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Dr. K. I. Ramachandran

Professor, Department of Mechanical Engineering, School of Engineering, Coimbatore | Professor, Center for Computational Engineering and Networking (CEN), Coimbatore

Qualification: Ph.D
ki_ram@cb.amrita.edu
Research Interest: Biomechanics, Biomedical Signal & Image Processing, Computational Methods for Solids & Fluids, Fault Diagnosis & Machine Learning, Molecular Simulation, Monitoring & Control, Vibration Analysis

Bio

Dr. K. I. Ramachandran currently serves as Professor at Department of Mechanical Engineering, School of Engineering and Professor at Center for Computational Engineering and Networking (CEN), Coimbatore Campus.

 

Publications

Journal Article

Year : 2019

Scalable fault models for diagnosis in a synchronous generator using feature mapping and transformation techniques

Cite this Research Publication : G. Rajendiran, Kumar, C., and Dr. K. I. Ramachandran, “Scalable fault models for diagnosis in a synchronous generator using feature mapping and transformation techniques”, International Journal of Prognostics and Health Management, vol. 9, p. 11, 2019.

Publisher : International Journal of Prognostics and Health Management,

Year : 2019

Performance enhancement of the machine-fault diagnosis system using feature mapping, normalisation and decision fusion

Cite this Research Publication : K. T. Sreekumar, George, K. K., C. Kumar, S., and Dr. K. I. Ramachandran, “Performance enhancement of the machine-fault diagnosis system using feature mapping, normalisation and decision fusion”, IET Science, Measurement Technology, vol. 13, pp. 1287-1298, 2019.

Publisher : IET Science, Measurement Technology, IET,

Year : 2019

Parkinson’s Tremor Suppression Using Active Vibration Control Method

Cite this Research Publication : A. Lekshmi and Dr. K. I. Ramachandran, “Parkinson's Tremor Suppression Using Active Vibration Control Method”, IOP Conference Series: Materials Science and Engineering, vol. 577, p. 012056, 2019.

Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing

Year : 2019

A multi-sensor information fusion for fault diagnosis of a gearbox utilizing discrete wavelet features

Cite this Research Publication : P. T. Kumar, Dr. Saimurugan M., Haran, R. B. Hari, Siddharth, S., and Dr. K. I. Ramachandran, “A multi-sensor information fusion for fault diagnosis of a gearbox utilizing discrete wavelet features”, Measurement Science and Technology, vol. 30, no. 8, 2019.

Publisher : Measurement Science and Technology

Year : 2019

Extraction of foetal ECG from abdominal ECG by nonlinear transformation and estimations.

Cite this Research Publication : R. Gini John and Dr. K. I. Ramachandran, “Extraction of foetal ECG from abdominal ECG by nonlinear transformation and estimations.”, Comput Methods Programs Biomed, vol. 175, pp. 193-204, 2019.

Publisher : Comput Methods Programs Biomed

Year : 2018

Pattern recognition based on-line vibration monitoring system for fault diagnosis of automobile gearbox

Cite this Research Publication : T. Praveenkumar, Sabhrish, B., Dr. Saimurugan M., and Dr. K. I. Ramachandran, “Pattern recognition based on-line vibration monitoring system for fault diagnosis of automobile gearbox”, Measurement, vol. 114, pp. 233 - 242, 2018.

Publisher : Measurement

Year : 2018

Feature level fusion of vibration and acoustic emission signals in tool condition monitoring using machine learning classifiers

Cite this Research Publication : Krishna Kumar P., K. Ramesh Kumar, and Dr. K. I. Ramachandran, “Feature level fusion of vibration and acoustic emission signals in tool condition monitoring using machine learning classifiers”, International Journal of Prognostics and Health Management, vol. 9, no. 8, pp. 2153-2648, 2018.


Publisher : International Journal of Prognostics and Health Management, Prognostics and Health Management Society

Year : 2018

Design of Sensor Data Fusion Algorithm for Mobile Robot Navigation Using ANFIS and Its Analysis Across the Membership Functions

Cite this Research Publication : S. Adarsh and Dr. K. I. Ramachandran, “Design of Sensor Data Fusion Algorithm for Mobile Robot Navigation Using ANFIS and Its Analysis Across the Membership Functions”, Automatic Control and Computer Sciences, vol. 52, pp. 382-391, 2018.

Publisher : Automatic Control and Computer Sciences

Year : 2018

Wavelet-based fundamental heart sound recognition method using morphological and interval features

Cite this Research Publication : N. V. Varghees, Dr. K. I. Ramachandran, and Soman, K. P., “Wavelet-based fundamental heart sound recognition method using morphological and interval features”, Healthcare Technology Letters, vol. 5, pp. 81-87, 2018.

Publisher : Healthcare Technology Letters, Institution of Engineering and Technology,

Year : 2018

Machine learning based tool condition classification using acoustic emission and vibration data in high speed milling process using wavelet features

Cite this Research Publication : P. Krishnakumar, K. Ramesh Kumar, and Dr. K. I. Ramachandran, “Machine learning based tool condition classification using acoustic emission and vibration data in high speed milling process using wavelet features”, Intelligent Decision Technologies, vol. 12, pp. 1-18, 2018.

Publisher : Intelligent Decision Technologies .

Year : 2018

Analysis of cosine distance features for speaker verification

Cite this Research Publication : K. K. George, Kumar, C. S., Sivadas, S., Dr. K. I. Ramachandran, and Panda, A., “Analysis of cosine distance features for speaker verification”, Pattern Recognition Letters, vol. 112, pp. 285-289, 2018.

Publisher : Pattern Recognition Letters

Year : 2018

Acoustic Emission-Based Tool Condition Classification in a Precision High-Speed Machining of Titanium Alloy: A Machine Learning Approach

Cite this Research Publication : P. Krishnakumar, K. Ramesh Kumar, and RAMACHANDRAN, K. I., “Acoustic Emission-Based Tool Condition Classification in a Precision High-Speed Machining of Titanium Alloy: A Machine Learning Approach”, International Journal of Computational Intelligence and Applications, vol. 17, p. 1850017, 2018.

Publisher : International Journal of Computational Intelligence and Applications, Volume 17, Number 03, p.1850017 (2018).

Year : 2018

Pedestrian Detection using Data Fusion of Leddar Sensor and Visual Camera with the help of Machine Learning

Cite this Research Publication : V. D, Dr. K. I. Ramachandran, and S, A., “Pedestrian Detection using Data Fusion of Leddar Sensor and Visual Camera with the help of Machine Learning”, International Journal of Pure and Applied Mathematics, vol. 118, 20 vol.

