K. Kumaresan, K. S. Vairavel, M. Gowri Shankar, S. Sudhahar, R. Dhanasekar and M. Sudharshan, "Performance Analysis of Rabbit Algorithm with Gaussian Process Classifier for Detection of Adenocarcinoma from Lung Cancer Histopathological Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 1-4, doi: 10.1109/ICCIRT59484.2024.10922062.

Gowri Shankar Manivannan, K. B. Kaveri, A. R. Sinchana, S. Fathima, T. M. Sonika and D. P. Priya, "Performance Analysis of LSTM Classification Model from GLCM with Lion Optimization Algorithm Features for Melanoma Identification from Skin Cancer Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 1-5, doi: 10.1109/ICCIRT59484.2024.10921952.

Gowri Shankar Manivannan, S. Rajanna, K. R. Chethana, A. Firdose and N. Adithya, "Performance Analysis of Local Binary Pattern Features with Eagle Optimization Algorithm based CNN Classifier for Breast Cancer Detection from Ultrasound Images," 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT), Coimbatore, India, 2024, pp. 138-142, doi: 10.1109/ICCIRT59484.2024.10921764.

S. Deb, G. J, Gowri Shankar Manivannan, R. R, S. S and R. S, "Performance Analysis in Blast Induced Ground Vibrations with Advanced Machine Learning Algorithm Techniques," 2024 5th International Conference on Communication, Computing & Industry 6.0 (C2I6), Bengaluru, India, 2024, pp. 1-5, doi: 10.1109/C2I663243.2024.10895049.

Gowri Shankar Manivannan, Kalaiyarasi Mani, Harikumar Rajaguru & Satish V. Talawar. (2024). Detection of Alcoholic EEG signal using LASSO regression with metaheuristics algorithms based LSTM and enhanced artificial neural network classification algorithms. Sci Rep 14, 21437 (2024).

https://doi.org/10.1038/s41598-024-72926-7

Gowri Shankar Manivannan, Harikumar Rajaguru, Rajanna S & Satish V. Talawar. (2024). Cardiovascular disease detection from cardiac arrhythmia ECG signals using artificial intelligence models with hyperparameters tuning methodologies. Heliyon, Volume 10, Issue 17, 15 September 2024, e36751, 1-35. https://doi.org/10.1016/j.heliyon.2024.e36751

Gowri Shankar, M., Ganesh Babu, C., & Rajaguru, H. (2023). Detection of Congestive Heart Failure with Nature-Inspired Optimization and Classifiers Performance Amelioration from ECG Signals. IETE Journal of Research, 69(8), 4858-4871. https://doi.org/10.1080/03772063.2022.2088627

Gowri Shankar Manivannan, C Ganesh Babu, Harikumar Rajaguru. (2024). Amelioration of multitudinous classifiers performance with hyper-parameters tuning in elephant search optimization for cardiac arrhythmias detection. The Journal of Supercomputing, 1-77. https://doi.org/10.1007/s11227-024-06036-6

Harikumar Rajaguru, A Vigneshkumar, M Gowri Shankar. (2023). Alcoholic EEG Signal Classification Using Multi-Heuristic Classifiers with Stochastic Gradient Descent Technique for Tuning the Hyperparameters. IETE Journal of Research, 69(10), 7290-7305. https://doi.org/10.1080/03772063.2022.2163710

Gowri Shankar Manivannan, M Kalaiyarasi, Harikumar Rajaguru. (2023). Short-time fourier transform based ensemble classifiers for detection of atrial fibrillation from ECG datasets. Ratio Mathematica, 48. DOI: http://dx.doi.org/10.23755/rm.v48i0.1399

R Harikumar, C Ganesh Babu, M Gowri Shankar. (2023). Extreme learning machine (ELM) based performance analysis and epilepsy identification from EEG signals. IETE Journal of Research, 69(9), 6304-6314. https://doi.org/10.1080/03772063.2021.1987997

