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» Adaptation to Drifting Concepts
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ENTCS
2008
106views more  ENTCS 2008»
13 years 10 months ago
Modelling Adaptive Systems in ForSyDe
Emerging architectures such as partially reconfigurable FPGAs provide a huge potential for adaptivity in the area of embedded systems. Since many system functions are only execute...
Ingo Sander, Axel Jantsch
WORDS
2002
IEEE
14 years 3 months ago
An Adaptive Distributed System Based on Conditional Dependencies
Distributed programming is applicable in a wide range of domains such as control systems. These systems are subject to mutable environments and must also provide a time varying ad...
Luci Pirmez, Luiz F. Rust da Costa Carmo, Reinaldo...
KDD
2006
ACM
129views Data Mining» more  KDD 2006»
14 years 11 months ago
Suppressing model overfitting in mining concept-drifting data streams
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jef...
CVPR
2005
IEEE
15 years 24 days ago
Cross-Generalization: Learning Novel Classes from a Single Example by Feature Replacement
We develop an object classification method that can learn a novel class from a single training example. In this method, experience with already learned classes is used to facilita...
Evgeniy Bart, Shimon Ullman
WWW
2005
ACM
14 years 11 months ago
Multi-step media adaptation: implementation of a knowledge-based engine
Continuing changes in the domains of consumer devices and multimedia formats demand for a new approach to media adaptation. The publication of customized content on a device requi...
Peter Soetens, Matthias De Geyter