V. Sugumaran

发表

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, 2010, Int. J. Data Anal. Tech. Strateg..

Fuzzy classifier with automatic rule generation for fault diagnosis of hydraulic brake system using statistical features

V. Sugumaran, R. Jegadeeshwaran, 2015 .

Fault diagnosis of roller bearing using fuzzy classifier and histogram features with focus on automatic rule learning

V. Sugumaran, K. I. Ramachandran, V. Sugumaran, 2011, Expert Syst. Appl..

Fault Diagnosis of Monoblock Centrifugal Pump Using Stationary Wavelet Features and Bayes Algorithm

V. Sugumaran, V. Muralidharan, V. Indira, 2014 .

Minimum sample size determination of vibration signals in machine learning approach to fault diagnosis using power analysis

V. Sugumaran, V. Indira, R. Vasanthakumari, 2010, Expert Syst. Appl..

Fault Diagnosis of Helical Gear Box using Decision Tree through Vibration Signals

V. Sugumaran, Hemantha Kumar, Deepak Jain, 2013 .

SAMPLE SIZE DETERMINATION FOR CLASSIFICATION OF EEG SIGNALS USING POWER ANALYSIS IN MACHINE LEARNING APPROACH

V. Sugumaran, V. Indira, R. Vasanthakumari, 2012 .

SELECTION OF DISCRETE WAVELETS FOR FAULT DIAGNOSIS OF MONOBLOCK CENTRIFUGAL PUMP USING THE J48 ALGORITHM

V. Sugumaran, V. Muralidharan, V. Sugumaran, 2013, Appl. Artif. Intell..

A method for calculation of optimum data size and bin size of histogram features in fault diagnosis of mono-block centrifugal pump

N. R. Sakthivel, V. Sugumaran, V. Indira, 2011, Expert Syst. Appl..

Estimation of Remaining Useful Life of Bearings based on Support Vector Regression

V. Sugumaran, R. Satishkumar, 2016 .

Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2011, Int. J. Granul. Comput. Rough Sets Intell. Syst..

REMAINING LIFE TIME PREDICTION OF BEARINGS USING K-STAR ALGORITHM – A STATISTICAL APPROACH

V. Sugumaran, R. Satishkumar, 2017 .

Misfire detection in an IC engine using vibration signal and decision tree algorithms

V. Sugumaran, Abhishek Sharma, S. Babu Devasenapati, 2014 .

Implementing K-Star Algorithm to Monitor Tyre Pressure using Extracted Statistical Features from Vertical Wheel Hub Vibrations

V. Sugumaran, P. S. Anoop, Hemanth Mithun Praveen, 2016 .

Feature extraction using wavelets and classification through decision tree algorithm for fault diagnosis of mono-block centrifugal pump

V. Sugumaran, V. Muralidharan, V. Sugumaran, 2013 .

Brake fault diagnosis using Clonal Selection Classification Algorithm (CSCA) – A statistical learning approach

V. Sugumaran, R. Jegadeeshwaran, R. Jegadeeshwaran, 2015 .

Semantic technologies for enhancing knowledge management systems

V. Sugumaran, 2016 .

Effect of number of features on classification of roller bearing faults using SVM and PSVM

V. Sugumaran, K. I. Ramachandran, V. Sugumaran, 2011, Expert Syst. Appl..

A machine learning approach for condition monitoring of wind turbine blade using autoregressive moving average (ARMA) features through vibration signals: a comparative study

V. Sugumaran, A. Joshuva, 2018 .

A Comparative Study for Condition Monitoring on Wind Turbine Blade using Vibration Signals through Statistical Features: a Lazy Learning Approach

V. Sugumaran, A. Joshuva, Joshuva Arockia Dhanraj, 2018, International Journal of Engineering & Technology.

Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine

V. Sugumaran, K. I. Ramachandran, G. R. Sabareesh, 2008, Expert Syst. Appl..

Fault diagnosis of helical gearbox using acoustic signal and wavelets

V. Sugumaran, M. Amarnath, Sk Pranesh, 2017 .

Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2012, Int. J. Data Min. Model. Manag..

