12943 search results - page 2083 / 2589 » Predicting When Not to Predict |
184
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DAGM
2004
Springer
16 years 14 days ago
2004
Springer
We consider the general problem of learning from labeled and unlabeled data. Given a set of points, some of them are labeled, and the remaining points are unlabeled. The goal is to...
183
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DEXA
2004
Springer
16 years 14 days ago
2004
Springer
Much work has been done on characterizing the workload of a database system. Previous studies focused on providing different types of statistical summaries, and modeling the run-ti...
202
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DSMML
2004
Springer
16 years 14 days ago
2004
Springer
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
174
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DSOM
2004
Springer
16 years 14 days ago
2004
Springer
Abstract. A framework for the autonomous management of clustered server systems called LAMA1 (Large-scale system’s Autonomous Management Agent) is proposed in this paper. LAMA is...
197
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ECAI
2004
Springer
16 years 14 days ago
2004
Springer
Advances in data collection technologies allow accumulation of large and high dimensional datasets and provide opportunities for learning high quality classification and regression...