Dr Gowri Shankar M - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	13.07.2023
Research	Bannari Amman Institute of Technology, Sathyamangalam	02.02.2021	27.06.2023	2 Year(s) & 4 Month(s)
Engineering	Gnanamani College of Technology	02.01.2018	01.02.2021	3 Year(s) & 1 Month(s)
Engineering	Vetri Vinayaha College of Engineering & Technology	29.06.2017	07.12.2017	0 Year(s) & 5 Month(s)
Engineering	Selvam College of Technology	15.06.2015	15.06.2017	2 Year(s) & 0 Month(s)

Degree	Specialization	Institute	University	Year of Passing
B.E	Electrical and Electronics Engineeirng	Mahendra Engineeirng College	Anna University, Chennai	2012
M.E	VLSI	MIET Engineering College	Anna University, Chennai	2014
Ph.D	Information Communication Engineeirng	Bannari Amman Institute of Technology	Anna University, Chennai	2023

S.No.	Subject Area
1	Bio Signal Processing
2	Soft Computing Techniques
3	Pattern Classifiers
4	Deep Learning
5	VLSI Design
6	Renewable Energy Systems

Harikumar Rajaguru, A. Vigneshkumar & M. Gowri Shankar,”Alcoholic EEG Signal Classification Using Multi-Heuristic Classifiers with Stochastic Gradient Descent Technique for Tuning the Hyperparameters”, IETE Journal of Research, pp 1-16.,10 Jan 2023.

C Ganesh Babu, M Gowri Shankar & Harikumar Rajaguru,” Performance Exploration of Multiple Classifiers with Grid Search Hyper parameter Tuning for Detecting Epileptic Seizures from EEG Signals”, Journal of Scientific & Industrial Research Vol. 81, pp. 754-766, 2022

M. Gowri Shankar, C., Ganesh Babu & Harikumar Rajaguru, “Detection of Congestive Heart Failure with Nature-Inspired Optimization and Classifiers Performance Amelioration from ECG Signals”, IETE Journal of Research, pp1-14, June 2022.

M. Gowri Shankar, C. Ganesh Babu, Harikumar Rajaguru,” Classification of cardiac diseases from ECG signals through bio inspired classifiers with Adam and R-Adam approaches for Hyper parameters updation”, Measurement, Vol 194 (2022) 111048, 2022.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Least Square Linear Regression with Various Classifiers for Cardiovascular Respiratory Detection from Capnography”, SECOND INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES, COMMUNICATION, AND ROBOTICS, IEEE, 2022.

Harikumar Rajaguru ,Gowri Shankar M ,Santhosh B , Senthamil Selvi A,” LOGISTIC REGRESSION CLASSIFIER WITH HYBRID DIMENSIONALITY REDUCTION TECHNIQUES FOR EPILEPSY DETECTION FROM EEG SIGNALS” , SECOND INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES, COMMUNICATION, AND ROBOTICS, IEEE, 2022.

Harikumar Rajaguru, Gowri Shankar M, Rishikesan J, Sundar K ,” Performance Analysis of Cat Swarm Optimization with Soft Discriminant Classifier for Diagnosis of Epilepsy using EEG Signals “, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022),December 2022.

Ganesh Babu,C ,Gowri Shankar M ,Harikumar Rajaguru, Priyanka G S, Anuradha T, “Analyzing Haar and dB2 with Compensatory GMM Classifier for Epilepsy Detection”, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022), 10 – 11 December 2022, BIT Sathy.

Ganesh Babu C, Gowri Shankar M, Harikumar Rajaguru, “Performance Analysis of Lion Optimization Algorithm with Hybrid Classifier for Epilepsy Detection”, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022), 10 – 11 December 2022, BIT Sathy.

Harikumar Rajaguru, Gowri Shankar M, Nanthakumar S. P, Arul Murugan I, “Performance Analysis of Classifiers in Detection of CVD using PPG Signals”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

Harikumar Rajaguru, M. Gowri Shankar, S. Mohammed Irfan, C. Mukesh Balaji “Performance Analysis of Classifiers in Detection of Conscious State from Alcoholic EEG Signals”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

Harikumar Rajaguru, M Gowri Shankar, C. Ganesh Babu “Analysis and Detection of Sentient State from Alcoholic EEG Signals using the Fast Fourier Transform Features based Multiple Classifiers”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Classifiers in Detection of Diabetes from PIMA Indians Database”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

M. Gowri Shankar, C. Ganesh Babu, “Analysis and Classification of ECG Signal based on Whale Optimization with Compact Multiclass Support Vector Machine,” First International Conference on Smart Technologies, Communication, and Robotics 2021 (IEEE-STCR 2021), 09 – 10 October 2021.

