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ALT
1999
Springer
13 years 9 months ago
A Note on Support Vector Machine Degeneracy
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Ve...
ML
2002
ACM
180views Machine Learning» more  ML 2002»
13 years 4 months ago
Gene Selection for Cancer Classification using Support Vector Machines
Isabelle Guyon, Jason Weston, Stephen Barnhill, Vl...
ML
2002
ACM
106views Machine Learning» more  ML 2002»
13 years 4 months ago
Statistical Properties and Adaptive Tuning of Support Vector Machines
Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee
TR
2010
204views Hardware» more  TR 2010»
12 years 11 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