3010 search results - page 141 / 602 » Challenges in Visual Data Analysis |
133
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TNN
2010
14 years 8 months ago
2010
Statistical learning methods are emerging as a valuable tool for decoding information from neural imaging data. The noisy signal and the limited number of training patterns that ar...
120
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
The k-NN graph has played a central role in increasingly popular data-driven techniques for various learning and vision tasks; yet, finding an efficient and effective way to con...
112
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CINQ
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. One of the exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, it is e...
119
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IJCAI
2007
15 years 3 months ago
2007
A key challenge in applying kernel-based methods for discriminative learning is to identify a suitable kernel given a problem domain. Many methods instead transform the input data...
112
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SEMWEB
2010
Springer
14 years 11 months ago
2010
Springer
Abstract. The Web of Data is increasingly becoming an important infrastructure for such diverse sectors as entertainment, government, ecommerce and science. As a result, the robust...