M. Gowri Shankar, C. Ganesh Babu, “Coordinated Factor Analysis and Water Wave Optimization (WWO) Classifier for Classification of Arrhythmias from ECG Signal,” First International Conference on Smart Technologies, Communication, and Robotics 2021 (IEEE-STCR 2021), 09 – 10 October 2021.

R. Harikumar, C. Ganesh Babu & M. Gowri Shankar,” Extreme Learning Machine (ELM) based Performance Analysis and Epilepsy Identification from EEG Signals”, IETE Journal of Research, 2021.

M. Gowri Shankar, “Certain Investigation on Intelligent Renewable Powered Weather Station”, Journal of Computational and Theoretical Nanoscience, American Scientific Publishers, Vol 18(3), pp 1011-1015, 2021.

M. Gowri Shankar, C. Ganesh Babu, “Digital Image Falsification Detection Based on Dichromatic Model”, Data Engineering and Communication Technology, Springer, Singapore, pp 361-369, 2021.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Dimensionality Reduction using PCA, KPCA and LLE for ECG Signals”, IOP Conference Series: Materials Science and Engineering, 2021.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis for Arrhythmia Classification using PSO GWO and SVM”, International Conference on Signal Processing and Communication (ICPSC), 2021, pp. 67-72.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Linear Discriminant Analysis (LDA) With Optimization Techniques for Arrhythmia Classification from ECG Signals”, International Journal of Aquatic Science, Vol 12 (03), ISSN: 2008-8019, 2021.

M. Gowri Shankar, “A Novel to Achieve Ultra HD Video Compression by using VHT Algorithm based on Embedded Technology”, International Journal of Advanced Research in ECE (IJARECE), Vol 7(3) pp. 181 to 183, March 2018.

M. Gowri Shankar,”PID Control of Power Factor Corrected Zeta Converter fed SMPS”, International Journal of Applied Engineering Research (IJAER), VOL 12(1), pp. 283 to 285, 2017.

M. Gowri Shankar, “FPGA based Multi Rail Chopper by using MSP 430 Processor”, International Journal of Engineering- Online (IJOER), Vol 5(1), pp. 07 to 10, January 2017.

M. Gowri Shankar, “Design FPGA Based Multi Rail Dc-Dc Converter Mac Architecture by using MSP 430 Processor”, International Journal of Advanced Research In ECE (IJARECE), Vol 3(4), pp. 391 to 394, April 2014.

M. Gowri Shankar, “Design FPGA Based Mac Architecture By using MSP 430 Processor”, International Journal of Communication and Computer Technologies (IJCCTS), Vol 2(11), pp. 56 to 58, March 2014.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Least Square Linear Regression with Various Classifiers for Cardiovascular Respiratory Detection from Capnography”, SECOND INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES, COMMUNICATION, AND ROBOTICS, IEEE, 2022.

Harikumar Rajaguru ,Gowri Shankar M ,Santhosh B , Senthamil Selvi A,” LOGISTIC REGRESSION CLASSIFIER WITH HYBRID DIMENSIONALITY REDUCTION TECHNIQUES FOR EPILEPSY DETECTION FROM EEG SIGNALS” , SECOND INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES, COMMUNICATION, AND ROBOTICS, IEEE, 2022.

Harikumar Rajaguru, Gowri Shankar M, Rishikesan J, Sundar K ,” Performance Analysis of Cat Swarm Optimization with Soft Discriminant Classifier for Diagnosis of Epilepsy using EEG Signals “, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022),December 2022.

Ganesh Babu,C ,Gowri Shankar M ,Harikumar Rajaguru, Priyanka G S, Anuradha T, “Analyzing Haar and dB2 with Compensatory GMM Classifier for Epilepsy Detection”, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022), 10 – 11 December 2022, BIT Sathy.

Ganesh Babu C, Gowri Shankar M, Harikumar Rajaguru, “Performance Analysis of Lion Optimization Algorithm with Hybrid Classifier for Epilepsy Detection”, Second International Conference on Smart Technologies, Communication, and Robotics 2022 (IEEE-STCR 2022), 10 – 11 December 2022, BIT Sathy.

Harikumar Rajaguru, Gowri Shankar M, Nanthakumar S. P, Arul Murugan I, “Performance Analysis of Classifiers in Detection of CVD using PPG Signals”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

Harikumar Rajaguru, M. Gowri Shankar, S. Mohammed Irfan, C. Mukesh Balaji “Performance Analysis of Classifiers in Detection of Conscious State from Alcoholic EEG Signals”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

Harikumar Rajaguru, M Gowri Shankar, C. Ganesh Babu “Analysis and Detection of Sentient State from Alcoholic EEG Signals using the Fast Fourier Transform Features based Multiple Classifiers”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Classifiers in Detection of Diabetes from PIMA Indians Database”, AIP Proceedings of Second International Conference on Circuits, Signals, Systems and Securities (ICCSSS – 2022), 25th – 26th March 2022, BIT Sathyamangalam

M. Gowri Shankar, C. Ganesh Babu, “Analysis and Classification of ECG Signal based on Whale Optimization with Compact Multiclass Support Vector Machine,” First International Conference on Smart Technologies, Communication, and Robotics 2021 (IEEE-STCR 2021), 09 – 10 October 2021.

