11814 search results - page 269 / 2363 » On Generalization by Neural Networks |
194
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IJCNN
2006
IEEE
16 years 19 days ago
2006
IEEE
— From the Bayesian Ying-Yang (BYY) harmony learning theory, a harmony function has been developed for finite mixtures with a novel property that its maximization can make model...
171
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IJCNN
2006
IEEE
16 years 19 days ago
2006
IEEE
— Handling catastrophic forgetting is an interesting and challenging topic in modeling the memory mechanisms of the human brain using machine learning models. From a more general...
175
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IJCNN
2006
IEEE
16 years 19 days ago
2006
IEEE
— We propose the Multiresponse Sparse Regression algorithm, an input selection method for the purpose of estimating several response variables. It is a forward selection procedur...
159
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ICANN
2005
Springer
16 years 4 days ago
2005
Springer
Sparse regression is the problem of selecting a parsimonious subset of all available regressors for an efficient prediction of a target variable. We consider a general setting in w...
201
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ISNN
2005
Springer
16 years 3 days ago
2005
Springer
In this work, we propose to apply support vector regression (SVR) to build software reliability growth model (SRGM). SRGM is an important aspect in software reliability engineering...