditiona...
Thomas Landgrebe, David M. J. Tax, Pavel Pacl&iacu...
PTS
2004
88views Hardware» more  PTS 2004»
13 years 9 months ago
From Design to Test with UML: Applied to a Roaming Algorithm for Bluetooth Devices
The UML Testing Profile provides support for UML based model-driven testing. This paper introduces a methodology of how to use the testing profile in order to modify and extend an ...
Zhen Ru Dai, Jens Grabowski, Helmut Neukirchen, Ho...