Publisher : International Journal of Pure and Applied Mathematics,

Year : 2018

Driver Fatigue detection using Infrared sensor and Adaptive Neuro-Fuzzy Inference System

Cite this Research Publication : H. K, Dr. K. I. Ramachandran, and S, A., “Driver Fatigue detection using Infrared sensor and Adaptive Neuro-Fuzzy Inference System”, International Journal of Pure and Applied Mathematics, vol. 118, 20 vol., pp. 4209-4214, 2018.

Publisher : International Journal of Pure and Applied Mathematics.

Year : 2018

Tool Wear Monitoring of Multipoint Cutting Tool using Sound Signal Features Signals with Machine Learning Techniques

Cite this Research Publication : S. Ravikumar and Dr. K. I. Ramachandran, “Tool Wear Monitoring of Multipoint Cutting Tool using Sound Signal Features Signals with Machine Learning Techniques”, Materials Today: Proceedings, vol. 5, pp. 25720 - 25729, 2018.

Publisher : Materials Today: Proceedings.

Year : 2018

Acoustic emission based tool condition classification in a precision high speed machining of titanium alloy (Ti-6Al-4V): A machine learning approach

Cite this Research Publication : Krishna Kumar P., K. Ramesh Kumar, and Dr. K. I. Ramachandran, “Acoustic emission based tool condition classification in a precision high speed machining of titanium alloy (Ti-6Al-4V): A machine learning approach”, International Journal of Computational Intelligence and Applications, vol. 17, 2018.

Publisher : International Journal of Computational Intelligence and Applications, World Scientific Publishing Co

Year : 2017

Mathematical modelling of raw material preheating by energy recycling method in metal casting process

Cite this Research Publication : J. Selvaraj, Prakash Marimuthu K., Dr. Sriram Devanathan, and Dr. K. I. Ramachandran, “Mathematical modelling of raw material preheating by energy recycling method in metal casting process”, Pollution Research, vol. 36, pp. 217-228, 2017.

Publisher : Pollution Research, EM International

Year : 2017

Fisher vector encoding for improving the performance of fault diagnosis in a synchronous generator

Cite this Research Publication : R. Gopinath, Kumar, C. S., and Dr. K. I. Ramachandran, “Fisher vector encoding for improving the performance of fault diagnosis in a synchronous generator”, Measurement: Journal of the International Measurement Confederation, vol. 111, pp. 264-270, 2017.

Publisher : Measurement: Journal of the International Measurement Confederation

Year : 2017

Effective heart sound segmentation and murmur classification using empirical wavelet transform and instantaneous phase for electronic stethoscope

Cite this Research Publication : N. V. Varghees and Dr. K. I. Ramachandran, “Effective heart sound segmentation and murmur classification using empirical wavelet transform and instantaneous phase for electronic stethoscope”, IEEE Sensors Journal, vol. 17, pp. 3861-3872, 2017.

Publisher : IEEE Sensors Journal, Institute of Electrical and Electronics Engineers Inc.

Year : 2017

Comparison of vibration, sound and motor current signature analysis for detection of gear box faults

Cite this Research Publication : T. Praveenkumar, Saimurugan, M., and Dr. K. I. Ramachandran, “Comparison of vibration, sound and motor current signature analysis for detection of gear box faults”, International Journal of Prognostics and Health Management, vol. 8, 2017.

Publisher : International Journal of Prognostics and Health Management

Year : 2017

Comparision of Sound, Vibration and motor current signature analysis for detection of gearbox faults

Cite this Research Publication : T. Praveenkumar, Dr. Saimurugan M., and Dr. K. I. Ramachandran, “Comparision of Sound, Vibration and motor current signature analysis for detection of gearbox faults”, International Journal of Prognostics and Health Management, vol. 8, no. 2, pp. 1-10, 2017.

Publisher : International Journal of Prognostics and Health Management

Year : 2016

Three dimensional design, simulation and optimization of a novel, universal diabetic foot offloading orthosis

Cite this Research Publication : C. Sukumar and Dr. K. I. Ramachandran, “Three dimensional design, simulation and optimization of a novel, universal diabetic foot offloading orthosis”, IOP Conference Series: Materials Science and Engineering, vol. 149, p. 012140, 2016.

Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing

Year : 2016

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

Cite this Research Publication : A. Sasidharan, Salahuddin, M. Kaleemuddi, Bose, D., and Dr. K. I. Ramachandran, “Performance comparison of Infrared and Ultrasonic sensors for obstacles of different materials in vehicle/ robot navigation applications”, IOP Conference Series: Materials Science and Engineering, vol. 149, p. 012141, 2016.

Publisher : IOP Conference Series: Materials Science and Engineering,

Year : 2016

Fault Diagnosis of Bearings using Vibration Signals and Wavelets

Cite this Research Publication : V. Abhijit, Sugumaran, V., and Dr. K. I. Ramachandran, “Fault Diagnosis of Bearings using Vibration Signals and Wavelets”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Intelligent fault diagnosis of synchronous generators

Cite this Research Publication : R. Gopinath, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, Upendranath, V., and Kiran, P. V. R. Sai, “Intelligent fault diagnosis of synchronous generators”, Expert Systems with Applications, vol. 45, pp. 142 - 149, 2016.

Publisher : Expert Systems with Applications

Year : 2016

Scalable Fault Models for Diagnosis of Synchronous Generators

Cite this Research Publication : R. Gopinath, Dr. Santhosh Kumar C., and Dr. K. I. Ramachandran, “Scalable Fault Models for Diagnosis of Synchronous Generators”, International Journal of Intelligent Systems Technologies and Applications, 2016.

Publisher : International Journal of Intelligent Systems Technologies and Applications, Inderscience.

Year : 2016

An image processing based pedestrian detection system for driver assistance

Cite this Research Publication : A. K. Sandeep, Nithin S, and Dr. K. I. Ramachandran, “An image processing based pedestrian detection system for driver assistance”, International Journal of Control Theory and Applications, vol. 9, pp. 7369-7375, 2016.

Publisher : International Journal of Control Theory and Applications Serials Publications.

Year : 2016

Finite Element Modelling and Residual Stress Prediction in End Milling of Ti6Al4Valloy

Cite this Research Publication : Krishna Kumar P., Sripathi, J., Vijay, P., and Dr. K. I. Ramachandran, “Finite Element Modelling and Residual Stress Prediction in End Milling of Ti6Al4Valloy”, IOP Conference Series: Materials Science and Engineering, vol. 149, p. 012154, 2016.

Publisher : IOP Conference Series: Materials Science and Engineering.

