V. Sugumaran

Feature selection using Decision Tree and classification through Proximal Support Vector Machine for fault diagnostics of roller bearing

V. Sugumaran, V.S. Muralidharan, K.I. Ramachandran · Mechanical Systems and Signal Processing · 2006 · 449 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +13

A comparative study of Naïve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis

V.S. Muralidharan, V. Sugumaran · Applied Soft Computing · 2012 · 232 citations

Fault Diagnosis, Condition Monitoring, Naïve Bayes Classifier +7

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree

N.R. Sakthivel, V. Sugumaran, S. Babudevasenapati · Expert Systems with Applications · 2009 · 223 citations

Fault Diagnosis, Condition Monitoring, Engineering +4

Fault diagnosis of automobile hydraulic brake system using statistical features and support vector machines

R. Jegadeeshwaran, V. Sugumaran · Mechanical Systems and Signal Processing · 2014 · 211 citations

Fault Diagnosis, Support Vector Machine, Engineering +8

Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine

M. Saimurugan, K.I. Ramachandran, V. Sugumaran et al. · Expert Systems with Applications · 2010 · 189 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +10