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» Active Learning with Confidence
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KI
2007
Springer
14 years 9 months ago
Improving the Detection of Unknown Computer Worms Activity Using Active Learning
Detecting unknown worms is a challenging task. Extant solutions, such as anti-virus tools, rely mainly on prior explicit knowledge of specific worm signatures. As a result, after t...
Robert Moskovitch, Nir Nissim, Dima Stopel, Clint ...
COLING
2010
14 years 4 months ago
Active Deep Networks for Semi-Supervised Sentiment Classification
This paper presents a novel semisupervised learning algorithm called Active Deep Networks (ADN), to address the semi-supervised sentiment classification problem with active learni...
Shusen Zhou, Qingcai Chen, Xiaolong Wang
IMC
2010
ACM
14 years 7 months ago
Scamper: a scalable and extensible packet prober for active measurement of the internet
Large scale active measurement of the Internet requires appropriate software support. The better tools that we have for executing consistent and systematic measurements, the more ...
Matthew J. Luckie
47
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ICML
2008
IEEE
15 years 10 months ago
Actively learning level-sets of composite functions
Brent Bryan, Jeff G. Schneider
ICALT
2008
IEEE
15 years 4 months ago
Realistic Learning Activity is Not Enough
John M. Carroll, Marcela Borge, Lu Xiao, Craig H. ...