Year : 2015

Tool Wear Condition Prediction Using Vibration Signals in High Speed Machining (HSM) of Titanium (Ti-6Al-4V) Alloy

Cite this Research Publication : Krishna Kumar P., Rameshkumar, K., and Dr. K. I. Ramachandran, “Tool Wear Condition Prediction Using Vibration Signals in High Speed Machining (HSM) of Titanium (Ti-6Al-4V) Alloy”, Procedia Computer Science, vol. 50, pp. 270 - 275, 2015.

Publisher : Procedia Computer Science

Year : 2015

Multistage decision-based heart sound delineation method for automated analysis of heart sounds and murmurs.

Cite this Research Publication : N. V Varghees and Dr. K. I. Ramachandran, “Multistage decision-based heart sound delineation method for automated analysis of heart sounds and murmurs.”, Healthc Technol Lett, vol. 2, no. 6, pp. 156-63, 2015

Publisher : Healthc Technol Lett

Year : 2015

Feature Mapping Techniques for Improving the Performance of Fault Diagnosis of Synchronous Generator

Cite this Research Publication : R. Gopinath, Dr. Santhosh Kumar C., Vishnuprasad, K., and Dr. K. I. Ramachandran, “Feature Mapping Techniques for Improving the Performance of Fault Diagnosis of Synchronous Generator”, International Journal of Prognostics and Health Management, vol. 6, 2015.

Publisher : International Journal of Prognostics and Health Management

Year : 2015

Cosine distance features for improved speaker verification

Cite this Research Publication : K. Ka George, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and Panda, Ab, “Cosine distance features for improved speaker verification”, Electronics Letters, vol. 51, pp. 939-941, 2015.

Publisher : Electronics Letters, Institution of Engineering and Technology,

Year : 2015

Vital sign normalisation for improving performance of multi-parameter patient monitors

Cite this Research Publication : Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and A.A., K., “Vital sign normalisation for improving performance of multi-parameter patient monitors”, Electronics Letters, vol. 51, pp. 2089-2090, 2015.

Publisher : Electronics Letters, Institution of Engineering and Technology,

Year : 2015

Amrita SRE Database: A Database for Evaluating Speaker Recognition Systems with Mimicked Speech

Cite this Research Publication : K. K. George, Dr. Santhosh Kumar C., Sreekumar, K. T., K Das, A., Thottupattu, A. J., Kumar, M. S., and Dr. K. I. Ramachandran, “Amrita SRE Database: A Database for Evaluating Speaker Recognition Systems with Mimicked Speech”, 2015.

Publisher : (2015)

Year : 2014

A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis

Cite this Research Publication : Dr. Saimurugan M. and Dr. K. I. Ramachandran, “A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis”, International Journal of Data Analysis Techniques and Strategies, vol. 6, pp. 188–204, 2014.


Publisher : International Journal of Data Analysis Techniques and Strategies

Year : 2014

Fault Diagnosis of Automobile Gearbox Based on Machine Learning Techniques

Cite this Research Publication : T. Praveenkumar, Dr. Saimurugan M., Krishna Kumar P., and Dr. K. I. Ramachandran, “Fault Diagnosis of Automobile Gearbox Based on Machine Learning Techniques”, Procedia Engineering, vol. 97, pp. 2092–2098, 2014.

Publisher : Procedia Engineering

Year : 2014

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

Cite this Research Publication : V. N. Varghees and Dr. K. I. Ramachandran, “A novel heart sound activity detection framework for automated heart sound analysis”, Biomedical Signal Processing and Control, vol. 13, pp. 174-188, 2014.

Publisher : Biomedical Signal Processing and Control

Year : 2014

Towards enhancing the performance of multi-parameter patient monitors

Cite this Research Publication : V. Vaijeyanthi, Vishnuprasad, K., Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, Gopinath, R., A Kumar, A., and Yadav, P. Kumar, “Towards enhancing the performance of multi-parameter patient monitors”, Healthcare technology letters, vol. 1, p. 19, 2014.

Publisher : Healthcare technology letters, IET: Institution of Engineering and Technology,

Year : 2013

Application-Specific fine tuning of multi-Parameter patient monitors

Cite this Research Publication : V. Vaijeyanthi, Kumar, C. S., Dr. K. I. Ramachandran, Joy, J. K., and Kumar, A. A., “Application-specific fine tuning of multi-parameter patient monitors”, Electronics Letters, vol. 49, pp. 1432-1433, 2013.

Publisher : Electronics Letters

Year : 2013

Finite element simulation of effect of residual stresses during orthogonal machining using ALE approach

Cite this Research Publication : Prakash Marimuthu K., Krishna Kumar P., K. Ramesh Kumar, and Dr. K. I. Ramachandran, “Finite element simulation of effect of residual stresses during orthogonal machining using ALE approach”, International Journal of Machining and Machinability of Materials, vol. 14, pp. 213–229, 2013.

Publisher : International Journal of Machining and Machinability of Materials, Inderscience

Year : 2013

Novel approach for energy conservation by raw material preheating in green sand casting

Cite this Research Publication : J. Selvaraj, Dr. K. I. Ramachandran, and Keshore, D., “Novel approach for energy conservation by raw material preheating in green sand casting”, International Journal of ChemTech Research, vol. 5, pp. 871-879, 2013.

Publisher : International Journal of ChemTech Research

Year : 2012

Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines

Cite this Research Publication : B. Devasenapati and Dr. K. I. Ramachandran, “Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines”, International Journal of Green Computing, vol. 3, pp. 43-55, 2012.

Publisher : International Journal of Green Computing,

Year : 2012

Energy conservation in aluminium foundries by waste heat recovery from solidifying molten metal

Cite this Research Publication : J. Selvaraj and Dr. K. I. Ramachandran, “Energy conservation in aluminium foundries by waste heat recovery from solidifying molten metal”, International Journal of Energy Technology and Policy, vol. 8, pp. 32-49, 2012.

Publisher : International Journal of Energy Technology and Policy

Year : 2011

Neural Predictive Controller Based Diesel Injection Management System for Emission Minimisation

Cite this Research Publication : C. Arunaa, Devasenapati, B., Dr. K. I. Ramachandran, Vishnuprasad, K., and Surendra, C., “Neural Predictive Controller Based Diesel Injection Management System for Emission Minimisation”, IJGC, vol. 2, pp. 63-82, 2011.

Publisher : IJGC

Year : 2011

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

Cite this Research Publication : Dr. Elangovan M., Sugumaran, V., Dr. K. I. Ramachandran, and Ravikumar, S., “Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool”, Expert Systems with Applications, vol. 38, no. 12, pp. 15202–15207, 2011.

