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» Reducing the cost of applying adaptive test cases
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ECML
2007
Springer
14 years 2 months ago
Roulette Sampling for Cost-Sensitive Learning
In this paper, we propose a new and general preprocessor algorithm, called CSRoulette, which converts any cost-insensitive classification algorithms into cost-sensitive ones. CSRou...
Victor S. Sheng, Charles X. Ling
CVPR
2008
IEEE
14 years 10 months ago
Taylor expansion based classifier adaptation: Application to person detection
Because of the large variation across different environments, a generic classifier trained on extensive data-sets may perform sub-optimally in a particular test environment. In th...
Cha Zhang, Raffay Hamid, Zhengyou Zhang
CF
2004
ACM
14 years 1 months ago
Combining compiler and runtime IPC predictions to reduce energy in next generation architectures
Next generation architectures will require innovative solutions to reduce energy consumption. One of the trends we expect is more extensive utilization of compiler information dir...
Saurabh Chheda, Osman S. Unsal, Israel Koren, C. M...
EUROMICRO
2007
IEEE
14 years 2 months ago
Using Model Differencing for Architecture-level Regression Testing
Regression testing can be systematically applied at the software architecture level in order to reduce the cost of retesting modified systems, and also to assess the regression t...
Henry Muccini
ICEIS
2008
IEEE
14 years 2 months ago
Internal Fraud Risk Reduction - Results of a Data Mining Case Study
Corporate fraud these days represents a huge cost to our economy. Academic literature already concentrated on how data mining techniques can be of value in the fight against frau...
Mieke Jans, Nadine Lybaert, Koen Vanhoof