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 002; V. N. S. Kumar Siddabattuni; K. I. Ramachandran (Expert Syst. Appl., 2008)

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)

Quantum Mechanical Modeling and Molecular Dynamic Simulation of Ruthenium (Ru) Polypyridyl Complexes to Study Feasibility of Artificial Photosynthesis. - P. Premkumar; P. K. Krishnan Namboori; M. Sathishkumar; K. I. Ramachandran; Deepa Gopakumar; Rajasree P. M (ARTCom, 2009)

Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique. - N. Saravanan 002; S. Cholairajan; K. I. Ramachandran (Expert Syst. Appl., 2009)

Fault diagnosis of spur bevel gear box using discrete wavelet features and Decision Tree classification. - N. Saravanan 002; K. I. Ramachandran (Expert Syst. Appl., 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. - N. Saravanan 002; K. I. Ramachandran (Expert Syst. Appl., 2009)

Fault diagnosis of spur bevel gear box using artificial neural network (ANN), and proximal support vector machine (PSVM). - N. Saravanan 002; V. N. S. Kumar Siddabattuni; K. I. Ramachandran (Appl. Soft Comput., 2010)

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)

Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN). - N. Saravanan 002; K. I. Ramachandran (Expert Syst. Appl., 2010)

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 (Expert Syst. Appl., 2011)

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)

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)

Neural Predictive Controller Based Diesel Injection Management System for Emission Minimisation. - C. N. Arunaa; S. Babu Devasenapati; K. I. Ramachandran; K. Vishnuprasad; C. Surendra (Int. J. Green Comput., 2011)

Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines. - S. Babu Devasenapati; K. I. Ramachandran (Int. J. Green Comput., 2012)

Automated PCG signal delineation method for heart sound analysis. - V. Nivitha Varghees; K. I. Ramachandran (NCC, 2014)

A novel heart sound activity detection framework for automated heart sound analysis. - V. Nivitha Varghees; K. I. Ramachandran (Biomed. Signal Process. Control., 2014)

A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis. - M. Saimurugan; K. I. Ramachandran (Int. J. Data Anal. Tech. Strateg., 2014)

Cosine distance features for robust speaker verification. - Kuruvachan K. George; C. Santhosh Kumar; K. I. Ramachandran; Ashish Panda (INTERSPEECH, 2015)

Heart murmur detection and classification using wavelet transform and Hilbert phase envelope. - V. Nivitha Varghees; K. I. Ramachandran (NCC, 2015)

A noncontact vital sign monitoring algorithm using a camera. - R. Anusree; R. Ranjith; K. I. Ramachandran (ICACCI, 2016)

Improving Speed Independent Performance of Fault Diagnosis Systems through Feature Mapping and Normalization. - Aparna S. Raghunath; K. T. Sreekumar; C. Santhosh Kumar; K. I. Ramachandran (ICMLA, 2016)

Improving Robustness of Speaker Verification Against Mimicked Speech. - Kuruvachan K. George; Santhosh Kumar C; K. I. Ramachandran; Ashish Panda (Odyssey, 2016)

Intelligent fault diagnosis of synchronous generators. - R. Gopinath; C. Santhosh Kumar; K. I. Ramachandran; V. Upendranath; P. V. R. Sai Kiran (Expert Syst. Appl., 2016)

Scalable fault models for diagnosis of synchronous generators. - R. Gopinath; C. Santhosh Kumar; K. I. Ramachandran (Int. J. Intell. Syst. Technol. Appl., 2016)

Design of fuzzy based intelligent controller for autonomous mobile robot navigation. - Aniket D. Adhvaryu; S. Adarsh 002; K. I. Ramachandran (ICACCI, 2017)

Canfis based robotic navigation. - K. V. Geedhu; K. I. Ramachandran; S. Adarsh 002 (ICACCI, 2017)

Fuzzy logic based fault detection of controller area network using microautobox - II. - Alpha Tamrakar; S. Adasrh; K. I. Ramachandran (ICACCI, 2017)

Modeling of a System for fECG Extraction from abdECG. - Rolant Gini John; Ponmozhy Deepan Chakravarthy; K. I. Ramachandran; Pooja Anand (ISDA, 2017)

Removal of BW and Respiration Noise in abdECG for fECG Extraction. - Jeffy Joseph; Rolant Gini John; K. I. Ramachandran (SIRS, 2017)

Design of Sensor Data Fusion Algorithm for Mobile Robot Navigation Using ANFIS and Its Analysis Across the Membership Functions. - S. Adarsh 002; K. I. Ramachandran (Autom. Control. Comput. Sci., 2018)

Machine learning based tool condition classification using acoustic emission and vibration data in high speed milling process using wavelet features. - P. Krishnakumar; K. Rameshkumar; K. I. Ramachandran (Intell. Decis. Technol., 2018)

Acoustic Emission-Based Tool Condition Classification in a Precision High-Speed Machining of Titanium Alloy: A Machine Learning Approach. - P. Krishnakumar; K. Rameshkumar; K. I. Ramachandran (Int. J. Comput. Intell. Appl., 2018)

Analysis of cosine distance features for speaker verification. - Kuruvachan K. George; C. Santhosh Kumar; Sunil Sivadas; K. I. Ramachandran; Ashish Panda (Pattern Recognit. Lett., 2018)

Deep Quantile Regression Based Wind Generation and Demand Forecasts. - N. Kirthika; K. I. Ramachandran; Sasi K. Kottayil (SoCPaR, 2019)

Extraction of foetal ECG from abdominal ECG by nonlinear transformation and estimations. - Rolant Gini John; K. I. Ramachandran (Comput. Methods Programs Biomed., 2019)

Avoidance of Replay attack in CAN protocol using Authenticated Encryption. - Selvamani Chandrasekaran; K. I. Ramachandran; S. Adarsh 002; Ashish Kumar Puranik (ICCCNT, 2020)

Design and Optimization of CNN for Lane Detection. - Aravind H; Sivraj P; K. I. Ramachandran (ICCCNT, 2020)

Distance Estimation of Preceding Vehicle Based on Mono Vision Camera and Artificial Neural Networks. - Karthika K; S. Adarsh 002; K. I. Ramachandran (ICCCNT, 2020)

Driver Inattention Monitoring System Based on the Orientation of the Face Using Convolutional Neural Network. - Manjula P. M; S. Adarsh 002; K. I. Ramachandran (ICCCNT, 2020)

Neuro-fuzzy based fusion of LiDAR and ultrasonic sensors to minimize error in range estimation for the navigation of mobile robots. - S. Adarsh 002; K. I. Ramachandran (Intell. Decis. Technol., 2020)

Driver's Face Detection in Poor Illumination for ADAS Applications. - Saksham Srivastava; S. Adarsh 002; Binoy B. Nair; K. I. Ramachandran (ICCCSP, 2021)

Improving Range estimation accuracy of an ultrasonic Sensor using an adaptive Neuro-fuzzy Inference System. - S. Adarsh 002; K. I. Ramachandran; Binoy B. Nair (Int. J. Robotics Autom., 2022)

Deep Discriminative Feature Learning and Feature Space Transformation for Scalable Machine Fault Diagnosis. - K. T. Sreekumar; C. Santhosh Kumar; K. I. Ramachandran (IEEE Access, 2024)

Seizure information enrichment in ECG through spectral whitening for improving epileptic seizure prediction. - Pooja Muralidharan; C. Santhosh Kumar; Ravi Sankaran; K. I. Ramachandran (Comput. Biol. Medicine, 2025)