Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine. - V. Sugumaran; G. R. Sabareesh; K. I. Ramachandran (Expert Syst. Appl., 2008)

Safety analysis on a vibrating prismatic body: A data-mining approach. - V. Sugumaran; R. Ajith Kumar; B. H. Lakshmana Gowda; Chang Hyun Sohn (Expert Syst. Appl., 2009)

Misfire identification in a four-stroke four-cylinder petrol engine using decision tree. - S. Babu Devasenapati; V. Sugumaran; K. I. Ramachandran (Expert Syst. Appl., 2010)

Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features. - M. Elangovan; K. I. Ramachandran; V. Sugumaran (Expert Syst. Appl., 2010)

Minimum sample size determination of vibration signals in machine learning approach to fault diagnosis using power analysis. - V. Indira; R. Vasanthakumari; V. Sugumaran (Expert Syst. Appl., 2010)

Precise wavelet for current signature in 3phi IM. - Radhika Sudha; G. R. Sabareesh; G. Jagadanand; V. Sugumaran (Expert Syst. Appl., 2010)

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree. - N. R. Sakthivel; V. Sugumaran; S. Babu Devasenapati (Expert Syst. Appl., 2010)

Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump. - N. R. Sakthivel; V. Sugumaran; Binoy B. Nair (Int. J. Data Anal. Tech. Strateg., 2010)

Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool. - M. Elangovan; V. Sugumaran; K. I. Ramachandran; S. Ravikumar (Expert Syst. Appl., 2011)

A method for calculation of optimum data size and bin size of histogram features in fault diagnosis of mono-block centrifugal pump. - V. Indira; R. Vasanthakumari; N. R. Sakthivel; V. Sugumaran (Expert Syst. Appl., 2011)

Machine learning approach for automated visual inspection of machine components. - S. Ravikumar; K. I. Ramachandran; V. Sugumaran (Expert Syst. Appl., 2011)

Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine. - M. Saimurugan; K. I. Ramachandran; V. Sugumaran; N. R. Sakthivel (Expert Syst. Appl., 2011)

Effect of number of features on classification of roller bearing faults using SVM and PSVM. - V. Sugumaran; K. I. Ramachandran (Expert Syst. Appl., 2011)

Fault diagnosis of roller bearing using fuzzy classifier and histogram features with focus on automatic rule learning. - V. Sugumaran; K. I. Ramachandran (Expert Syst. Appl., 2011)

Determination of sample size using power analysis and optimum bin size of histogram features. - V. Indira; R. Vasanthakumari; N. R. Sakthivel; V. Sugumaran (Int. J. Data Anal. Tech. Strateg., 2011)

Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump. - V. Muralidharan; V. Sugumaran; N. R. Sakthivel (Int. J. Data Anal. Tech. Strateg., 2011)

Decision support system using artificial immune recognition system for fault classification of centrifugal pump. - N. R. Sakthivel; Binoy B. Nair; V. Sugumaran; Rajakumar S. Rai (Int. J. Data Anal. Tech. Strateg., 2011)

Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump. - N. R. Sakthivel; V. Indira; Binoy B. Nair; V. Sugumaran (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2011)

A comparative study of Naïve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis. - V. Muralidharan; V. Sugumaran (Appl. Soft Comput., 2012)

Soft computing approach to fault diagnosis of centrifugal pump. - N. R. Sakthivel; Binoy B. Nair; V. Sugumaran (Appl. Soft Comput., 2012)

Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump. - N. R. Sakthivel; V. Sugumaran; Binoy B. Nair (Appl. Soft Comput., 2012)

Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features. - N. R. Sakthivel; Binoy B. Nair; V. Sugumaran; Rajakumar S. Roy (Int. J. Data Min. Model. Manag., 2012)

Selection of discrete Wavelets for Fault Diagnosis of monoblock centrifugal Pump using the J48 Algorithm. - V. Muralidharan; V. Sugumaran (Appl. Artif. Intell., 2013)

Misfire Detection in IC Engine using Kstar Algorithm. - Anish Bahri; V. Sugumaran; S. Babu Devasenapati (CoRR, 2013)

Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings. - Siddhant Sahu; V. Sugumaran (CoRR, 2014)

Tool condition monitoring using K-star algorithm. - Sanidhya Painuli; M. Elangovan; V. Sugumaran (Expert Syst. Appl., 2014)

Fault diagnosis of bearings through vibration signal using Bayes classifiers. - Hemantha Kumar 001; T. A. Ranjit Kumar; M. Amarnath; V. Sugumaran (Int. J. Comput. Aided Eng. Technol., 2014)

Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals. - M. Amarnath; S. Arunav; Hemantha Kumar 001; V. Sugumaran; G. S. Raghvendra (CoRR, 2015)

SVM-based wavelet selection for fault diagnosis of monoblock centrifugal pump. - V. Muralidharan; V. Sugumaran (Int. J. Data Anal. Tech. Strateg., 2016)

Transfer learning based fault diagnosis of automobile dry clutch system. - G. Chakrapani; V. Sugumaran (Eng. Appl. Artif. Intell., 2023)

Health Monitoring of Dry Clutch System Using Deep Learning Approach. - Ganjikunta Chakrapani; V. Sugumaran (Intell. Autom. Soft Comput., 2023)

Intelligent fault diagnosis for tribo-mechanical systems by machine learning: Multi-feature extraction and ensemble voting methods. - V. Shandhoosh; Naveen Venkatesh S.; G. Chakrapani; V. Sugumaran; Sangharatna M. Ramteke; Max Marian (Knowl. Based Syst., 2024)