Publisher : Elsevier

Year : 2011

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

Cite this Research Publication : Va Sugumaran and Dr. K. I. Ramachandran, “Effect of number of features on classification of roller bearing faults using SVM and PSVM”, Expert Systems with Applications, vol. 38, pp. 4088-4096, 2011.

Publisher : Expert Systems with Applications

Year : 2011

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

Cite this Research Publication : Dr. Elangovan M., S Devasenapati, B., Dr. Sakthivel N.R., and Dr. K. I. Ramachandran, “Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm”, Expert Systems with Applications, vol. 38, no. 4, pp. 4450–4459, 2011.

Publisher : Expert Systems with Applications

Year : 2011

Hybrid fuzzy model based expert system for misfire detection in automobile engines

Cite this Research Publication : B. S. Devasenapati and Ramachandran, K. I., “Hybrid fuzzy model based expert system for misfire detection in automobile engines”, International Journal of Artificial Intelligence, vol. 7, pp. 47-62, 2011.

Publisher : International Journal of Artificial Intelligence

Year : 2011

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

Cite this Research Publication : Va Sugumaran and Dr. K. I. Ramachandran, “Fault diagnosis of roller bearing using fuzzy classifier and histogram features with focus on automatic rule learning”, Expert Systems with Applications, vol. 38, pp. 4901-4907, 2011.

Publisher : Expert Systems with Applications

Year : 2011

Machine learning approach for automated visual inspection of machine components

Cite this Research Publication : Sa Ravikumar, Dr. K. I. Ramachandran, and Sugumaran, Vb, “Machine learning approach for automated visual inspection of machine components”, Expert Systems with Applications, vol. 38, pp. 3260-3266, 2011.

Publisher : Expert Systems with Applications

Year : 2011

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

Cite this Research Publication : Dr. Saimurugan M., Dr. K. I. Ramachandran, Sugumaran, V., and Dr. Sakthivel N.R., “Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine”, Expert Systems with Applications, vol. 38, pp. 3819-3826, 2011.

Publisher : Expert Systems with Applications

Year : 2011

COMPUTATIONAL MODELING AND SIMULATION OF NANOMOLECULAR SWITCH FOR ALZHEIMERS DISEASE (A GENE SILENCING TECHNIQUE)

Cite this Research Publication : K. U. RADHAGAYATHRI, NAMBOORI, P. K. K. R. I. S. H. N. A., MOHANDAS, V. P., SUBEESH, T., Gopakumar, D., and RAMACHANDRAN, K. I., “COMPUTATIONAL MODELING AND SIMULATION OF NANOMOLECULAR SWITCH FOR ALZHEIMERS DISEASE (A GENE SILENCING TECHNIQUE)”, International Journal of Nanoscience, vol. 10, pp. 319-322, 2011.

Publisher : International Journal of Nanoscience

Year : 2010

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

Cite this Research Publication : N. Saravanan and Dr. K. I. Ramachandran, “Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN)”, Expert Systems with Applications, vol. 37, pp. 4168 - 4181, 2010.

Publisher : Expert Systems with Applications,

Year : 2010

Misfire Detection in Spark Ignition Engine using Support Vector Machines

Cite this Research Publication : D. S. Babu, Dr. K. I. Ramachandran, and Sugumaran, V., “Misfire Detection in Spark Ignition Engine using Support Vector Machines”, International Journal of Computer Applications, vol. 5, 2010.

Publisher : International Journal of Computer Applications

Year : 2010

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

Cite this Research Publication : Dr. Elangovan M., Dr. K. I. Ramachandran, and Sugumaran, V., “Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features”, Expert Systems with Applications, vol. 37, no. 3, pp. 2059–2065, 2010.

Publisher : Elsevier

Year : 2010

Misfire Identification in A Four-Stroke Four-Cylinder Petrol Engine Using Decision Tree

Cite this Research Publication : B. S Devasenapati, Sugumaran, V., and Dr. K. I. Ramachandran, “Misfire Identification in A Four-Stroke Four-Cylinder Petrol Engine Using Decision Tree”, Expert Systems with Applications, vol. 37, pp. 2150–2160, 2010.

Publisher : Elsevier

Year : 2010

Generalized Dimensional Analysis – A Simplification

Cite this Research Publication : P. N Narayana and Ramachandran, K. I., “Generalized Dimensional Analysis - A Simplification”, International Journal of Applied Engineering Research, vol. 5, pp. 2763–2774, 2010.

Publisher : International Journal of Applied Engineering Research

Year : 2010

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

Cite this Research Publication : N. Saravanan, Siddabattuni, V. N. S., and Dr. K. I. Ramachandran, “Fault diagnosis of spur bevel gear box using artificial neural network (ANN), and proximal support vector machine (PSVM)”, Applied Soft Computing, vol. 10, pp. 344–360, 2010.

Publisher : Elsevier

Year : 2009

Wavelet Selection Using Decision Tree for Fault Diagnosis of Roller Bearings

Cite this Research Publication : V. Sugumaran and Dr. K. I. Ramachandran, “Wavelet Selection Using Decision Tree for Fault Diagnosis of Roller Bearings”, International Journal of Applied Engineering Research, vol. 4, pp. 201-225, 2009.

Publisher : International Journal of Applied Engineering Research

Year : 2009

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

Cite this Research Publication : N. Saravanan, Cholairajan, S., and Dr. K. I. Ramachandran, “Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique”, Expert Systems with Applications, vol. 36, no. 2, pp. 3119–3135, 2009.

Publisher : Elsevier

Year : 2009

Static and Dynamic Analysis of Asymmetric Bevel Gears using Finite Element Method.

Cite this Research Publication : N. Saravanan, Siddabattuni, V. N. S., and Dr. K. I. Ramachandran, “Static and Dynamic Analysis of Asymmetric Bevel Gears using Finite Element Method.”, International Journal of Applied Engineering Research, vol. 4, pp. 645-664, 2009.

Publisher : International Journal of Applied Engineering Research

Year : 2009

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

Cite this Research Publication : N. Saravanan and Dr. K. I. Ramachandran, “Fault diagnosis of spur bevel gear box using discrete wavelet features and Decision Tree classification”, Expert Systems with Applications, vol. 36, pp. 9564–9573, 2009.

Publisher : Elsevier

Year : 2009

A case study on classification of features by fast single-shot multiclass PSVM using Morlet wavelet for fault diagnosis of spur bevel gear box

Cite this Research Publication : N. Saravanan and Dr. K. I. Ramachandran, “A case study on classification of features by fast single-shot multiclass PSVM using Morlet wavelet for fault diagnosis of spur bevel gear box”, Expert Systems with Applications, vol. 36, pp. 10854–10862, 2009.

