332 search results - page 41 / 67 » Learning with Local Drift Detection |
137
Voted
EUROGP
2009
Springer
15 years 8 months ago
2009
Springer
One-class classification naturally only provides one-class of exemplars, the target class, from which to construct the classification model. The one-class approach is constructed...
102
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ICIP
2007
IEEE
15 years 8 months ago
2007
IEEE
In this paper, we propose a learning-based demosaicing and a restoration error detection. A Vector Quantization (VQ)based method is utilized for learning. We take advantage of a s...
139
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ICML
2000
IEEE
16 years 2 months ago
2000
IEEE
Humanoid robots are high-dimensional movement systems for which analytical system identification and control methods are insufficient due to unknown nonlinearities in the system s...
118
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KDD
2009
ACM
16 years 2 months ago
2009
ACM
This paper addresses the issue of unsupervised network anomaly detection. In recent years, networks have played more and more critical roles. Since their outages cause serious eco...
145
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
We propose a new method for detecting patterns of anomalies in categorical datasets. We assume that anomalies are generated by some underlying process which affects only a particu...