Prof. Nithyapriya S - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	19.10.2020
Engineering	Akshaya College of Engineering and Technology	01.06.2016	30.05.2020	3 Year(s) & 11 Month(s)
Industry	Quattro Engineering India Ltd	07.03.2012	15.04.2013	1 Year & 1 Month
Industry	Lakshmi Machine Works Ltd	02.03.2011	01.03.2012	1 Year & 0 Month(s)
Industry	Making Goal Technologies	03.08.2009	28.02.2011	1 Year & 6 Month(s)

Degree	Specialization	Institute	University	Year of Passing
B.Tech	Information Technology	K S Rangasamy College of Technology	Anna University, Chennai	2009
M.E	Computer Science and Engineering	SNS College of Technology	Anna University, Chennai	2015

S.No.	Subject Area
1	Machine Learning

Bhargavi K, S K M, Patil U K, Banka V, Kavitha J, Nithyapriya S, “A Hybrid Quantum Deep Learning Framework for Rice Yield Prediction using Optical Remote Sensing Data”, International Conference on Computing Technologies (ICOCT), Bengaluru, India, 2025, DOI: 10.1109/ICOCT64433.2025.11118754.

A T Somnathe, Chandra Shaker Reddy P, Kiran A, Gowda R, Nithyapriya S , Sree Bai K V, “Ensemble Deep Learning Framework for the Traffic Accidents Duration Prediction,” “2024 Global Conference on Communications and Information Technologies (GCCIT)”, 2024, Pages. 1-7, doi: 10.1109/GCCIT63234.2024.10862290.

Nithyapriya S, Yuvalatha S, Prabhavathy S, Arun T, Muthusundar S K, Antonidoss A. “Diabetic Retinopathy Classification Using Hybrid Optimized U-Net and Improved ResNet-18 with MISH Activation”, “”International Conference on Smart Technologies for Sustainable Development Goals””, Jun 2025, DOI: 10.1109/ICSTSDG61998.2024.11026501-1.

Yuvalatha S, Nithyapriya S, Kuzhali R T, Savitha S, Muthusundar S K, Antonidoss A, “Capsule-Infused Vision Transformer: A Hybrid Deep Learning for Hierarchical Feature Learning”, I””nternational Conference on Smart Technologies for Sustainable Development Goals””, Jun 2025, DOI: 10.1109/ICSTSDG61998.2024.11026478.

S Yuvalatha, Nithyapriya S, S Prabhavathy, R Priyadharshini, S Savitha, S Kayathri, “A Hybrid Model to Predict the Breast Cancer Using Stacking and Bagging Model,” 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC), Tumkur, India, 2023, Pages 1-6, Doi: 10.1109/Icmnwc60182.2023.10436010. 2023.

Pundru Chandra Shaker Reddy, Nithyapriya S, Nipun Sharma, S Maheswari, B Jayaram, Tejaswini Katale, “A Novel Ensemble Deep Learning Framework for Breast Cancer Prediction,” 2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, Pages 1-6, Doi: 10.1109/Icses60034.2023.10465347. 2023.

N Gayathri, H Anandakumar, S Gowri, J Keerthika, Nithyapriya S, “An Analysis of Network Security Attacks and their Mitigation for Cognitive Radio Communication,” 9th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2023, Pages. 2413-2417, Doi: 10.1109/Icaccs57279.2023.10112905.2023.

S Yuvalatha, S Nithyapriya, R T Kuzhali, S Savitha, “Boruta Feature Selection for Prediction of Coronary Artery Disease,” International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), Chennai, India, 2023, Pages. 1-5, Doi: 10.1109/Rmkmate59243.2023.10369394.2023.

Nithyapriya S, Keerthika J, Tamizh Kuzhali R, Saranya M D, Revathi P, Daniya T, “Meta Learning Based Pneumonia Detection Using Stacking Ensemble of Cnn Snapshots”, 2022 Ieee North Karnataka Subsection Flagship International Conference (NKCON), Vijaypur, India,, Pages: 1-6, Doi: 10.1109/Nkcon56289.2022.10126658. 2022.

