11 search results - page 1 / 3 » A streaming ensemble algorithm (SEA) for large-scale classif... |
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KDD
2001
ACM
15 years 10 months ago
2001
ACM
LREC
2010
14 years 11 months ago
2010
In this paper we evaluate the performance of multilabel classification algorithms on the EUR-Lex database of legal documents of the European Union. On the same set of underlying d...
101
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TNN
2010
14 years 4 months ago
2010
Abstract--Recently, sparse approximation has become a preferred method for learning large scale kernel machines. This technique attempts to represent the solution with only a subse...
DCAI
2008
14 years 11 months ago
2008
. In this paper, a forecasting system is presented. It predicts the presence of oil slicks in a certain area of the open sea after an oil spill using Case-Based Reasoning methodolo...
ICDM
2008
IEEE
15 years 4 months ago
2008
IEEE
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...