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» Adaptation to Drifting Concepts
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INFFUS
2008
60views more  INFFUS 2008»
13 years 7 months ago
Dynamic integration of classifiers for handling concept drift
Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunnin...
ESWA
2007
99views more  ESWA 2007»
13 years 7 months ago
Applying lazy learning algorithms to tackle concept drift in spam filtering
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fe...
JMLR
2010
108views more  JMLR 2010»
13 years 2 months ago
Mining Recurring Concept Drifts with Limited Labeled Streaming Data
Pei-Pei Li, Xindong Wu, Xuegang Hu
CIKM
2010
Springer
13 years 6 months ago
Partial drift detection using a rule induction framework
The major challenge in mining data streams is the issue of concept drift, the tendency of the underlying data generation process to change over time. In this paper, we propose a g...
Damon Sotoudeh, Aijun An
AUTOMATICA
2007
145views more  AUTOMATICA 2007»
13 years 7 months ago
Decentralized adaptive output-feedback stabilization for large-scale stochastic nonlinear systems
In this paper, the problem of decentralized adaptive output-feedback stabilization is investigated for large-scale stochastic nonlinear systems with three types of uncertainties, ...
Shu-Jun Liu, Ji-Feng Zhang, Zhong-Ping Jiang