531 search results - page 40 / 107 » Unsupervised learning techniques for an intrusion detection ... |
NN
2006
Springer
15 years 1 months ago
2006
Springer
This paper presents an on-line unsupervised learning mechanism for unlabeled data that are polluted by noise. Using a similarity thresholdbased and a local error-based insertion c...
122
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ICCV
2003
IEEE
16 years 3 months ago
2003
IEEE
One significant challenge in the construction of visual detection systems is the acquisition of sufficient labeled data. This paper describes a new technique for training visual d...
119
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CSREASAM
2003
15 years 2 months ago
2003
Automated rule induction procedures like machine learning and statistical techniques result in rules that lack generalization and maintainability. Developing rules manually throug...
116
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EMNLP
2008
15 years 2 months ago
2008
We describe an approach for acquiring the domain-specific dialog knowledge required to configure a task-oriented dialog system that uses human-human interaction data. The key aspe...
130
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KDD
2004
ACM
16 years 1 months ago
2004
ACM
We present and empirically analyze a machine-learning approach for detecting intrusions on individual computers. Our Winnowbased algorithm continually monitors user and system beh...