Vibration based Brake Fault Diagnosis using Voting Feature Interval and Decision Tree with Histogram Features

V. Sugumaran, R. Jegadeeshwaran, S. Aravinth, 2016 .

Fault Diagnosis of Single Point Cutting Tool through Vibration Signal Using Decision Tree Algorithm

V. Sugumaran, S. Narendranath, Hemantha Kumar, 2014 .

Classification of EEG Signals for Prosthetic Limb Movements with ARMA Features Using C4.5 Decision Tree Algorithm

V. Sugumaran, S. Mohan, V. V. Ramalingam, 2016 .

Fault Diagnosis of a Single Point Cutting Tool using Statistical Features by Random Forest Classifier

V. Sugumaran, Nirmal Mangal, M. Ramesh Nachiappan, 2016 .

Machine learning approach for automated visual inspection of machine components

V. Sugumaran, K. I. Ramachandran, S. Ravikumar, 2011, Expert Syst. Appl..

Misfire Detection in Spark-Ignition Engine using Statistical Learning Theory

V. Sugumaran, R. Jegadeeshwaran, S. Babu Devasenapati, 2016 .

Controlling Prosthetic Limb Movements Using EEG Signals

V. Sugumaran, S. Mohan, V. Vani, 2017 .

Decision support system using artificial immune recognition system for fault classification of centrifugal pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2011, Int. J. Data Anal. Tech. Strateg..

Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals pdf

V. Sugumaran, Hemantha Kumar, M. Amarnath, 2015, ArXiv.

Fault diagnosis of centrifugal pump using wavelet features – fuzzy-based approach

V. Sugumaran, V. Muralidharan, 2013 .

Condition monitoring of single point cutting tool using arma features and SVM classifiers

V. Sugumaran, R. Jegadeeshwaran, M Elangovan, 2015 .

FAULT DIAGNOSIS OF MONOBLOCK CENTRIFUGAL PUMP USING DISCRETE WAVELET FEATURES AND J48 ALGORITHM

V. Sugumaran, V. Muralidharan, 2012 .

Application of Artificial Immune Recognition System for Identification of Advertisement Video Frames using BICC Features

V. Sugumaran, S. Mohan, B. Rebecca Jeya Vadhanam, 2016 .

A NEW WAVELET FEATURE FOR FAULT DIAGNOSIS OF ROLLER BEARINGS USING DECISION TREE

V. Sugumaran, R ManjuB, 2011 .

Misfire detection in I.C. engine through ARMA features using machine learning approach

V. Sugumaran, S. Babu Devasenapati, Sumedh Mulay, 2018 .

ANALYSIS OF EEG SIGNALS USING DATA MINING APPROACH

V. Sugumaran, V. V. Ramalingam, S. Ganesh, 2012 .

Condition Monitoring of Single Point Cutting Tools Based on Machine Learning Approach

V. Sugumaran, S. Narendranath, Hemantha Kumar, 2018, The International Journal of Acoustics and Vibration.

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

V. Sugumaran, V. Muralidharan, V. Sugumaran, 2012, Appl. Soft Comput..

A comparative study of Naïve Bayes classifier and Bayes Net classifier for fault diagnosis of automobile hydraulic brake system

V. Sugumaran, R. Jegadeeshwaran, 2015 .

Precise wavelet for current signature in 3phi IM

V. Sugumaran, G. R. Sabareesh, S. Radhika, 2010, Expert Syst. Appl..

Fault diagnosis of bearings through vibration signal using Bayes classifiers

V. Sugumaran, Hemantha Kumar, M. Amarnath, 2014, Int. J. Comput. Aided Eng. Technol..

Vibration Based Fault Diagnosis Study of an Automobile Brake System Using K Star (K*) Algorithm – A Statistical Approach

V. Sugumaran, R. Jegadeeshwaran, 2014 .

Fault Diagnosis of Helical Gearbox through Vibration Signals using Wavelet Features, J48 Decision Tree and Random Forest Classifiers

V. Sugumaran, Ameet Singh, M. Amarnath, 2016 .

Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump

N. R. Sakthivel, V. Sugumaran, V. Muralidharan, 2011, Int. J. Data Anal. Tech. Strateg..

WAVELET DESIGN FOR FAULT DIAGNOSIS OF ROLLER BEARINGS USING CONTINUOUS WAVELET TRANSFORMS

V. Sugumaran, Sree Buddha, B. R. Manju, 2010 .

Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2012, Appl. Soft Comput..

