Dr Padmashree A - Bannari Amman Institute of Technology

Smart India Hackathon 2025, 08th to 12th December 2025

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Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	25.08.2020
Engineering	KPR Institute of Engineering and Technology	09.06.2014	30.04.2019	4 Year(s) & 10 Month(s)
Engineering	Angel College of Engineering and Technology	08.06.2011	27.12.2012	1 Year & 6 Month(s)
Engineering	Maharaja Engineering College	17.06.2005	31.08.2009	4 Year(s) & 2 Month(s)

Degree	Specialization	Institute	University	Year of Passing
B.E	Computer Science and Engineering	Tamilnadu College of Engineering	Anna University, Chennai	2005
M.E	Computer Science and Engineering	MIET Engineering College	Anna University, Tiruchirappalli	2011
Ph.D	Information and Communication Engineering	Dr. N.G.P. Institute of Technology, Coimbatore	Anna University, Chennai	2023

S.No.	Subject Area
1	Machine Learning
2	Deep Learning

Therasa M, Padmashree A, Jeeva J A R, et al., “Brain Tumor Classification Using Dynamic Path-Controllable Deep Unfolding Network Optimized Using Duck Swarm Algorithm”, Biomedical Materials & Devices, 2025, DOI: 10.1007/s44174-025-00505-z.

Padmashree A, Sankar P, Ahmad Alkhayyat, Elangovan Muniyandy, ” A novel similarity navigated graph neural networks and crayfish optimization algorithm for accurate brain tumor detection”, ” Research on Biomedical Engineering”,Volume No. 41,Issue No. 31 (2025), https://doi.org/10.1007/s42600-025-00411-9.

Padmashree A, Krishnamoorthi, I Moses Regan, A Sujith, “Comparative Analysis of Yield Prediction of Primary Crops in India Based on Regression Models” , 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, Pages. 1-6, doi: 10.1109/ICAIT61638.2024.10690653.

P Pakutharivu, P Mahalakshmi, B P Saoji, A Padmashree, R Thiagarajan, S Arun, “IIoTHRT: Experimental Analysis of Heart Rate Tracking Methodology Using Intelligent Sensors and Internet of Things Assistance”, 2024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, India, 2024, Pages. 418-423, DOI: 10.1109/ICSCSS60660.2024.10625145.

Padmashree A, Krishnamoorthi M, “Decision Tree with Pearson Correlation-Based Recursive Feature Elimination Model for Attack Detection in IOT Environment” , Information Technology and Control, Vol. 51, Issue-4,Pages. 771-785, 2022.

Padmashree A, Krishnamoorthi M, “Comparative Analysis of DOS Attack Detection in KDD Cup99 Using Machine Learning Classifier Algorithms” ,IEEE Explore, 2022.

Jeevanantham M , Dev Anand S , Pranav Anand V , Kishore R , Padmashree A, Tharani Priya R, “Blockchain Based Security Preserving Framework for Healthcare4.0 Using Hyperledger Fabric” , Gradiva Review Journal, Vol-8, Issue-8, Pages-530, 2022.

Padmashree, Yuvalatha S, Shobika St, Tharani Priya R, “Clustering Attacker Activities in IOT Data Through Unsupervised Learning Techniques” , Journal of Xidian University, Vol-16, Issue-5, Pages-510, 2022.

Latha R Jasmine Joy.J , Padmashree A, Karunambika.S, “Survey on Clustering Attacker Activities in IOT Data Through Machine Learning Techniques”, International Journal of Advance Research , Ideas and Innovations in Technology, Vol.5, Issue 1, Pages 355-359, 2019.

G Arthi, B Kiruthika , R Kiruthika, A Padmashree, “Efficient Search of Data in Cloud Computing Using Cumulative Key”, – International Journal of Science Technology & Engineering, Vol.2, Issue 9, 2016.

A Padmashree, N Prasath, “Enabling Data Storage on Fog-An Attempt Towards IOT”, “Lecture Notes on Data Engineering and Communications Technologies” , Pages 885-893, 2018.

A Padmashree, S Shanthi, “A Study of Cryptanalysis System in Grid Computing”, International Journal of Electronics, Electrical and Computational System,ISSN 2348-117x, Vol 4, Issue 12, 2015.

S Shanthi, A Padmashree, “Hdv Platooning with Minimized Communication Delay in Vanet”, Ciit International Journal of Wireless Communication, Vol 7, No.10, 2015.

