| An Exploration of ECG Signal Feature Selection and Classification using Machine Learning Techniques MG Shankar, CG Babu International Journal of Innovative Technology and Exploring Engineering …, 2020 | 29 | 2020 |
| Performance analysis of dimensionality reduction using PCA, KPCA and LLE for ECG signals JH Mita, CG Babu, MG Shankar IOP Conference Series: Materials Science and Engineering 1084 (1), 012005, 2021 | 24 | 2021 |
| Extreme learning machine (ELM) based performance analysis and epilepsy identification from EEG signals R Harikumar, C Ganesh Babu, M Gowri Shankar IETE Journal of Research 69 (9), 6304-6314, 2023 | 9 | 2023 |
| Classification of cardiac diseases from ECG signals through bio inspired classifiers with Adam and R-Adam approaches for hyperparameters updation MG Shankar, CG Babu, H Rajaguru Measurement 194, 111048, 2022 | 9 | 2022 |
| Coordinated Factor Analysis and Water Wave Optimization (WWO) Classifier for Classification of Arrhythmias from ECG Signal MS Gowri Shankar M, Ganesh Babu C, Priyanka GS 2021 Smart Technologies, Communication and Robotics (STCR), 1-5, 2021 | 5 | 2021 |
| Performance Analysis for Arrhythmia Classification using PSO, GWO and SVM H Mita J, G Babu C, G Shankar M 2021 3rd International Conference on Signal Processing and Communication …, 2021 | 5 | 2021 |
| Performance Analysis Of Linear Discriminant Analysis (Lda) With Optimization Techniques For Arrhythmia Classification From Ecg Signals G Shankar M International Journal of Aquatic Science 12 (3), 1565-1571, 2021 | 5 | 2021 |
| Performance analysis of classifiers in detection of diabetes from Pima Indians database CG Babu, MG Shankar, GS Priyanka, B Vidhya AIP Conference Proceedings 2725 (1), 2023 | 4 | 2023 |
| Performance exploration of multiple classifiers with grid search hyperparameter tuning for detecting epileptic seizures from EEG signals C Ganesh Babu, M Gowri Shankar, R Harikumar Journal of Scientific & Industrial Research 81 (07), 754-766, 2022 | 4 | 2022 |
| Detection of Congestive Heart Failure with Nature-Inspired Optimization and Classifiers Performance Amelioration from ECG Signals M Gowri Shankar, C Ganesh Babu, H Rajaguru IETE Journal of Research 69 (8), 4858-4871, 2023 | 3 | 2023 |
| Alcoholic EEG Signal Classification Using Multi-Heuristic Classifiers with Stochastic Gradient Descent Technique for Tuning the Hyperparameters H Rajaguru, A Vigneshkumar, M Gowri Shankar IETE Journal of Research 69 (10), 7290-7305, 2023 | 2 | 2023 |
| Analysis and detection of sentient state from alcoholic EEG signals using the fast Fourier transform features based multiple classifiers H Rajaguru, MG Shankar, CG Babu AIP Conference Proceedings 2725 (1), 2023 | 2 | 2023 |
| Analysis and Classification of ECG Signal based on Whale Optimization with Compact Multiclass Support Vector Machine C Ganesh Babu, M Gowri Shankar, GS Priyanka, K Bhavani, D Dharun 2021 Smart Technologies, Communication and Robotics (STCR), 1-4, 2021 | 2 | 2021 |
| DESIGN FPGA BASED MULTI RAIL DC-DC CONVERTER AND MAC ARCHITECTURE BY USING MSP 430 PROCESSOR MG Shankar, PRR ME | 2 | 2014 |
| Performance analysis of classifiers in detection of CVD using PPG signals H Rajaguru, MG Shankar, SP Nanthakumar, IA Murugan AIP Conference Proceedings 2725 (1), 2023 | 1 | 2023 |
| Performance analysis of classifiers in detection of conscious state from alcoholic EEG signals H Rajaguru, MG Shankar, SM Irfan, CM Balaji AIP Conference Proceedings 2725 (1), 2023 | 1 | 2023 |
| Performance Analysis of Lion Optimization Algorithm with Hybrid Classifier for Epilepsy Detection H Rajaguru, M Gowri Shankar, C Ganesh Babu 2022 Smart Technologies, Communication and Robotics (STCR), 1-3, 2022 | 1 | 2022 |
| Analyzing Haar and dB2 with Compensatory GMM Classifier for Epilepsy Detection H Rajaguru, M Gowri Shankar, GS Priyanka, T Anuradha 2022 Smart Technologies, Communication and Robotics (STCR), 1-4, 2022 | 1 | 2022 |
| Amelioration of multitudinous classifiers performance with hyper-parameters tuning in elephant search optimization for cardiac arrhythmias detection GS Manivannan, CG Babu, H Rajaguru The Journal of Supercomputing, 1-77, 2024 | | 2024 |
| Short-time fourier transform based ensemble classifiers for detection of atrial fibrillation from ECG datasets GS Manivannan, M Kalaiyarasi, H Rajaguru Ratio Mathematica 48, 2023 | | 2023 |
harikumar rajaguruProfessor ECE Bannari Amman Institute of technology SathyamangalamVerified email at bitsathy.ac.in
