5463 search results - page 399 / 1093 » Evaluating algorithms that learn from data streams |
162
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ELPUB
2008
ACM
15 years 8 months ago
2008
ACM
This paper deals with the definitions, explanations and testing of the PageRank formula modified and adapted for bibliographic networks. Our modifications of PageRank take into ac...
177
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KDD
2004
ACM
16 years 7 months ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...
159
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CORR
2007
Springer
15 years 6 months ago
2007
Springer
—We consider an agent interacting with an unmodeled environment. At each time, the agent makes an observation, takes an action, and incurs a cost. Its actions can influence futu...
218
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JMLR
2012
13 years 9 months ago
2012
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...
174
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ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based features of the associated URLs. W...