M Sasitharagai, A Padmashree, T Dhanalakshmi, S Gowri, Padmashree A, “Dynamic Resource Management in Large Cloud Environments Using Distributed Gossip Protocol” , International Journal of Computer and Communication Technology, Vol-7, Issue-4, 2012.

Padmashree A, Dr Krishnamoorthi M, “Comparative Analysis of Yield Prediction of Primary Crops in India Based on Regression Models”, Second IEEE Conference on “Advances in Information Technology”, Adichunchanagiri institute of Technology, Chikkamangaluru, 2024.

Padmashree A, “Lawchat-the Rise of Conversational AI” “Second International Conference on Renewable and Sustainable Energy Technologies”, BIT, 2024.

Padmashree A, “Predict Students Performance From Gameplay”, International Conference on “Advanced Techniques in Communication, Networking and Automation (ICATCNA-23)”, Arasu Engineering College, Kumbakonam, 2023-09-26.

Padmashree A, “Cloud Based Multi-Vendor E-Commerce Platform”, International Conference on “Advanced Techniques in Communication, Networking and Automation”, Arasu Engineering College, Chennai, 2023.

Padmashree A, “Intrusion Detection using 1d- Convolutional Neural Network Model For Iot Applications”, Third International Conference on “Artificial Intelligence & Smart Computing (ICAISC 2023)”, BIT, 2023.

Padmashree A, “Blockchain Based Security Preserving Framework For Healthcare 4.0 using Hyperledger Fabric”, International Conference on “Multidisciplinary Perspective In Engineering, Science, Social and Management”, International Institute of Research In Multidisciplinary – Skill Developmnt Trus, Andhra Pradesh, 2022.

Padmashree A, “Comparative Analysis of Dos Attack Detection In KDD Cup99 using Machine Learning Classifier Algorithms”, Second International Conference on “Artificial Intelligence & Smart Computing” BIT, 2022.

Padmashree A, “Deep Cnn Model For Attack Detection In Iot Devices using Ton Iot Dataset”, International Conference on “Recent Advances In Electrical, Electronics and Communication Networks”, Hindusthan Institute of Technology, 2022.

Padmashree A,Dr. M.Krishnamoorthi, “Comparative Analysis of Dos Attack Detection In KDD Cup99 using Machine Learning Classifier Algorithms”, Second International Conference on “Artificial Intelligence & Smart Computing” BIT, 2022.

Padmashree A, Rupashini PR, “Crowd Monitoring in Public Transport using IR Sensor”, International Conference on Artificial Intelligence and Smart Computing(ICAISC-2020), BIT, 2020

Rupashini PR, Padmashree A, “Air and Sound Pollution Monitoring System using IoT “, International Conference on Artificial Intelligence and Smart Computing(ICAISC-2020), BIT, 2020

S.No.	Title	Date	Reg.No.	Status	Level	Funding
1	AI INTERACTIVE DISPLAY DEVICE	08.08.2024	421547-001	Granted	National	Self
2	DETECTION OF SLEEP PARALYSIS USING CNN AND LSTM	12.11.2023	202341084187	Filed	National	Self
3	YOLOV7 BASED VEGETABLE MONITORING AND PESTICIDE CONTROL SYSTEM	08.03.2024	202441015743	Filed	National	Self
4	AI-POWERED VIRTUAL ASSISTANT FOR PREDICTING HOUSING PRICE	23.03.2023	202341020404	Filed	National	Self
5	DISCOVERING AN APPLICATION TO SHARE AND SAVE THE INTERNET DATA	28.09.2022	202241055617	Filed	National	Self
6	E-SIGNATURE VERIFICATION	29.08.2022	202241049168	Filed	National	Self
7	TRACKING MADE EASY	26.08.2022	2202241048747	Filed	National	Self
8	A METHOD TO RECYCLE FACE MASKS INTO SANITARY PADS BY SANITIZING AND SHREDDING	10.03.2022	202241012982	Filed	National	Self
9	A METHOD TO PREDICT THE NEED FOR BOOSTER DOSE VACCINE OF COVID-19 FOR A PERSON USING MACHINE LEARNING ALGORITHMS	22.02.2022	202241009282	Filed	National	Self

S No.	Title	Author	Publication	Year / Month
1	Robotic Process Automation in COVID-19	P.Naveena, T.Pradeepika, V.Priyadharshini, A.Padmashree	Taylor & Francis	2022