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160
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IJCNN
2008
IEEE
16 years 1 months ago
2008
IEEE
—This paper proposes a novel method for data editing. The goal of data editing in instance-based learning is to remove instances from a training set in order to increase the accu...
168
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BIBM
2007
IEEE
16 years 1 months ago
2007
IEEE
Health care data from patients in the Arizona Health Care Cost Containment System, Arizona’s Medicaid program, provides a unique opportunity to exploit state-of-the-art data pro...
150
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CEC
2007
IEEE
16 years 1 months ago
2007
IEEE
Abstract— This paper provides a deep insight into the performance of genetic algorithms with reserve selection (GARS), and investigates how parameters can be regulated to solve o...
170
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ICNSC
2007
IEEE
16 years 1 months ago
2007
IEEE
– Unmanned ground vehicles are widely used in industries where repetitive tasks or high risk missions are required. Such vehicles usually operate on soft deformable terrains and ...
174
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IJCNN
2007
IEEE
16 years 1 months ago
2007
IEEE
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...