648 search results - page 96 / 130 » Large Margin Classification Using the Perceptron Algorithm |
189
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TCBB
2011
14 years 9 months ago
2011
: Extraction of meaningful information from large experimental datasets is a key element of bioinformatics research. One of the challenges is to identify genomic markers in Hepatit...
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
We present an algorithm that learns invariant features from real data in an entirely unsupervised fashion. The principal benefit of our method is that it can be applied without hu...
133
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CMS
2010
15 years 2 months ago
2010
While conventional malware detection approaches increasingly fail, modern heuristic strategies often perform dynamically, which is not possible in many applications due to related ...
112
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VLDB
1995
ACM
15 years 5 months ago
1995
ACM
Classification, which involves finding rules that partition a given da.ta set into disjoint groups, is one class of data mining problems. Approaches proposed so far for mining cla...
121
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CVPR
2009
IEEE
16 years 9 months ago
2009
IEEE
The Conditional Random Fields (CRF) model, using
patch-based classification bound with context information,
has recently been widely adopted for image segmentation/
labeling. In...