Performance Comparison of Various Decision Tree Algorithms for Classification of Advertisement and Non Advertisement Videos

V. Sugumaran, S. Mohan, V. V. Ramalingam, 2016 .

Fault Diagnosis of Helical Gear Box using Vibration Signals through Random Tree and Wavelet Features

V. Sugumaran, Ameet Singh, M. Amarnath, 2016 .

Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings pdf

V. Sugumaran, Siddhant Sahu, 2014, ArXiv.

Fault diagnosis of helical gear box using naïve Bayes and Bayes net

V. Sugumaran, Hemantha Kumar, Deepak Jain, 2015 .

Tool condition monitoring using K-star algorithm

V. Sugumaran, M. Elangovan, Sanidhya Painuli, 2014, Expert Syst. Appl..

A Comparative study between Support Vector Machine (SVM) and Extreme Learning Machine (ELM) for Fault Detection in Pumps

V. Sugumaran, V Muralidharan, 2017 .

Fault Diagnosis of Roller Bearings with Sound Signals using Wavelets and Decision Tree Algorithm

V. Sugumaran, M. Amarnath, Abhijit D. Gaikwad, 2016 .

Vibration Based Fault Diagnosis of Automobile Hydraulic Brake System using Fuzzy Logic with Best First Tree Rules

V. Sugumaran, R. Jegadeeshwaran, M. N. Gajre, 2017 .

Air compressor fault diagnosis through statistical feature extraction and random forest classifier

V. Sugumaran, S. Aravinth, V. Sugumaran, 2018 .

SVM-based wavelet selection for fault diagnosis of monoblock centrifugal pump

V. Sugumaran, V. Muralidharan, 2017 .

Fault diagnosis of helical gear box using variational mode decomposition and J48 algorithm

V. Sugumaran, K. P. Soman, M. Amarnath, 2016 .

Vibration Based Condition Monitoring of a Hydraulic Brake System through Statistical Learning Approaches: A Review

V. Sugumaran, R. Jegadeeshwaran, 2016 .

Fault Diagnosis of Helical Gear Box Using Vibration Signals through J-48 Graft Algorithm and Wavelet Features

V. Sugumaran, Ameet Singh, M. Amarnath, 2016 .

Fault Diagnosis of Helical Gearbox Using Vibration Signals through K-Star Algorithm and Wavelet Features

V. Sugumaran, Ameet Singh, M. Amarnath, 2016 .

Rough set based rule learning and fuzzy classification of wavelet features for fault diagnosis of monoblock centrifugal pump

V. Sugumaran, V. Muralidharan, V. Sugumaran, 2013 .

Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2010 .

Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features

V. Sugumaran, K. I. Ramachandran, M. Elangovan, 2010, Expert Syst. Appl..

Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool

V. Sugumaran, K. I. Ramachandran, S. Ravikumar, 2011, Expert Syst. Appl..

Exploiting BICC Features for Classification of Advertisement Videos Using RIDOR Algorithm

V. Sugumaran, V. V. Ramalingam, S. Mohan, 2016, 2016 International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE).

Acoustic Signal Based Condition Monitoring of Gearbox using Wavelets and Decision Tree Classifier

V. Sugumaran, M. Amarnath, Siju K. Abraham, 2016 .

Effect of Kernel Function in Support Vector Machine for the Fault Diagnosis of Pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2016 .

Misfire identification in a four-stroke four-cylinder petrol engine using decision tree

V. Sugumaran, K. I. Ramachandran, S. Babu Devasenapati, 2010, Expert Syst. Appl..

Wind Turbine Blade Fault Diagnosis Using Vibration Signals through Decision Tree Algorithm

V. Sugumaran, A. Joshuva, 2016 .

Performance of Logistic Model Tree Classifier using Statistical Features for Fault Diagnosis of Single Point Cutting Tool

V. Sugumaran, M. Ramesh Nachiappan, M. Elangovan, 2016 .

Comparative study of decision tree classifier and best first tree classifier for fault diagnosis of automobile hydraulic brake system using statistical features

