| 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 | 33 | 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 | 27 | 2021 |
| 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 | 18 | 2022 |
| 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 | 11 | 2023 |
| 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 | 7 | 2023 |
| Detection of congestive heart failure with nature-inspired optimization and classifiers performance amelioration from ECG signals MG Shankar, CG Babu, H Rajaguru IETE Journal of Research, 2022 | 5 | 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 CVD using PPG signals H Rajaguru, MG Shankar, SP Nanthakumar, IA Murugan 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 |
| 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 | 3 | 2023 |
| 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 |
| Logistic Regression Classifier with Hybrid Dimensionality Reduction Techniques for Epilepsy Detection from EEG Signals H Rajaguru, M Gowri Shankar, B Santhosh 2022 Smart Technologies, Communication and Robotics (STCR), 1-5, 2022 | 3 | 2022 |
| Cardiovascular disease detection from cardiac arrhythmia ECG signals using artificial intelligence models with hyperparameters tuning methodologies GS Manivannan, H Rajaguru, S Rajanna, SV Talawar Heliyon 10 (17), 2024 | 2 | 2024 |
| Detection of Alcoholic EEG signal using LASSO regression with metaheuristics algorithms based LSTM and enhanced artificial neural network classification algorithms GS Manivannan, K Mani, H Rajaguru, SV Talawar Scientific Reports 14 (1), 21437, 2024 | 2 | 2024 |
| 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 |
| A Novel to achieve ULTRA HD video compression by using VHT algorithm based on embedded Technology K Vidyavathi, MG Shankar, R Nagarajan, J Chandramohan, A Ranjith, ... International Journal of Advanced Research in Electronics and Communication …, 2018 | 2 | 2018 |
| DESIGN FPGA BASED MULTI RAIL DC-DC CONVERTER AND MAC ARCHITECTURE BY USING MSP 430 PROCESSOR MG Shankar, PRR ME | 2 | 2014 |
harikumar rajaguruProfessor ECE Bannari Amman Institute of technology SathyamangalamPotvrđena adresa e-pošte na bitsathy.ac.in
