Journal Publications

“A Regularization based simple shallow perceptron network for detection of fake news in social networks”, Multimedia Tools and Applications, URL: https://doi.org/10.1007/s11042-024-18320-x, Springer, February 2024

 “A Shallow-based Neural Network model for Fake News Detection Social Networks” in International Journal of Information and Computer Security, August 2023

“Deep Learning Method for Multiple Diabetic Prediction from Retinal Images”, Journal of Foundational Research, ISSN:2395-5635 Vol XXXI, No.2(H), June 2023

“Attention-based Deep Learning Models for Detection of Fake News in Social Networks” in International Journal of Cognitive Informatics and Natural Intelligence, Volume:15, Issue:4, October 2021

“Diabetic Retinopathy Analysis using Machine Learning” in Turkish Journal of Computer and Mathematics Education, Vol 12 No.9, April 2021

“A Comparative Study on Survey for Diabetic Retinopathy Analysis” in Wesleyan Journal of Research, ISSN 0975 – 1386 Vol 29 No.1, April 2021

“An Efficient Techniques to Predict Crimes in Smart Cities using SVM and CNN- A survey” in International Journal of Analytical and Experimental Modal Analysis, (ISSN:0886-9367), Vol 12, No. 6, June 2020

“IoT-Based Patient Monitoring System for Predicting Dengue Fever-A survey” in International Journal of Analytical and Experimental Modal Analysis, ISSN:0886-9367, Vol 12, No. 6, June 2020

“A Comparative study and analysis on Crime Predictions based on SVM and CNN for Smart Cities” in Studies in Indian Place Names, ISSN 2394-3114, Vol 40, No. 60, March 2020

“Patient Monitoring System using IoT for identifying and predicting the Dengue Fever” in Studies in Indian Places, ISSN: 2394-3114 Vol 40, No. 60, March 2020 

“Device Fault Finder and Device Controlling using IoT: A Review” in International Journal of Research and Analytical Reviews, February 2019

“Intelligent and Secure Smart Vehicle for Effortless Driving using IoT” in International Journal of Research and Analytical Reviews, February 2019

“Automatic Device Fault Diagnosis Using Artificial Intelligence in IoT”, in International Journal for Research in Engineering Application & Management (IJREAM), October 2018

“Intelligence Warehouse for Grain Processing”, in International Journal of Trend in Research and Development (IJTRD), ISSN 2394-933, September 2016

“A Profile Based User Customizable Privacy Preserving Web Search” in International Journal of Computer Science, Vol 3, No. 1, February 2015

International and National Conferences

“Multisentimental Analysis for Depression Detection using Deep Learning” in the 4th International Conference on Artificial Intelligence, 5G Communications and Network Technologies (ICA5NT 2024) at Velammal Institute of Technology on 21 & 22, March 2024

“Multi Feature Fusion for Speech Emotion Recognition” in the Third International Conference on Artificial Intelligence and Smart Computing” (ICAISC 2023) at Bannari Amman Institute of Technology, Sathyamangalam held on 9th to 11th March 2023

“Fake News Detection using Deep Learning” in the Third International Conference on Artificial Intelligence and Smart Computing” (ICAISC 2023) at Bannari Amman Institute of Technology, Sathyamangalam held on 9th to 11th March 2023

“A Comparative Study on Aspects Level Drug Reviews using Back Propagation Neural Networks” in the International Conference on Artificial Intelligence and Smart Computing(ICAISC-2022) at Bannari Amman Institute of Technology, Sathyamangalam held on 11th and 12th March 2022

“Diabetic Retinopathy Analysis using Machine Learning” in the National Conference on Intelligent Computing and Automation –INSTRUVISION’21 at Kamaraj College of Engineering, Madurai held on 9th April 2021       

 “Performance of Optimization Algorithms in Attention based deep Learning Model for Fake News Detection System”  in the International Conference on Computational Intelligence (ICCI 2020) at IIT, Pune held on 12th and 13th December 2020

“An Efficient Technique to predict Crimes in Smart Cities using SVM & CNN” in the International Conference on  Advanced Technologies in Power and Robotics Engineering (IconPOWEROBO-’20) at Arasu Engineering College, Kumbakonam held on  20th and 21st February 2020

