1253 search results - page 83 / 251 » An Experimental and Theoretical Comparison of Model Selectio... |
205
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PCM
2005
Springer
16 years 7 days ago
2005
Springer
Abstract. Image classification could be treated as an effective solution to enable keyword-based semantic image retrieval. In this paper, we propose a novel image classification...
168
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DCC
2006
IEEE
16 years 6 months ago
2006
IEEE
The use of compression algorithms in machine learning tasks such as clustering and classification has appeared in a variety of fields, sometimes with the promise of reducing probl...
184
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ESWA
2006
15 years 6 months ago
2006
In this paper, I propose a genetic algorithm (GA) approach to instance selection in artificial neural networks (ANNs) for financial data mining. ANN has preeminent learning abilit...
184
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CASES
2007
ACM
15 years 10 months ago
2007
ACM
The last decade has witnessed the emergence of the Application Specific Instruction-set Processor (ASIP) as a viable platform for embedded systems. Extensible ASIPs allow the user...
161
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ESANN
2004
15 years 8 months ago
2004
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters: The covariance matr...