V. Sugumaran, R. Jegadeeshwaran, R. Jegadeeshwaran, 2013 .

Prosthetic Arm Control using Clonal Selection Classification Algorithm (CSCA) - A Statistical Learning Approach

V. Sugumaran, S. Mohan, V. V. Ramalingam, 2016 .

SVM-based wavelet selection for fault diagnosis of monoblock centrifugal pump

V. Sugumaran, V. Muralidharan, V. Sugumaran, 2016, Int. J. Data Anal. Tech. Strateg..

A comparative study of naïve Bayes classifier and Bayes net classifier for fault diagnosis of roller bearing using sound signal

V. Sugumaran, Rahul Sharma, Hemantha Kumar, 2015 .

Safety analysis on a vibrating prismatic body: A data-mining approach

V. Sugumaran, B. H. Lakshmana Gowda, R. Ajith Kumar, 2009, Expert Syst. Appl..

Fault Diagnosis of Helical Gearbox through Vibration Signals using J48 Decision Tree and Wavelet

V. Sugumaran, Ameet Singh, M. Amarnath, 2016 .

Machine Learning Approach to the Prediction of Surface Roughness Using Statistical Features of Vibration Signal Acquired in Turning

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2015 .

Vibration based Health Assessment of Bearings using Random Forest Classifier

V. Sugumaran, R. Satishkumar, V. Sugumaran, 2016 .

Computer Vision Based Classification on Commercial Videos

V. Sugumaran, S. Mohan, V. Vani, 2017 .

Fault Diagnostics of a Gearbox with Acoustic Signals Using Wavelets and Decision Tree

V. Sugumaran, M. Amarnath, Siju K. Abraham, 2017 .

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

N. R. Sakthivel, V. Sugumaran, K. I. Ramachandran, 2011, Expert Syst. Appl..

Misfire Detection in IC Engine using Kstar Algorithm pdf

V. Sugumaran, S. Babu Devasenapati, Anish Bahri, 2013, ArXiv.

Speech Recognition For Humanoid Robot

V. Sugumaran, A. Joshuva, 2015 .

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree

N. R. Sakthivel, V. Sugumaran, S. Babu Devasenapati, 2010, Expert Syst. Appl..

Soft computing approach to fault diagnosis of centrifugal pump

N. R. Sakthivel, V. Sugumaran, Binoy B. Nair, 2012, Appl. Soft Comput..

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

V. Sugumaran, R. Jegadeeshwaran, R. Jegadeeshwaran, 2015 .

Exploiting sound signals for fault diagnosis of bearings using decision tree

V. Sugumaran, Hemantha Kumar, M. Amarnath, 2013 .

Fault diagnosis of monoblock centrifugal pump using SVM

V. Sugumaran, V. Indira, V. Muralidharan, 2014 .

Fault Diagnostics of a Gearbox via Acoustic Signal using Wavelet Features, J48 Decision Tree and Random Tree Classifier

V. Sugumaran, Shantanu Gupta, M. Amarnath, 2016 .

Air Compressor Fault Diagnosis Through Vibration Signals using Statistical Features and J48 Algorithms

V. Sugumaran, S. Aravinth, K. Rajesh Kanna, 2016 .

Fault Detection in aerial images of photovoltaic modules based on Deep learning

V. Sugumaran, S. Naveen Venkatesh, V. Sugumaran, 2021 .

Influence of Unbalance on Classification Accuracy of Tyre Pressure Monitoring System Using Vibration Signals

V. Sugumaran, P. S. Anoop, Pranav Nair, 2021, Structural Durability & Health Monitoring.

Fault diagnosis of antifriction bearings through sound signals using support vector machine

V. Sugumaran, Hemantha Kumar, M. Amarnath, 2012 .

Activities of Daily Life (ADL) Recognition using Wrist-worn Accelerometer

V. Sugumaran, K. Rajesh Kanna, TR Vijayaram, 2016 .

A Comparative Study of Bayes Classifiers for Blade Fault Diagnosis in Wind Turbines through Vibration Signals

V. Sugumaran, A. Joshuva, 2017 .

Decision tree: A very useful tool in analysing flow-induced vibration data

V. Sugumaran, R. Ajith Kumar, B. H. L. Gowda, 2008 .