“IoT based Patient Monitoring System for Predicting Dengue Fever” in the International Conference on  Advanced Technologies in Power and Robotics Engineering (IconPOWEROBO-’20) at Arasu Engineering College, Kumbakonam held on  20th and 21st February 2020

“Implementation of AI and IoT for Fault Detection System” in the International Conference on Newer Engineering Concepts & Technology-2k18(ICONNECT-2K18) at K.Ramakrishnan College of Technology, Trichy held on  15th and 16th March 2019

“Smart Vehicle for Effortless driving using IoT” in the International Conference on Newer Engineering Concepts & Technology-2k18(ICONNECT-2K18) at K.Ramakrishnan College of Technology, Trichy held on  15th and 16th March 2019

“Event Detection Based Interactive Communication Social Media using Temporal Analysis” in the National Conference on Advanced Communication, Computing and Power Systems (NCACCPS 219) at St. Joseph’s College of Engineering and Technology, Thanjavur held on 9th March 2019

“Overview of Sentimental Analysis of Social Media” in the International Conference on Newer Engineering Concepts & Technology-2k18(ICONNECT-2K18) K.Ramakrishnan College of Technology, Trichy held on  24h March 2018

“Monitoring and Analysing of Massive Data in MCN” in the National Conference on Advanced Communication, Computing and Power Systems (NCACCPS 2K18) at St. Joseph’s College of Engineering and Technology, Thanjavur held on 23rd March 2018

“Clustering of Electricity Consumption of Big Data Applications” in the National Conference on High Performance Computing(NCHPC’18) at Kings College of Engineering, Thanjavur held on 21st  March 2018

“Analysing the Performance of Twitter Data with R” in the International Conference on Information Technology(ICIT-2K18) at ARM College of Engineering and Technology, Chennai held on 3rd and 4th Mar 2018

“Drying the Moisture Grains in Intelligence Warehouse” in the National Conference on Innovation in Computing and Communication Technology at Kongunadu College of Engineering & Technology, Trichy held on 25th Mar 2016

“Smart Home control via Smart Phone Android ADL” in the National Conference on (NCRII-2014) at PSN College of Engineering & Technology, Tirunelveli held on 28th Mar 2014.

“Real Coded Ant Colony Optimization” in the National Conference on Information Science & Engineering (NCISE-2013) at PSN College of Engineering & Technology, Tirunelveli held on 8th April 2013

“Ranked Keyword Search Over outsourced cloud data using RSSE and OPSE Mapping Techniques” in the National Conference at PRIST University, Thanjavur held on 12th October 2012

“Automatic Fertilizer Spraying Machine” in the National Conference on Recent Trends in Intelligent Computing and Image Processing (NCRII-2012) at Bhajarang Engineering College, Chennai held on 22nd September 2012

“Link Failure Detection and Self Reconfiguration in Wireless Sensor Networks” in the National Conference on Information Science & Engineering (NCISE-2012) at PSN College of Engineering & Technology, Tirunelveli held on 21st March 2012

“Weather Report Calculation Using Suffix Trees” in the International Conference on Futuristic Trends in Electronics Engineering (ICFTEE 2012) at Thiruvalluvar College of Engineering & Technology, Vandavasi held on 28th& 29th January 2012

“An Architecture for an Intrusion-Tolerant Web Servers” in the National Conference on Information Systems, Technology and its Applications at A.V.C College of Engineering, Mayiladuthurai held on 9th October 2009

Books/Book Chapters Published

“Performance of Optimization Algorithms in Attention based deep Learning Model for Fake News Detection System” published in Algorithms for Intelligent Systems (AIS Book Series) by Springer Publications, 2021.

“Android App Development for Beginners” published by Periyar Maniammai Institute of Science & Technology Publications, Thanjavur, ISBN 978-81-945211-3-6, 2020

Patents

Patent Application No. 202241023349, “Design and construction of a smart home system with Labview” published on 06/05/2022

Patent Application no: 202141016995, “IoT Based Warehouse Safeguard System for Harvested Agricultural Crops”, published on 23/04/2021.