Gowri Shankar M; Sudhahar S; Pousia S; Gnanaprakash G; Jayaprakash S; Nalavarasu N. (2023, December). Enhancing Security in MANET through EAACK: A Novel Approach for Node Detection, Acknowledgment Validation and Routing Optimization. In 2023 4th International Conference on Communication, Computing and Industry 6.0 (C216) (pp. 1-6). IEEE. DOI: 10.1109/C2I659362.2023.10430763

Gowri Shankar M; Sudhahar S; Pousia S; Guruprasath J; Dhanushragav M; Lakshminarasimman S. (2023, December). Enhancement in 6G Intelligent Network Technologies using Cognitive Radio Network. In 2023 4th International Conference on Communication, Computing and Industry 6.0 (C216) (pp. 1-6). IEEE. DOI: 10.1109/C2I659362.2023.10430814

Harikumar Rajaguru, Gowri Shankar Manivannan, C Ganesh Babu, (2023), Performance Analysis of Correlation Dimension with Hybrid GMM-FF Classifier for Alcoholic EEG signal Detection, Journal of Xidian University

M. Gowri Shankar, C. Ganesh Babu, Harikumar Rajaguru. (2022). Classification of cardiac diseases from ECG signals through bio inspired classifiers with Adam and R-Adam approaches for hyperparameters updation. Measurement, 194, 111048. https://doi.org/10.1016/j.measurement.2022.111048

Ganesh Babu, C., Gowri Shankar, M., & Harikumar, R. (2022). Performance exploration of multiple classifiers with grid search hyperparameter tuning for detecting epileptic seizures from EEG signals. Journal of Scientific & Industrial Research, 81(07), 754-766. DOI: 10.56042/jsir.v81i07.53998

Harikumar Rajaguru, M Gowri Shankar, SP Nanthakumar, I Arul Murugan. (2023, April). Performance analysis of classifiers in detection of CVD using PPG signals. In AIP Conference Proceedings (Vol. 2725, No. 1). AIP Publishing. https://doi.org/10.1063/5.0125222

Harikumar Rajaguru, M Gowri Shankar, C Ganesh Babu. (2023, April). Analysis and detection of sentient state from alcoholic EEG signals using the fast Fourier transform features based multiple classifiers. In AIP Conference Proceedings (Vol. 2725, No. 1). AIP Publishing. https://doi.org/10.1063/5.0125224

C Ganesh Babu, M Gowri Shankar, GS Priyanka, B Vidhya. (2023, April). Performance analysis of classifiers in detection of diabetes from Pima Indians database. In AIP Conference Proceedings (Vol. 2725, No. 1). AIP Publishing. https://doi.org/10.1063/5.0125230

Harikumar Rajaguru, M Gowri Shankar, S Mohammed Irfan, C Mukesh Balaji. (2023, April). Performance analysis of classifiers in detection of conscious state from alcoholic EEG signals. In AIP Conference Proceedings (Vol. 2725, No. 1). AIP Publishing. https://doi.org/10.1063/5.0125223

C Ganesh Babu, M Gowri Shankar, P Gomathi, GS Priyanka, B Vidhya. (2022, December). Performance Analysis of Least Square Linear Regression with Various Classifiers for Cardiovascular Respiratory Detection from Capnography. In 2022 Smart Technologies, Communication and Robotics (STCR) (pp. 1-4). IEEE. DOI: 10.1109/STCR55312.2022.10009354

Harikumar Rajaguru, M Gowri Shankar, B Santhosh. (2022, December). Logistic Regression Classifier with Hybrid Dimensionality Reduction Techniques for Epilepsy Detection from EEG Signals. In 2022 Smart Technologies, Communication and Robotics (STCR) (pp. 1-5). IEEE. DOI: 10.1109/STCR55312.2022.10009395

Harikumar Rajaguru, M Gowri Shankar, J Rishikesan, K Sundar. (2022, December). Performance Analysis of Cat Swarm Optimization with Soft Discriminant Classifier for Diagnosis of Epilepsy using EEG Signals. In 2022 Smart Technologies, Communication and Robotics (STCR) (pp. 1-4). IEEE. DOI: 10.1109/STCR55312.2022.10009226

