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» Evolution with Drifting Targets
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EVOW
2010
Springer
15 years 1 months ago
Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing
Stefano Di Carlo, Matteo Falasconi, Ernesto S&aacu...
ICDM
2010
IEEE
199views Data Mining» more  ICDM 2010»
14 years 7 months ago
Addressing Concept-Evolution in Concept-Drifting Data Streams
Abstract--The problem of data stream classification is challenging because of many practical aspects associated with efficient processing and temporal behavior of the stream. Two s...
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu ...
MMAS
2010
Springer
14 years 4 months ago
Gyrokinetic Vlasov Equation in Three Dimensional Setting. Second Order Approximation
One of the main applications in plasma physics concerns the energy production through thermo-nuclear fusion. The controlled fusion requires the confinement of the plasma into a bo...
Mihai Bostan
ICIP
2007
IEEE
15 years 4 months ago
Robust Object Tracking Against Template Drift
We propose a new method addressing the problem of template drift, a common phenomenon in which the target gradually shifts away from the template in object tracking. Much effort h...
Jiyan Pan, Bo Hu
CVPR
2007
IEEE
15 years 11 months ago
Online Spatial-temporal Data Fusion for Robust Adaptive Tracking
One problem with the adaptive tracking is that the data that are used to train the new target model often contain errors and these errors will affect the quality of the new target...
Jixu Chen, Qiang Ji