K. I. Ramachandran

49 papers A 1C 2Journal 31Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Explainable AI Framework for Predictive Tool Condition Monitoring in High-Speed Machining of Ti-6Al-4V: Interpretable Intelligence. IEEE Access George Varghese, P. Krishnakumar, K. I. Ramachandran
2025	J	`jnl`	Seizure information enrichment in ECG through spectral whitening for improving epileptic seizure prediction. Comput. Biol. Medicine Pooja Muralidharan, C. Santhosh Kumar, Ravi Sankaran, K. I. Ramachandran
2024	J	`jnl`	Deep Discriminative Feature Learning and Feature Space Transformation for Scalable Machine Fault Diagnosis. IEEE Access K. T. Sreekumar, C. Santhosh Kumar, K. I. Ramachandran
2022	J	`jnl`	Improving Range estimation accuracy of an ultrasonic Sensor using an adaptive Neuro-fuzzy Inference System. Int. J. Robotics Autom. S. Adarsh, K. I. Ramachandran, Binoy B. Nair
2021	—	`conf`	Driver's Face Detection in Poor Illumination for ADAS Applications. ICCCSP Saksham Srivastava, S. Adarsh, Binoy B. Nair, K. I. Ramachandran
2020	—	`conf`	Avoidance of Replay attack in CAN protocol using Authenticated Encryption. ICCCNT Selvamani Chandrasekaran, K. I. Ramachandran, S. Adarsh, Ashish Kumar Puranik
2020	—	`conf`	Design and Optimization of CNN for Lane Detection. ICCCNT Aravind H, Sivraj P, K. I. Ramachandran
2020	—	`conf`	Distance Estimation of Preceding Vehicle Based on Mono Vision Camera and Artificial Neural Networks. ICCCNT Karthika K, S. Adarsh, K. I. Ramachandran
2020	—	`conf`	Driver Inattention Monitoring System Based on the Orientation of the Face Using Convolutional Neural Network. ICCCNT Manjula P. M, S. Adarsh, K. I. Ramachandran
2020	J	`jnl`	Neuro-fuzzy based fusion of LiDAR and ultrasonic sensors to minimize error in range estimation for the navigation of mobile robots. Intell. Decis. Technol. S. Adarsh, K. I. Ramachandran
2019	—	`conf`	Deep Quantile Regression Based Wind Generation and Demand Forecasts. SoCPaR N. Kirthika, K. I. Ramachandran, Sasi K. Kottayil
2019	J	`jnl`	Extraction of foetal ECG from abdominal ECG by nonlinear transformation and estimations. Comput. Methods Programs Biomed. Rolant Gini John, K. I. Ramachandran
2018	J	`jnl`	Acoustic Emission-Based Tool Condition Classification in a Precision High-Speed Machining of Titanium Alloy: A Machine Learning Approach. Int. J. Comput. Intell. Appl. P. Krishnakumar, K. Rameshkumar, K. I. Ramachandran
2018	J	`jnl`	Analysis of cosine distance features for speaker verification. Pattern Recognit. Lett. Kuruvachan K. George, C. Santhosh Kumar, Sunil Sivadas, K. I. Ramachandran, Ashish Panda
2018	J	`jnl`	Design of Sensor Data Fusion Algorithm for Mobile Robot Navigation Using ANFIS and Its Analysis Across the Membership Functions. Autom. Control. Comput. Sci. S. Adarsh, K. I. Ramachandran
2018	J	`jnl`	Machine learning based tool condition classification using acoustic emission and vibration data in high speed milling process using wavelet features. Intell. Decis. Technol. P. Krishnakumar, K. Rameshkumar, K. I. Ramachandran
2017	—	`conf`	Canfis based robotic navigation. ICACCI K. V. Geedhu, K. I. Ramachandran, S. Adarsh
2017	—	`conf`	Design of fuzzy based intelligent controller for autonomous mobile robot navigation. ICACCI Aniket D. Adhvaryu, S. Adarsh, K. I. Ramachandran
2017	—	`conf`	Fuzzy logic based fault detection of controller area network using microautobox - II. ICACCI Alpha Tamrakar, S. Adasrh, K. I. Ramachandran
2017	C	`conf`	Modeling of a System for fECG Extraction from abdECG. ISDA Rolant Gini John, Ponmozhy Deepan Chakravarthy, K. I. Ramachandran, Pooja Anand
2017	—	`conf`	Removal of BW and Respiration Noise in abdECG for fECG Extraction. SIRS Jeffy Joseph, Rolant Gini John, K. I. Ramachandran
2016	—	`conf`	A noncontact vital sign monitoring algorithm using a camera. ICACCI R. Anusree, R. Ranjith, K. I. Ramachandran
2016	—	`conf`	Improving Robustness of Speaker Verification Against Mimicked Speech. Odyssey Kuruvachan K. George, Santhosh Kumar C, K. I. Ramachandran, Ashish Panda
2016	C	`conf`	Improving Speed Independent Performance of Fault Diagnosis Systems through Feature Mapping and Normalization. ICMLA Aparna S. Raghunath, K. T. Sreekumar, C. Santhosh Kumar, K. I. Ramachandran
