11 search results - page 1 / 3 » A streaming ensemble algorithm (SEA) for large-scale classif... |
60
Voted
KDD
2001
ACM
16 years 23 hour ago
2001
ACM
80
Voted
LREC
2010
15 years 1 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...
117
Voted
TNN
2010
14 years 6 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...
108
Voted
DCAI
2008
15 years 1 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 6 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...