Harikumar Rajaguru, M Gowri Shankar, GS Priyanka, T Anuradha. (2022, December). Analyzing Haar and dB2 with Compensatory GMM Classifier for Epilepsy Detection. In 2022 Smart Technologies, Communication and Robotics (STCR) (pp. 1-4). IEEE. DOI: 10.1109/STCR55312.2022.10009556

Harikumar Rajaguru, M Gowri Shankar, C Ganesh Babu. Performance Analysis of Lion Optimization Algorithm with Hybrid Classifier for Epilepsy Detection. In 2022 Smart Technologies, Communication and Robotics (STCR) (pp. 1-3). IEEE. 10.1109/STCR55312.2022.10009494

C. Ganesh Babu , Gowri Shankar Manivannan, Harikumar Rajaguru, (2023) Performance Analysis of Correlation Dimension Classifier for the Detection of Oral Cancer, Journal of Xidian University

Saravanan Velusamy, Ahmed S AlShahri, K Vidyavathi, M Gowri Shankar. (2021). Certain Investigation on Intelligent Renewable Powered Weather Station. Journal of Computational and Theoretical Nanoscience, 18(3), 1011-1015. DOI: https://doi.org/10.1166/jctn.2021.9687

Mita, J. H., Babu, C. G., & Shankar, M. G. (2021, March). Performance analysis of dimensionality reduction using PCA, KPCA and LLE for ECG signals. In IOP Conference Series: Materials Science and Engineering (Vol. 1084, No. 1, p. 012005). IOP Publishing. DOI 10.1088/1757-899X/1084/1/012005

Gowri Shankar M. (2021). Performance Analysis of Linear Discriminant Analysis (LDA) With Optimization Techniques For Arrhythmia Classification From ECG Signals. International Journal of Aquatic Science, 12(03). 

Gowri Shankar, M., Ganesh Babu, C., Velusamy, S., Vidyavathi, K., & Gandhi, R. (2021). Digital Image Falsification Detection Based on Dichromatic Model. In Data Engineering and Communication Technology: Proceedings of ICDECT 2020 (pp. 361-369). Springer Singapore. https://doi.org/10.1007/978-981-16-0081-4_36

Haris Mita J, Ganesh Babu C, Gowri Shankar M. (2021, May). Performance Analysis for Arrhythmia Classification using PSO, GWO and SVM. In 2021 3rd International Conference on Signal Processing and Communication (ICPSC) (pp. 67-72). IEEE. DOI: 10.1109/ICSPC51351.2021.9451729

Ganesh Babu C; Gowri Shankar M; Priyanka G S; Madhumitha S; Rakshaa Shree M. (2021, October). Coordinated Factor Analysis and Water Wave Optimization (WWO) Classifier for Classification of Arrhythmias from ECG Signal. In 2021 Smart Technologies, Communication and Robotics (STCR) (pp. 1-5). IEEE. DOI: 10.1109/STCR51658.2021.9588955

C Ganesh Babu, M Gowri Shankar, GS Priyanka, K Bhavani, D Dharun. (2021, October). Analysis and Classification of ECG Signal based on Whale Optimization with Compact Multiclass Support Vector Machine. In 2021 Smart Technologies, Communication and Robotics (STCR) (pp. 1-4). IEEE. DOI: 10.1109/STCR51658.2021.9589026

M Gowri Shankar, C Ganesh Babu. (2020). An exploration of ECG signal feature selection and classification using machine learning techniques. Int. J. Innovative Technol. Exploring Eng. Regul, 9(3), 797-804. DOI: 10.35940/ijitee.C8728.019320 

Gowri Shankar M. “PID Control of Power Factor Corrected Zeta Converter fed SMPS”, International Journal of Applied Engineering Research (IJAER), Vol 12, and Number 1 (2017) Page no. 283 to 285. 

Gowri Shankar Manivannan. (2017). FPGA BASED MULTI RAIL CHOPPER BY USING MSP 430 PROCESSOR. International Journal of Engineering Research. 5. 7.