Publisher : Elsevier

Year : 2008

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

Cite this Research Publication : V. Sugumaran, Sabareesh, G. R., and Dr. K. I. Ramachandran, “Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine”, Expert Systems with Applications, vol. 34, pp. 3090–3098, 2008.

Publisher : Expert Systems with Applications

Year : 2008

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

Cite this Research Publication : N. Saravanan, Siddabattuni, V. N. S. Kumar, and Dr. K. I. Ramachandran, “A comparative study on classification of features by SVM and PSVM extracted using Morlet wavelet for fault diagnosis of spur bevel gear box”, Expert systems with applications, vol. 35, pp. 1351–1366, 2008.

Publisher : Expert systems with applications

Year : 2007

Feature selection using decision tree and classification through proximal support vector machine for fault diagnostics of roller bearing

Cite this Research Publication : V. Sugumaran, Muralidharan, V., and Dr. K. I. Ramachandran, “Feature selection using decision tree and classification through proximal support vector machine for fault diagnostics of roller bearing”, Mechanical Systems and Signal Processing, vol. 21, pp. 930–942, 2007.

Publisher : Mechanical Systems and Signal Processing

Year : 2007

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

Cite this Research Publication : V. Sugumaran and Dr. K. I. Ramachandran, “Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing”, Mechanical Systems and Signal Processing, vol. 21, pp. 2237–2247, 2007.

Publisher : Mechanical Systems and Signal Processing

Conference Paper

Year : 2021

Performance Enhancement of Raga Classification Systems using Recursive Feature Elimination

Cite this Research Publication : Pushparajan M., Sreekumar, K. T., Dr. K. I. Ramachandran, and C. Kumar, S., “Performance Enhancement of Raga Classification Systems using Recursive Feature Elimination”, in International Conference on Sustainable Computing – SUSCOM-2021 (Accepted), 2021.


Publisher : International Conference on Sustainable Computing – SUSCOM-2021

Year : 2020

Design and Optimization of CNN for Lane Detection

Cite this Research Publication : A. H, Sivraj, P., and Dr. K. I. Ramachandran, “Design and Optimization of CNN for Lane Detection”, in 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020.

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2018

A Better Digital Filtering Technique for Estimation of SPO2 and Heart Rate from PPG Signals

Cite this Research Publication : S. Anagha, Suyampulingam, A., and Dr. K. I. Ramachandran, “A Better Digital Filtering Technique for Estimation of SPO2 and Heart Rate from PPG Signals”, in 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), 2018.

Publisher : 2018 International Conference on Inventive Research in Computing Applications (ICIRCA) .

Year : 2018

Myoelectric Control System Based on Wavelet Features

Cite this Research Publication : S. M. Sunil and Dr. K. I. Ramachandran, “Myoelectric Control System Based on Wavelet Features”, in Proceedings of the 4th International Conference on Biosignals, Images and Instrumentation, ICBSII 2018, 2018.

Publisher : Proceedings of the 4th International Conference on Biosignals, Images and Instrumentation, ICBSII 2018

Year : 2018

Finite element modelling of functionally graded elastomers for the application of diabetic footwear

Cite this Research Publication : C. C. Mahesh and Dr. K. I. Ramachandran, “Finite element modelling of functionally graded elastomers for the application of diabetic footwear”, in Materials Today: Proceedings, 2018, vol. 5, pp. 16367-16377.

Publisher : Materials Today: Proceedings

Year : 2018

Machinery Bearing Fault Diagnosis Using Variational Mode Decomposition and Support Vector Machine as a Classifier

Cite this Research Publication : Rama K. Krishna and Dr. K. I. Ramachandran, “Machinery Bearing Fault Diagnosis Using Variational Mode Decomposition and Support Vector Machine as a Classifier”, in IOP Conference Series: Materials Science and Engineering, 2018, vol. 310.

Publisher : IOP Conference Series: Materials Science and Engineering

Year : 2018

Real time detection of speed hump/bump and distance estimation with deep learning using GPU and ZED stereo camera

Cite this Research Publication : V. S. K. P. Varma, Adarsh, S., Dr. K. I. Ramachandran, and Nair, B. B., “Real time detection of speed hump/bump and distance estimation with deep learning using GPU and ZED stereo camera”, in Procedia Computer Science, 2018, vol. 143, pp. 988-997.

Publisher : Procedia Computer Science

Year : 2018

Performance Evaluation of Ultrasonic and Infrared Waves on Human Body and Metal Surfaces for Mobile Robot Navigation

Cite this Research Publication : J. Sankar, Adarsh, S., and Dr. K. I. Ramachandran, “Performance Evaluation of Ultrasonic and Infrared Waves on Human Body and Metal Surfaces for Mobile Robot Navigation”, in Materials Today: Proceedings, 2018, vol. 5, pp. 16516-16525.

Publisher : Materials Today: Proceedings

Year : 2018

Simulation model for anemia detection using RBC counting algorithms and Watershed transform

Cite this Research Publication : V. Aparna, Sarath, T. V., and Dr. K. I. Ramachandran, “Simulation model for anemia detection using RBC counting algorithms and Watershed transform”, in 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies, ICICICT 2017, 2018, vol. 2018-January, pp. 284-291.

Publisher : 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies, ICICICT 2017

Year : 2018

Design and optimization of automotive energy absorber structure with functionally graded material

Cite this Research Publication : R. Nair, Dr. K. I. Ramachandran, S., N. S. R. Basav, and S.R., N., “Design and optimization of automotive energy absorber structure with functionally graded material”, in Materials Today: Proceedings, 2018, vol. 5, pp. 25640-25648.

Publisher : Materials Today: Proceedings

Year : 2017

Fuzzy logic based fault detection of controller area network using microautobox — II

Cite this Research Publication : A. Tamrakar, Adasrh, S., and Ramachandran, K. I., “Fuzzy logic based fault detection of controller area network using microautobox — II”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI

Year : 2017

Two-channel heart sound segmentation framework using phonocardiogram and pulsatile signals

Cite this Research Publication : V. N. Varghees and Dr. K. I. Ramachandran, “Two-channel heart sound segmentation framework using phonocardiogram and pulsatile signals”, in 2016 IEEE Students' Technology Symposium, TechSym 2016, 2017, pp. 305-310.

