K. I. Ramachandran

Overview

Best Publications

• Insight into Wavelets: From Theory to Practice

  K P Soman;K. I. Ramachandran

  602
  Citations

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

  V. Sugumaran;V. Muralidharan;K.I. Ramachandran

  601
  Citations

• Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN)

  N. Saravanan;K. I. Ramachandran

  384
  Citations

• 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

  250
  Citations

• Fault diagnosis of spur bevel gear box using artificial neural network (ANN), and proximal support vector machine (PSVM)

  N. Saravanan;V.N.S. Kumar Siddabattuni;K. I. Ramachandran

  232
  Citations

• Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing

  V. Sugumaran;K.I. Ramachandran

  224
  Citations

• A comparative study on classification of features by SVM and PSVM extracted using Morlet wavelet for fault diagnosis of spur bevel gear box

  N. Saravanan;V. N. S. Kumar Siddabattuni;K. I. Ramachandran

  188
  Citations

• Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique

  N. Saravanan;S. Cholairajan;K. I. Ramachandran

  187
  Citations

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

  V. Sugumaran;K. I. Ramachandran

  185
  Citations

• A novel heart sound activity detection framework for automated heart sound analysis

  V. Nivitha Varghees;K.I. Ramachandran

  184
  Citations

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

  V. Sugumaran;G. R. Sabareesh;K. I. Ramachandran

  149
  Citations

• Machine learning approach for automated visual inspection of machine components

  S. Ravikumar;K. I. Ramachandran;V. Sugumaran

  146
  Citations

• Effective Heart Sound Segmentation and Murmur Classification Using Empirical Wavelet Transform and Instantaneous Phase for Electronic Stethoscope

  V. Nivitha Varghees;K. I. Ramachandran

  146
  Citations

• Fault Diagnosis of Automobile Gearbox Based on Machine Learning Techniques

  T. Praveenkumar;M. Saimurugan;P. Krishnakumar;K.I. Ramachandran

  137
  Citations

• Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm

  M. Elangovan;S. Babu Devasenapati;N. R. Sakthivel;K. I. Ramachandran

  127
  Citations

• Fault diagnosis of spur bevel gear box using discrete wavelet features and Decision Tree classification

  N. Saravanan;K. I. Ramachandran

  126
  Citations

• Performance comparison of Infrared and Ultrasonic sensors for obstacles of different materials in vehicle/ robot navigation applications

  S Adarsh;S Mohamed Kaleemuddin;Dinesh Bose;K I Ramachandran

  121
  Citations

• 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

  107
  Citations

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

  V. Sugumaran;K.I. Ramachandran

  96
  Citations

• 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

  93
  Citations