4080 search results - page 639 / 816 » The rebirth of neural networks |
178
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IJCNN
2008
IEEE
16 years 29 days ago
2008
IEEE
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
197
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IJCNN
2008
IEEE
16 years 29 days ago
2008
IEEE
— We discuss sparse support vector machines (sparse SVMs) trained in the reduced empirical feature space. Namely, we select the linearly independent training data by the Cholesky...
141
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IJCNN
2008
IEEE
16 years 29 days ago
2008
IEEE
Abstract— We present a novel framework that applies a metalearning approach to clustering algorithms. Given a dataset, our meta-learning approach provides a ranking for the candi...
152
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IJCNN
2008
IEEE
16 years 29 days ago
2008
IEEE
—Normalization before clustering is often needed for proximity indices, such as Euclidian distance, which are sensitive to differences in the magnitude or scales of the attribute...
154
click to vote
IJCNN
2008
IEEE
16 years 29 days ago
2008
IEEE
Abstract— In this paper, we present an effective computational approach for learning patterns of brain activity from the fMRI data. The procedure involved correcting motion artif...