Publisher : 2016 IEEE Students' Technology Symposium, TechSym 2016, Institute of Electrical and Electronics Engineers Inc

Year : 2017

Performance Analysis of Half Car Suspension Model with 4 DOF using PID, LQR, FUZZY and ANFIS Controllers

Cite this Research Publication : P. Gandhi, Adarsh, S., and Dr. K. I. Ramachandran, “Performance Analysis of Half Car Suspension Model with 4 DOF using PID, LQR, FUZZY and ANFIS Controllers”, in Procedia Computer Science, 2017, vol. 115, pp. 2-13.

Publisher : Procedia Computer Science

Year : 2017

Fuzzy logic based fault detection of controller area network using microautobox – II

Cite this Research Publication : A. Tamrakar, Adasrh, S., and Dr. K. I. Ramachandran, “Fuzzy logic based fault detection of controller area network using microautobox - II”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017, vol. 2017-January, pp. 1290-1295.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2017

EMG controlled low cost prosthetic arm

Cite this Research Publication : K. Sharmila, Sarath, T. V., and Dr. K. I. Ramachandran, “EMG controlled low cost prosthetic arm”, in 2016 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2016 - Proceedings, 2017, pp. 169-172.

Publisher : 2016 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2016 - Proceedings

Year : 2017

CANFIS based robotic navigation

Cite this Research Publication : K. V. Geedhu, Dr. K. I. Ramachandran, and Adarsh, S., “CANFIS based robotic navigation”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017, vol. 2017-January, pp. 1660-1664.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2017

Bearing fault identification and classification with convolutional neural network

Cite this Research Publication : M. Bhadane and Dr. K. I. Ramachandran, “Bearing fault identification and classification with convolutional neural network”, in Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2017, 2017.

Publisher : Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies,

Year : 2017

Approach to extract twin fECG for different cardiac conditions during prenatal

Cite this Research Publication : R. J. Gini, Dr. K. I. Ramachandran, and Ceerthibala, U. K., “Approach to extract twin fECG for different cardiac conditions during prenatal”, in IFMBE Proceedings, 2017, vol. 61, pp. 104-108.

Publisher : IFMBE Proceedings, Springer Verlag,

Year : 2016

A noncontact vital sign monitoring algorithm using a camera

Cite this Research Publication : R. Anusree, Ranjith, R., and Dr. K. I. Ramachandran, “A noncontact vital sign monitoring algorithm using a camera”, in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, India, 2016.

Publisher : 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI),

Year : 2016

Improving speed independent performance of fault diagnosis systems through feature mapping and normalization

Cite this Research Publication : A.S. Raghunath, Sreekumar, K. T., Kumar, C. S., and Dr. K. I. Ramachandran, “Improving speed independent performance of fault diagnosis systems through feature mapping and normalization”, in Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016, 2016, pp. 764-767.

Publisher : Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016, Institute of Electrical and Electronics Engineers Inc., p.764-767.

Year : 2016

Improving Robustness of Speaker Verification Against Mimicked Speech

Cite this Research Publication : K. K. George, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and Panda, A., “Improving Robustness of Speaker Verification Against Mimicked Speech”, in Odyssey 2016, 2016.

Publisher : Odyssey 2016, ISCA.

Year : 2015

Fine Tuning Machine Fault Diagnosis System Towards Mission Critical Applications

Cite this Research Publication : Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, Gopinath, R., and Vaijeyanthi, V., “Fine Tuning Machine Fault Diagnosis System Towards Mission Critical Applications”, in International Symposium on Intelligent Systems Technologies and Applications (ISTA-2015), Kochi; 2015, 2015, pp. 217–226.

Publisher : International Symposium on Intelligent Systems Technologies and Applications (ISTA-2015),

Year : 2015

Cosine Distance Features for Robust Speaker Verification

Cite this Research Publication : K. K. George, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and Panda, A., “Cosine Distance Features for Robust Speaker Verification”, in Interspeech 2015, Dresden, Germany, 2015.

Publisher : Interspeech 2015, Dresden, Germany

Year : 2015

Weighted cosine distance features for speaker verification

Cite this Research Publication : Dr. Santhosh Kumar C., George, K. K., Dr. K. I. Ramachandran, and Panda, A., “Weighted cosine distance features for speaker verification”, in 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015, 2015.

Publisher : 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015

Year : 2015

Retinal vasculature segmentation in smartphone ophthalmoscope images

Cite this Research Publication : SaSaranya Devi, Dr. K. I. Ramachandran, and Sharma, Ab, “Retinal vasculature segmentation in smartphone ophthalmoscope images”, in IFMBE Proceedings, 2015, vol. 52, pp. 64-67.

Publisher : IFMBE Proceedings

Year : 2015

A simplified approach to identify the fetal ECG from abdECG and to measure the fHR

Cite this Research Publication : R. H. Nair, J. Gini, R., and Dr. K. I. Ramachandran, “A simplified approach to identify the fetal ECG from abdECG and to measure the fHR”, in IFMBE Proceedings, 2015, vol. 52, pp. 23-26.

Publisher : Springer Verlag

Year : 2015

Heart murmur detection and classification using wavelet transform and Hilbert phase envelope

Cite this Research Publication : N. V. Varghees and Dr. K. I. Ramachandran, “Heart murmur detection and classification using wavelet transform and Hilbert phase envelope”, in 2015 21st National Conference on Communications, NCC 2015, Indian Institute of Technology BombayMumbai; India, 2015.

Publisher : 2015 21st National Conference on Communications, NCC 2015

Year : 2014

Automated PCG signal delineation method for heart sound analysis

Cite this Research Publication : V. N. Varghees and Dr. K. I. Ramachandran, “Automated PCG signal delineation method for heart sound analysis”, in Twentieth National Conference on Communications (NCC), 2014 , 2014.

Publisher : Twentieth National Conference on Communications (NCC), 2014

Year : 2014

Vibration Based Fault Diagnosis of Automobile Gearbox Using Soft Computing Techniques

Cite this Research Publication : P. T Kumar, Jasti, A., Dr. Saimurugan M., and Dr. K. I. Ramachandran, “Vibration Based Fault Diagnosis of Automobile Gearbox Using Soft Computing Techniques”, in Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing, New York, NY, USA, 2014.


Publisher : Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing

Year : 2014

Towards improving the performance of text/language independent speaker recognition systems

Cite this Research Publication : K. K. George, Arunraj, K., Sreekumar, K. T., Dr. Santhosh Kumar C., and Dr. K. I. Ramachandran, “Towards improving the performance of text/language independent speaker recognition systems”, in 2014 International Conference on Power Signals Control and Computations (EPSCICON), 2014.

