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Dr V. Sugumaran
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Cited by
Year
Feature selection using Decision Tree and classification through Proximal Support Vector Machine for fault diagnostics of roller bearing
VMKIR V. Sugumaran
Mechanical Systems and Signal Processing 21 (2), 930-942, 2007
5942007
Vibration based fault diagnosis of monoblock centrifugal pump using decision tree
NR Sakthivel, V Sugumaran, S Babudevasenapati
Expert Systems with Applications 37 (6), 4040-4049, 2010
2812010
A comparative study of Na´ve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis
V Muralidharan, V Sugumaran
Applied Soft Computing 12 (8), 2023–2029, 2012
2532012
Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine
M Saimurugan, KI Ramachandran, V Sugumaran, NR Sakthivel
Expert Systems with Applications 38 (4), 3819-3826, 2011
2492011
Fault diagnosis of automobile hydraulic brake system using statistical features and support vector machines
R Jegadeeshwaran, V Sugumaran
Mechanical Systems and Signal Processing 52, 436-446, 2015
2242015
Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing
V Sugumaran, KI Ramachandran
Mechanical Systems and Signal Processing 21 (5), 2237-2247, 2007
2092007
Exploiting Sound Signals for Fault Diagnosis of Bearings Using Decision Tree
H Amarnath M, Sugumaran V
Measurement 46 (3), 1250–1256, 2013
1762013
Effect of number of features on classification of roller bearing faults using SVM and PSVM
V Sugumaran, KI Ramachandran
Expert Systems with Applications 38 (4), 4088-4096, 2011
1722011
Feature Extraction using Wavelets and Classification through Decision Tree Algorithm for Fault Diagnosis of Mono-Block Centrifugal Pump
V Muralidharan, V Sugumaran
Measurement 46 (1), 353–359, 2012
1682012
Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine
V Sugumaran, GR Sabareesh, KI Ramachandran
Expert Systems with Applications 34 (4), 3090-3098, 2008
1542008
Fault Diagnosis of Monoblock Centrifugal pump using SVM
VI V. Muralidharan, V. Sugumaran
Engineering Science and Technology: an International Journal 17 (3), 152–157, 2014
1392014
Machine learning approach for automated visual inspection of machine components
S Ravikumar, KI Ramachandran, V Sugumaran
Expert Systems With Applications 38 (4), 3260-3266, 2011
1382011
Fault diagnostics of a gearbox via acoustic signal using wavelet features, J48 Decision Tree and Random Tree Classifier
S Gupta, S Abraham, V Sugumaran, M Amarnath
Indian J Sci Technol 9, 1-8, 2016
133*2016
Tool condition monitoring using K-star algorithm
S Painuli, M Elangovan, V Sugumaran
Expert Systems with Applications 41 (6), 2638-2643, 2014
1052014
Comparison of Dimensionality Reduction Techniques for the Fault Diagnosis of Mono block Centrifugal Pump Using Vibration Signals
NRS vel, ME Binoy B Nair, V Sugumaran, SS Murugan
Engineering Science and Technology: an International Journal 17 (1), 30–38, 2014
1052014
Comparison of decision tree fuzzy and rough set fuzzy method for fault categorization of monoblock centrifugal pump”
NR Sakthivel, VBBN Sugumaran
Mechanical system and signal processing 24, 1887-1906, 2010
1032010
Misfire detection in an IC engine using vibration signal and decision tree algorithms
A Sharma, V Sugumaran, S BabuDevasenapati
Measurement 50, 370-380, 2014
992014
A data driven approach for condition monitoring of wind turbine blade using vibration signals through best-first tree algorithm and functional trees algorithm: A comparative study
A Joshuva, V Sugumaran
ISA transactions 67, 160-172, 2017
982017
Rough set based rule learning and fuzzy classification of wavelet features for fault diagnosis of monoblock centrifugal pump
V Muralidharan, V Sugumaran
Measurement 46 (9), 3057-3063, 2013
982013
Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features
M Elangovan, KI Ramachandran, V Sugumaran
Expert Systems with Applications 37 (3), 2059-2065, 2010
952010
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Articles 1–20