Nithyapriya S, “Heart Disease Prediction Using Data Mining Technique”, International Scientific Refereed Research Journal, Volume 2 , Issue 2 , ISSN : 2581- 6306, 2019.

Nithyapriya S,“Selecting Seed URL of Focused Crawler by Clustering User Interest Ontology”, International Journal of Applied Engineering Research [IJAER], Volume 10, Number 41 , Special Issues, Pages: 30513-30516, 2015.

Nithyapriya S, “A Survey on Focused Crawler for Seed URL Selection”, International Journal of Advanced Information and Communication Technology [IJAICT], Volume 1, Issue 8, Pages 698- 701, 2015.

Nithyapriya S, Yuvalatha S, “Diabetic Retinopathy Classification Using Hybrid Optimized U-Net and Improved Resnet-18 with Mish Activation”, International Conference on “Smart Technologies for Sustainable Goals”, S A Engineering College, 2024.

Nithyapriya S, “Ensemble Deep Learning Framework for the Traffic Accidents Duration Prediction”, Global Conference on “Information Technologies and Communications”, Reva University, 2024.

S Yuvalatha, Nithyapriya S, S Prabhavathy, R Priyadharshini, S Savitha, S Kayathri, “A Hybrid Model to Predict the Breast Cancer Using Stacking and Bagging Model,” 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC), Tumkur, India, 2023, Pages 1-6, Doi: 10.1109/Icmnwc60182.2023.10436010. 2023.

Pundru Chandra Shaker Reddy, Nithyapriya S, Nipun Sharma, S Maheswari, B Jayaram, Tejaswini Katale, “A Novel Ensemble Deep Learning Framework for Breast Cancer Prediction,” 2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, Pages 1-6, Doi: 10.1109/Icses60034.2023.10465347. 2023.

N Gayathri, H Anandakumar, S Gowri, J Keerthika, Nithyapriya S, “An Analysis of Network Security Attacks and their Mitigation for Cognitive Radio Communication,” 9th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2023, Pages. 2413-2417, Doi: 10.1109/Icaccs57279.2023.10112905.2023.

S Yuvalatha, S Nithyapriya, R T Kuzhali, S Savitha, “Boruta Feature Selection for Prediction of Coronary Artery Disease,” International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE), Chennai, India, 2023, Pages. 1-5, Doi: 10.1109/Rmkmate59243.2023.10369394.2023.

Nithyapriya S, Keerthika J, Tamizh Kuzhali R, Saranya M D, Revathi P, Daniya T, “Meta Learning Based Pneumonia Detection Using Stacking Ensemble of Cnn Snapshots”, 2022 Ieee North Karnataka Subsection Flagship International Conference (NKCON), Vijaypur, India,, Pages: 1-6, Doi: 10.1109/Nkcon56289.2022.10126658. 2022.

Nithyapriya S, “Heart Disease Prediction Using Data Mining Technique”, International Scientific Refereed Research Journal, Volume 2 , Issue 2 , ISSN : 2581- 6306, 2019.

Nithyapriya S,“Selecting Seed URL of Focused Crawler by Clustering User Interest Ontology”, International Journal of Applied Engineering Research [IJAER], Volume 10, Number 41 , Special Issues, Pages: 30513-30516, 2015.

Nithyapriya S, “A Survey on Focused Crawler for Seed URL Selection”, International Journal of Advanced Information and Communication Technology [IJAICT], Volume 1, Issue 8, Pages 698- 701, 2015.

S.No.	Title	Date	Reg.No.	Status	Level	Funding
1	NLP BASED VOCABULARY PRONUNCIATION ACCURACY ENHANCEMENT	13.03.2024	202441018049	Filed	National	Self
2	ATTENDANCE MONITORING SYSTEM WITH FACE RECOGNITION ,IRIS, MASK AND BODY TEMPERATURE DETECTION	14.02.2022	202241007691	Filed	National	Self

S.No.	Membership Number	Membership Body	Year	Duration
1	285155	International Association for Engineers	2021	Life Time