Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.5K citations

Engineering, Machine Learning, Biometrics +18

A Practical Guide to Support Vector Classication

Chih‐Wei Hsu, Chih-Chung Chang, Chih‐Jen Lin · 2008 · 5.1K citations

Engineering, Machine Learning, Intelligent Systems +18

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Data Classification, Statistical Learning, Engineering +5

ARTIFICIAL NEURAL NETWORK BASED FAULT DIAGNOSTICS OF ROLLING ELEMENT BEARINGS USING TIME-DOMAIN FEATURES

B. Samanta, K. R. Al-Balushi · Mechanical Systems and Signal Processing · 2003 · 735 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +6

Gear fault detection using artificial neural networks and support vector machines with genetic algorithms

B. Samanta · Mechanical Systems and Signal Processing · 2003 · 504 citations

Fault Diagnosis, Condition Monitoring, Engineering +8