2016	J	`jnl`	Intelligent fault diagnosis of synchronous generators. Expert Syst. Appl. R. Gopinath, C. Santhosh Kumar, K. I. Ramachandran, V. Upendranath, P. V. R. Sai Kiran
2016	J	`jnl`	Scalable fault models for diagnosis of synchronous generators. Int. J. Intell. Syst. Technol. Appl. R. Gopinath, C. Santhosh Kumar, K. I. Ramachandran
2015	A	`conf`	Cosine distance features for robust speaker verification. INTERSPEECH Kuruvachan K. George, C. Santhosh Kumar, K. I. Ramachandran, Ashish Panda
2015	—	`conf`	Heart murmur detection and classification using wavelet transform and Hilbert phase envelope. NCC V. Nivitha Varghees, K. I. Ramachandran
2014	J	`jnl`	A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis. Int. J. Data Anal. Tech. Strateg. M. Saimurugan, K. I. Ramachandran
2014	J	`jnl`	A novel heart sound activity detection framework for automated heart sound analysis. Biomed. Signal Process. Control. V. Nivitha Varghees, K. I. Ramachandran
2014	—	`conf`	Automated PCG signal delineation method for heart sound analysis. NCC V. Nivitha Varghees, K. I. Ramachandran
2012	J	`jnl`	Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines. Int. J. Green Comput. S. Babu Devasenapati, K. I. Ramachandran
2011	J	`jnl`	Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool. Expert Syst. Appl. M. Elangovan, V. Sugumaran, K. I. Ramachandran, S. Ravikumar
2011	J	`jnl`	Effect of number of features on classification of roller bearing faults using SVM and PSVM. Expert Syst. Appl. V. Sugumaran, K. I. Ramachandran
2011	J	`jnl`	Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm. Expert Syst. Appl. M. Elangovan, S. Babu Devasenapati, N. R. Sakthivel, K. I. Ramachandran
2011	J	`jnl`	Fault diagnosis of roller bearing using fuzzy classifier and histogram features with focus on automatic rule learning. Expert Syst. Appl. V. Sugumaran, K. I. Ramachandran
2011	J	`jnl`	Machine learning approach for automated visual inspection of machine components. Expert Syst. Appl. S. Ravikumar, K. I. Ramachandran, V. Sugumaran
2011	J	`jnl`	Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine. Expert Syst. Appl. M. Saimurugan, K. I. Ramachandran, V. Sugumaran, N. R. Sakthivel
2011	J	`jnl`	Neural Predictive Controller Based Diesel Injection Management System for Emission Minimisation. Int. J. Green Comput. C. N. Arunaa, S. Babu Devasenapati, K. I. Ramachandran, K. Vishnuprasad, C. Surendra
2010	J	`jnl`	Fault diagnosis of spur bevel gear box using artificial neural network (ANN), and proximal support vector machine (PSVM). Appl. Soft Comput. N. Saravanan, V. N. S. Kumar Siddabattuni, K. I. Ramachandran
2010	J	`jnl`	Incipient gear box fault diagnosis using discrete wavelet transform (DWT) for feature extraction and classification using artificial neural network (ANN). Expert Syst. Appl. N. Saravanan, K. I. Ramachandran
2010	J	`jnl`	Misfire identification in a four-stroke four-cylinder petrol engine using decision tree. Expert Syst. Appl. S. Babu Devasenapati, V. Sugumaran, K. I. Ramachandran
2010	J	`jnl`	Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features. Expert Syst. Appl. M. Elangovan, K. I. Ramachandran, V. Sugumaran
2009	J	`jnl`	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 Syst. Appl. N. Saravanan, K. I. Ramachandran
2009	J	`jnl`	Fault diagnosis of spur bevel gear box using discrete wavelet features and Decision Tree classification. Expert Syst. Appl. N. Saravanan, K. I. Ramachandran
2009	—	`conf`	Quantum Mechanical Modeling and Molecular Dynamic Simulation of Ruthenium (Ru) Polypyridyl Complexes to Study Feasibility of Artificial Photosynthesis. ARTCom P. Premkumar, P. K. Krishnan Namboori, M. Sathishkumar, K. I. Ramachandran, Deepa Gopakumar, Rajasree P. M
2009	J	`jnl`	Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique. Expert Syst. Appl. N. Saravanan, S. Cholairajan, K. I. Ramachandran
2008	J	`jnl`	A comparative study on classification of features by SVM and PSVM extracted using Morlet wavelet for fault diagnosis of spur bevel gear box. Expert Syst. Appl. N. Saravanan, V. N. S. Kumar Siddabattuni, K. I. Ramachandran
2008	J	`jnl`	Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine. Expert Syst. Appl. V. Sugumaran, G. R. Sabareesh, K. I. Ramachandran