Best Paper award for the paper titled “Multi Sentimental Analysis for Depression Detection using Deep Learning” at 4th International Conference on Artificial Intelligence, 5G Communications and Network Technologies (ICA5NT 2024), Velammal Institute of Technology, 2024

Top Performing mentor in 12 weeks online NPTEL course on “The Joy Computing using Python”, 2023

Active Member Award in SKI NSLV9 MANIAMMAIYAR SAT and “All Women Team to Launch a Balloon Satellite, recorded in Asia Book of Records, Periyar Maniammai Institute of Science and Technology, Thanjavur, 2019

Best User award in Library at Periyar Maniammai Institute of Science and Technology, Thanjavur, 2018

Best Teacher Award, Periyar Maniammai Institute of Science and Technology, Thanjavur, 2013

Organized

Organized IBM- “Artificial Intelligence” under CSR – COE for Youth Empowerment at PMIST in association with ICT Academy during 24-29 March 2025

Organized One Week  ICT Academy Sponsored one week FDP on “Data Analytics using Python” at PMIST      during 19-23 August 2024

Organized 120 hours training programme on “AWS-Cloud” under Honeywell CSR – COE for Women Empowerment at PMIST in association with ICT Academy during 18 October-10 November 2023

Organized Atos- “Power BI training” under CSR – COE for Youth Empowerment at PMIST in association with ICT Academy during 21 August-8 September 2023

One Week  CSI Sponsored one week FDP on “Data Science” at PMIST      during 24-28 August 2021

Participated

ICT Academy-One week FDP on “Data Analytics using Python at PMIST during 19-23 August, 2024.

One-week workshop on “Course Design in OBE and NBA Framework” at IISC, Bangalore during 20-24 May 2024

ICT Academy One week FDP on “Robotic Process Automation Associate(UiPath)” at PMIST during 24-28 April 2023

AICTE –ATAL FDP on “Data Science” at IIT, Pune (Online Mode) during 20-24 December 2021

AICTE –ATAL FDP on “Data Science” at G L Bajaj Institute of Technology & Management, New Delhi (Online Mode) during 16-20 August 2021

AICTE –ATAL FDP on “Machine Learning and its Application” at Dr. Harisingh Gour University, M.P(Online Mode) during 21-25 June 2021

Spoken Tutorial IIT, Bombay One-week FDP on “PHP & MySQL” at B.M.S College for Women, Bengaluru (Online Mode) during 17-21 June 2020

AICTE –ATAL FDP on “Data Science” at IIIT, Tiruchirappalli during 14-18 December 2020

AICTE –ATAL FDP on “Artificial Intelligence” at Sri Sairam Engineering College (Online Mode) during 7-12 December 2020

One week ISTE workshop on “Pedagogy for online and Blended Teaching-Learning Process” at IIT, Bombay (Online Mode) during 3-30 May 2018

One week FDP on “Artificial Intelligence using Deep Learning & Machine Learning” at NIT, Trichy during 26-30 November 2018

One week ISTE workshop on “Foundation Program in ICT for Education” at IIT, Bombay (Online Mode) during 8-12 April 2018

Training Programme on “Six Sigma” at NIT, Tiruchirappalli during 24-28 July 2017

One week FDP on “Data Analytics Concepts and Techniques for Business Intelligence” at NIT, Tiruchirappalli during 8-13 August 2016

One week ISTE workshop on “Introduction to Design of Algorithms” at IIT, Kharagpur (Online Mode) during 27 April-30 May 2015

One week ISTE workshop on “Cyber Security” organized by IIT, Bombay (Online Mode) during 10-20 July 2014

One week ISTE workshop on “Signals and Systems” at IIT, Kharagpur (Online Mode) during 2-12 January 2014

One week ISTE workshop on “Software Development Techniques for Teachers of Engineering and Science Institutes” at IIT, Bombay (Online Mode) during 5-14 December 2010

One week ISTE workshop on “Database Management Systems” at IIT, Bombay (Online Mode) during 13-23 December 2010

One week ISTE workshop on “Effective teaching/learning of Computer Programming” at IIT, Bombay (Online Mode) during 14-24 December 2009

Assistant Professor(SS) at Periyar Maniammai Institute of Science and Technology, Thanjavur, Tamil Nadu from 22.06.2009  to 31.05.2025 (15 Y 11 M)

Lecturer at Kings College of Engineering, Pudukkottai, Tamil Nadu from 21.08.2006 to 31.07.2007 (1 Y )

Indian Society for Technical Education(ISTE), Life Member, 2011

Received Rs. 25,000/- and completed a seed money project titled “IoT-Based Warehouse Safeguard System for Harvested Agricultural Crops” funded by Periyar Maniammai Institute of Science and Technology, Thanjavur.