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156
Voted
TR
2010
204views Hardware» more  TR 2010»
14 years 9 months ago
Anomaly Detection Through a Bayesian Support Vector Machine
This paper investigates the use of a one-class support vector machine algorithm to detect the onset of system anomalies, and trend output classification probabilities, as a way to ...
Vasilis A. Sotiris, Peter W. Tse, Michael Pecht
109
Voted
IR
2002
15 years 2 months ago
Asymmetric Missing-data Problems: Overcoming the Lack of Negative Data in Preference Ranking
In certain classi
Aleksander Kolcz, Joshua Alspector
138
Voted
ALMOB
2008
69views more  ALMOB 2008»
15 years 2 months ago
Learning from positive examples when the negative class is undetermined- microRNA gene identification
Background: The application of machine learning to classification problems that depend only on positive examples is gaining attention in the computational biology community. We an...
Malik Yousef, Segun Jung, Louise C. Showe, Michael...