Publisher : 2014 International Conference on Power Signals Control and Computations (EPSCICON)

Year : 2014

Greening the foundry sector by an innovative method of energy conservation and emission reduction

Cite this Research Publication : J. Selvaraj, Dr. K. I. Ramachandran, Venkatesh, D., Devanathan, S., B., S., J., G. Murali, and P., L. Kumar, “Greening the foundry sector by an innovative method of energy conservation and emission reduction”, in 2014 IEEE 8th International Conference on Intelligent Systems and Control: Green Challenges and Smart Solutions, ISCO 2014 - Proceedings, 2014, pp. 60-63.

Publisher : 2014 IEEE 8th International Conference on Intelligent Systems and Control: Green Challenges and Smart Solutions, ISCO 2014 - Proceedings

Year : 2012

Random forest based misfire detection using kononenko discretiser

Cite this Research Publication : B. S. Devasenapati and Dr. K. I. Ramachandran, “Random forest based misfire detection using kononenko discretiser”, in SOCO 2012, 2012.

Publisher : SOCO

Year : 2009

Quantum mechanical modeling and simulation of bio-degradable polymers

Cite this Research Publication : J. Sangeetha, Clara, J., ,, Krishnan, N. P. K., Gopakumar, D., and Ramachandran, K. I., “Quantum mechanical modeling and simulation of bio-degradable polymers”, in Proceedings of Elastoplaz-2009, MIT, Chennai, 2009.

Publisher : Proceedings of Elastoplaz-2009

Year : 2009

Quantum Mechanical Modeling and Molecular Dynamic Simulation of Ruthenium (Ru) Polypyridyl Complexes to Study Feasibility of Artificial Photosynthesis

Cite this Research Publication : P. Premkumar, Krishnan, N. P. K., Sathishkumar, M., Ramachandran, K. I., Gopakumar, D., and Rajasree, P. M., “Quantum Mechanical Modeling and Molecular Dynamic Simulation of Ruthenium (Ru) Polypyridyl Complexes to Study Feasibility of Artificial Photosynthesis”, in Advances in Recent Technologies in Communication and Computing, 2009. ARTCom'09. International Conference on, 2009.

Publisher : IEEE

Year : 2006

Fault Diagnostics of Roller Bearing using Single-shot Multi-class Support Vector Machine

Cite this Research Publication : V. Sugumaran, Sachin, K., and Dr. K. I. Ramachandran, “Fault Diagnostics of Roller Bearing using Single-shot Multi-class Support Vector Machine”, in International Conference on Information Technology (ICIT 2006), Indian Institute of Science, Bangalore, 2006.

Publisher : International Conference on Information Technology (ICIT 2006)

Year : 2006

Fault diagnosis of a taper roller bearing through histogram features and proximal support vector machines

Cite this Research Publication : G. R. Sabareesh, Sugumaran, V., and Dr. K. I. Ramachandran, “Fault diagnosis of a taper roller bearing through histogram features and proximal support vector machines”, in IEEE international conference on signal and image processing, December, B V Bhoomaraddi college of Engineering and Technology, Hubli, 2006.

Publisher : IEEE international conference on signal and image processing, December

Year : 2003

PARADIP: Anatomy of a Massively Parallel Primal Dual Interior Point Method based LP Solver

Cite this Research Publication : 130. Peter, A. Krishnan, S. Diwakar, Ajay V, Nithya C.R., Ramachnadran K.I., Soman K.P., PARADIP: Anatomy of a Massively Parallel Primal Dual Interior Point Method based LP Solver at 6th International Conference of the Association of Asia-Pacific Operational Research Societies on Operations Research: Emerging Paradigms for Information Technology, held at Delhi, India on Dec 8-11, 2003.

Publisher : 6th International Conference of the Association of Asia-Pacific Operational Research Societies on Operations Research: Emerging Paradigms for Information Technology, held at Delhi, India on Dec 8-11, 2003.

Conference Proceedings

Year : 2018

Modeling of a System for fECG Extraction from abdECG

Cite this Research Publication : R. J. Gini, Chakravarthy, P. Deepan, Dr. K. I. Ramachandran, and Anand, P., “Modeling of a System for fECG Extraction from abdECG”, Advances in Intelligent and Soft Computing, ISDA, vol. 736. Springer International Publishing, pp. 568-579, 2018.

Publisher : Advances in Intelligent and Soft Computing, ISDA, Springer International Publishing.

Year : 2018

Removal of BW and Respiration Noise in abdECG for fECG Extraction

Cite this Research Publication : J. Joseph, J. Gini, R., and Dr. K. I. Ramachandran, “Removal of BW and Respiration Noise in abdECG for fECG Extraction”, Advances in Signal Processing and Intelligent Recognition Systems, vol. 678. Springer International Publishing, Cham, pp. 3-14, 2018.

Publisher : Advances in Signal Processing and Intelligent Recognition Systems, Springer International Publishing.

Year : 2018

Predictive Maintenance Architecture

Cite this Research Publication : Dr. Anju Pillai S., Motaghare, O., and Dr. K. I. Ramachandran, “Predictive Maintenance Architecture”, IEEE International Conference on Computational Intelligence and Computing Research (IEEE ICCIC). 2018.

Publisher : IEEE International Conference on Computational Intelligence and Computing Research (IEEE ICCIC)

Year : 2017

A Hybrid Classifier for the Detection of Microaneurysms in Diabetic Retinal Images

Cite this Research Publication : A. R., T., V., and Dr. K. I. Ramachandran, “A Hybrid Classifier for the Detection of Microaneurysms in Diabetic Retinal Images”, in The 16th International Conference on Biomedical Engineering, Springer, 2017, pp. 97-103.

Publisher : The 16th International Conference on Biomedical Engineering,,

Year : 2015, 2016

Locality constrained linear coding for fault diagnosis of rotating machines using vibration analysis

Cite this Research Publication : K. T. Sreekumar, Gopinath, R., Pushparajan M., A.S. Raghunath, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and Dr. Saimurugan M., “Locality Constrained Linear Coding for Fault Diagnosis of Rotating Machines using Vibration Analysis”, 12th IEEE India International Conference on Electronics, Energy, Environment, Communication, Computer Science, Control (INDICON, 2015). Institute of Electrical and Electronics Engineers Inc., JamiaMilliaIslamia, NewDelhi, pp. 1-6, 2015.

Publisher : 12th IEEE India International Conference on Electronics, Energy, Environment, Communication, Computer Science, Control (INDICON, 2015)

Year : 2016

Portable Fetal ECG Extractor from abdECG

Cite this Research Publication : R. J. Gini, Dr. K. I. Ramachandran, Nair, R. H., and Anand, P., “Portable Fetal ECG Extractor from abdECG”, 2016 International Conference on Communication and Signal Processing (ICCSP). pp. 0698 – 0701, 2016.

