1427 search results - page 121 / 286 » Kernels for Semi-Structured Data |
102
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ICA
2007
Springer
15 years 7 months ago
2007
Springer
The discussion in this paper revolves around the notion of separation problems. The latter can be thought of as a unifying concept which includes a variety of important problems in...
101
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ECML
2006
Springer
15 years 4 months ago
2006
Springer
Minimum volume covering ellipsoid estimation is important in areas such as systems identification, control, video tracking, sensor management, and novelty detection. It is well kno...
114
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EUROPAR
2006
Springer
15 years 4 months ago
2006
Springer
Multi-resolution validation of hierarchical performance models of scientific applications is critical primarily for two reasons. First, the step-by-step validation determines the c...
84
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AAAI
2006
15 years 2 months ago
2006
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
108
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NIPS
2001
15 years 2 months ago
2001
In many scientific and engineering applications, detecting and understanding differences between two groups of examples can be reduced to a classical problem of training a classif...