M. Gowri Shankar, C. Ganesh Babu, “Coordinated Factor Analysis and Water Wave Optimization (WWO) Classifier for Classification of Arrhythmias from ECG Signal,” First International Conference on Smart Technologies, Communication, and Robotics 2021 (IEEE-STCR 2021), 09 – 10 October 2021.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis of Dimensionality Reduction using PCA, KPCA and LLE for ECG Signals”, IOP Conference Series: Materials Science and Engineering, 2021.

M. Gowri Shankar, C. Ganesh Babu, “Performance Analysis for Arrhythmia Classification using PSO GWO and SVM”, International Conference on Signal Processing and Communication (ICPSC), 2021, pp. 67-72.

M. Gowri Shankar, C. Ganesh Babu, 9. “Digital Image Falsification Detection Based on Dichromatic Model”, Data Engineering and Communication Technology, Springer, Singapore, 4th International Conference on Data Engineering, Kakatiya Institute of Technology , Warangal-506015, September 2020

M. Gowri Shankar, “Visualization Created Image Fake Finding” a paper was presented at International conference on “ICLTEC-18”, at Malla Reddy College of Engineering, Hyderabad, held on Dec 28th 2018.

M. Gowri Shankar, “PID Control of Power Factor Corrected Zeta Converter Fed SMPS” a paper was presented at International conference on “ICPCIT-17”, at Madanapalle Institute of Technology & Science (MITS), Madanapalle, Andhra held on April 27th 2017.

M. Gowri Shankar, “PID Control of Power Factor Corrected Zeta Converter Fed SMPS” a paper was presented at International conference on “ICISRES-17”, at Selvam College of technology, Namakkal held on March 2nd 2017.

M. Gowri Shankar, “FPGA Based Multi Rail Chopper by using MSP 430 Processor” a paper was presented at International conference on “ICISRES-17”, at Selvam College of technology, Namakkal held on March 2nd 2017.

M. Gowri Shankar, “Finger Print based Intelligent ATM” a paper was presented a International conference on “ICISRES-17”, at Selvam College of technology, Namakkal held on March 2nd 2017.

M. Gowri Shankar, “Maximum Power Point Tracking Based on the Closed Circuit Voltage Method for Thermoelectric Generators” a paper was presented a International conference on “ICISRES-17”, at Selvam College of technology, Namakkal held on March 2nd 2017.

M. Gowri Shankar, “MSP 430 Processor for Control Multi-Rail Dc-Dc Converter” a paper was presented an International conference on “ICEEICA -16, at Selvam College of technology, Namakkal held on March 2nd 2016.

M. Gowri Shankar, “Design FPGA Based Mac Architecture by using MSP 430 Processor” a paper was presented an International conference on “ICEEICA -16, at Selvam College of technology, Namakkal held on March 2nd 2016.

M. Gowri Shankar,“Performance Analysis of Linear Discriminant Analysis (LDA) With Optimization Techniques for Arrhythmia Classification from ECG Signals”, Second International Conference on New Age Systems and Automation Technologies – ICNAAT-2021 held during 9-10 July2021 at BIT Sathyamangalam

M. Gowri Shankar, “MPPT Based on Thermal Electric Power Generator” a paper was presented a National conference on “CEIET-17”, at Cheran College of Engineering, Karur held on March 17th 2017.

M. Gowri Shankar, “Design FPGA Based Mac Architecture By using MSP 430 Processor” a paper was presented a National conference on “NCRTCCEE’’16, at Annai Mathammal Sheela Engineering College, Namakkal held on March 18th 2016.

M. Gowri Shankar, “Design FPGA Based Dc-Dc Converter by using MSP 430 Processor” a paper was presented a National conference on “ETIET 2014, at Easa College of Engineering and technology, Coimbatore held on February 7th 2014.

M. Gowri Shankar, “Design FPGA Based Mac Architecture by Using MSP 430 Processor” a paper was presented a National conference on “NCKSRCE’’14, at KSR College of Engineering, Tiruchengode held on March 15th 2014.

S.No.	Title	Date	Reg.No.	Status	Level	Funding
1	An Automated Adaptive Self Power Generate Garbage Notification System	22.02.2019	201911004222 A	Filed	National Level	Self