Publisher : 2016 International Conference on Communication and Signal Processing (ICCSP)

Year : 2015, 2016

Locality constrained linear coding for fault diagnosis of rotating machines using vibration analysis

Cite this Research Publication : K. T. Sreekumar, Gopinath, R., Pushparajan M., A.S. Raghunath, Dr. Santhosh Kumar C., Dr. K. I. Ramachandran, and Dr. Saimurugan M., “Locality Constrained Linear Coding for Fault Diagnosis of Rotating Machines using Vibration Analysis”, 12th IEEE India International Conference on Electronics, Energy, Environment, Communication, Computer Science, Control (INDICON, 2015). Institute of Electrical and Electronics Engineers Inc., JamiaMilliaIslamia, NewDelhi, pp. 1-6, 2015.

Publisher : 12th IEEE India International Conference on Electronics, Energy, Environment, Communication, Computer Science, Control (INDICON, 2015)

Year : 2015

Minimizing the false alarm probability of speaker verification systems for mimicked speech

Cite this Research Publication : K. Ka George, Dr. Santhosh Kumar C., Panda, Ab, Raji Ramachandran, Das, K. Aa, S. Veni, and Dr. K. I. Ramachandran, “Minimizing the false alarm probability of speaker verification systems for mimicked speech”, 2015 International Conference on Computing and Network Communications, CoCoNet 2015. Institute of Electrical and Electronics Engineers Inc., pp. 703-709, 2015.

Publisher : Institute of Electrical and Electronics Engineers Inc.

Year : 2013

Fault injection capable synchronous generator for condition based maintenance

Cite this Research Publication : R. Gopinath, Nambiar, T. N. P., Abhishek S., Pramodh, S. M., Pushparajan M., Dr. K. I. Ramachandran, Dr. Santhosh Kumar C., and Thirugnanam, R., “Fault Injection Capable Synchronous Generator for Condition based Maintenance”, 7th International Conference on Intelligent Systems and Control, ISCO 2013. Coimbatore, Tamilnadu, pp. 60-64, 2013.

Publisher : 7th International Conference on Intelligent Systems and Control, ISCO 2013

Year : 2011

Prediction of Roughness Based on Tool Condition and Cutting Parameters using Regression Analysis

Cite this Research Publication : Dr. Elangovan M. and Ramachandran, K. I., “Prediction of Roughness Based on Tool Condition and Cutting Parameters using Regression Analysis”, International Conference on Recent Advances in Mechanical Engineering. Dr. M.G.R University, Chennai., 2011.

Publisher : Dr. M.G.R University

Year : 2011

Tool Wear Classification using Statistical Features and Fuzzy classifier in Turning

Cite this Research Publication : Dr. Elangovan M., Sugumaran, V., and Ramachandran, K. I., “Tool Wear Classification using Statistical Features and Fuzzy classifier in Turning”, Second International Conference on Simulation Modelling and Analysis”, (COSMA2011). Amrita Vishwa Vidyapeetham, Coimbatore., 2011.

Publisher : COSMA2011, Amrita Vishwa Vidyapeetham

Year : 2011

Condition monitoring of Single point cutting tool using Discrete Wavelet Transform and classification using Bayes functions

Cite this Research Publication : Dr. Elangovan M., Sugumaran, V., and Ramachandran, K. I., “Condition monitoring of Single point cutting tool using Discrete Wavelet Transform and classification using Bayes functions”, Second International Conference on Simulation Modelling and Analysis (COSMA2011) . Amrita Vishwa Vidyapeetham, Coimbatore, 2011.

Publisher : COSMA2011, Amrita Vishwa Vidyapeetham

Year : 2011

Effects of Cutting Tool Coating on Surface Roughness in Turning Using Regression at National conference on Recent Trends in Communication

Cite this Research Publication : Dr. Elangovan M., Nitin, N., and Ramachandran, K. I., “Effects of Cutting Tool Coating on Surface Roughness in Turning Using Regression at National conference on Recent Trends in Communication”. Amrita Vishwa Vidyapeetham, Coimbatore., 2011.

Publisher : Amrita Vishwa Vidyapeetham

Year : 2009

Condition Monitoring of Single Point Cutting Tool A Data Mining Approach

Cite this Research Publication : Dr. Elangovan M., Sugumaran, V., and Ramachandran, K. I., “Condition Monitoring of Single Point Cutting Tool A Data Mining Approach”, International Conference on Operations Research applications in Engineering and Management (ICOREM - 2009) . Anna University, Trichy., 2009.

Publisher : Anna University, Trichy

Year : 2009

Condition Monitoring of a Single Point Cutting Tool Using Support Vector Machine

Cite this Research Publication : Dr. Elangovan M., S. Devasenapati, B., and Dr. K. I. Ramachandran, “Condition Monitoring of a Single Point Cutting Tool Using Support Vector Machine”, International Conference on Advances in Mechanical and Building Sciences (ICAMB-2009) . Vellore Institute of Technology, Vellore, 2009.

Publisher : Vellore Institute of Technology, Vellore

Book Chapter

Year : 2017

A Hybrid Classifier for the Detection of Microaneurysms in Diabetic Retinal Images

Cite this Research Publication : A. R., T., V., and Dr. K. I. Ramachandran, “A Hybrid Classifier for the Detection of Microaneurysms in Diabetic Retinal Images”, in The 16th International Conference on Biomedical Engineering, Springer, 2017, pp. 97-103.

Publisher : The 16th International Conference on Biomedical Engineering

Patents

Year : 2016

A Handheld device to capture Fundus images

Cite this Research Publication : Lakshmikanthan C., Dr. K. I. Ramachandran, Sharma, A., and Subramaniam, S. Devi, “A Handheld device to capture Fundus images”, U.S. Patent PCT / IN2016 / 0001442016.


Publisher : Volume WO / 2016/193998, Number PCT / IN2016 / 000144 (2016).

Book

Year : 2010

Insight into wavelets: From theory to practice

Cite this Research Publication : Dr. Soman K. P. and Dr. K. I. Ramachandran, Insight into wavelets: From theory to practice. PHI Learning Pvt. Ltd., 2010.

Publisher : PHI Learning Pvt. Ltd

Year : 2008

Computational Chemistry and Molecular Modeling

Cite this Research Publication : Dr. K. I. Ramachandran, Deepa, G., and P. K. Krishnan Namboori, Computational Chemistry and Molecular Modeling. Springer, 2008.

Publisher : Computational Chemistry and Molecular Modeling: Principles and Applications

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