JOURNALS

❖ “Cognitive Skill Measurement of Student Using Support Vector Machine” published in JETIR - UGC journal, E-ISSN : 2349-5162, Vol.-6, Issue-1, Jan 2019.

❖ “Analyzing Cognitive Factor to Enhance Student Performance using Deep Learning Technique” published in  IJCSE - UGC journal, E-ISSN: 2347-2693, Vol.-7, Issue-3, March 2019.

❖ “Application of Machine Learning Algorithm for Predicting Students Skill” published in  IJCSE - UGC journal, E-ISSN   : 2347-2693, Vol.-7, Issue-3, March 2019.

❖ “Spam Tweets Detection in Tamilnadu: A Machine Learning Approach” published in International Journal of Application or Innovation in Engineering & Management (IJAIEM), ISSN : 2319 – 4847, Vol 11, Issue 11, Nov 2022.

❖ “Development of Hybrid Cognitive Security Managers on Improved Multilayer CFA Feed Forward Neural Network to Improve the Security on Wireless Networks”, published in International Journal of Computer Networks and Applications (IJCNA), ISSN: 2395-0455, Vol 11, Issue 03, June 2024.

❖ “Advanced Human Activity Recognition: Leveraging Adaptive Neural Networks and Diverse Machine Learning Algorithm on IOT Data”, published in Fuzzy Systems and Soft Computing, ISSN: 1819 – 4362, Vol 19, Issue 02, July 2024.

❖ Advanced prediction and classification of pulmonary emphysema in COPD using deep graph convolutional neural network with improved weighted quantum ant bee optimization for CT-based diagnosis” Iran Journal of Computer Science, (May 2025) https://doi.org/10.1007/s42044-025-00276-2 (Scopus Indexed)

BOOKS PUBLISHED

Name :“Programming in .net”

Publisher :TiSSL Publication

ISBN No : 978-93-0132-06-8

Year : 2018

Name :“Python for Data Science”

Publisher : Leilani Katie

ISBN No : 978-81-970594-6-9

Year : 2024

 

PATENTS

Patent Application No. 403720-001, “IOT Based Freshwater Microplastic Detection Device” filed on 03.01.2024, by Mr. Rayavarapu Bhavani Sankar,  Mr. Pramod Kumar.Mr.Sojomon Mathew, Dr.K.Kanagalakshmi , Dr.S. Senthil Kumar, Dr.J.Suganya.

Patent Application No.202441038405 A “Optimizing Hospital Asset Management Using IOT” filed on :16/05/2024 and published on: 24/05/2024 by Dr.Joshua Daniel Egan.L, C.R.Surekha, Dr.J.Suganya, Dr.S.Priya, Dr. Yuvaraj.S

Patent Application No. 202241057079, “A Threat Detection System for Protecting A  Device against A Cyber – Attack And Method Thereof” Published on 14.10.2022

Patent Application No. 2022/10667, “A Smart Computer Software System to Identify” Published on 27.09.2022.

Received Best Performer Award for the year 2022-2023 at A.D.M College for Women (Autonomous), Nagapattinam.

Received “Mahatma Gandhi Memorial Award – 2025” from INDIAN RESEARCH AND INNOVATION PROFESSIONALS ASSOCIATION (IRIPA) 2025.

Successfully completed NPTEL online certification on Python for Data Science.

Successfully completed MOOC online certification course on Data Processing

Successfully completed MOOC online certification course on Angular.

List of Paper Presentation

Dr.J.Suganya, “Designing Cloaking wall model by using Cloud” In International Conference on Engineering, Medicine, Management, Arts and Sciences (ICEMMA-2025) .

Dr.J.Suganya,  presented a paper entitled “Machine Learning-Based Skin Disease Detection and Classification: An Automated Approach” at International Conference on Computing Communication & Sustainable Energy System on 5th April 2024.

Dr.J.Suganya, Assistant Professor, SRM Institute of Science and Technology, Trichy has presented a paper entitled Digital Signature and Certification by Cryptography Techniques in the International Conference on Recent Trends Engineering And Management (RTEM 2024) organised by New Research and Innovation Society held on 18, 20 & 21, April 2024.

“Evaluation of students performance in e-learning systems using data mining techniques” published in National Level Indexed journal at Bons Secures College for Women on Oct – 2016.

Participated

Recent Trends – Ontology, National Level workshop Conducted by  A.V.V.M Sri Pushpam College, Poondi on Oct – 2010.

 Emerging Tools, National Level Conducted by Bharathidasan University Constituent College For Women, Orathanadu on August – 2016.

INDO-CHINA joint Seminar on “Signal & Image Processing for Disaster Management” organized by SASTRA University, Thanjavur on 8th February 2017.

National Workshop on “Sentimental Mining & R Programming” organized by Bon Secours College for Women, Thanjavur, on 29th & 30th August 2017.

One Day National Seminar on “Research Trends in Information Technology” at Sengamala Thayaar Educational Trust Women’s College, Mannargudi on 20th September 2017.

International Workshop on “World Classs Curriculum Design for Computer Science with Research Aspects” organized by Bharathidasan University on 15th November 2017.

One Day National Seminar on “Data Mining with Machine Learning” at Sengamala Thayaar Educational Trust Women’s College, on 29th Jan. 2019.

One day Seminar on “NAAC – Overview & Functioning of IQAC” at A.D.M College for Women, Nagapattinam on 15th February 2020.

One Day Seminar on “Teaching Learning and Evaluation Strategies : Towards Better NAAC Grading” at TBML College, Porayar on 29th Feb,2020.

UGC Sponsored Two Day National Seminar on “Current Needs of Marine Food Processing and Preservation Technology” at A.D.M College for Women, Nagapattinam on 13-14th March 2020.

One day workshop on “Training of Mentors”, conducted by Jade Training Resources on 23rd January 2021. 

National Workshop on “Public Financial Management System and Emphasis on EAT Module”, at Annamalai University, Annamalai nagar on 23rd and 24th April 2021. 

TANSCHE Sponsored One Day International Conference on “Disability Studies in Indian English Fiction” at A.D.M College for Women (Autonomous), Nagapattinam on 25th March 2022.

State Level Workshop on “Preservation and Conservation of Digitization Techniques of Books, Archives and Museum”, at A.D.M College for Women (Autonomous), Nagapattinam on 11th August 2022.

One Day Webinar on “Impact Lecture Series”, at A.D.M College for Women (Autonomous), Nagapattinam on 14th July 2022.

State Level Workshop on “Patent Drafting and Filing”, at A.D.M College for Women (Autonomous), Nagapattinam on 29th October 2022.

Training Program on “National Intellectual Property Awareness Mission”, organized by Intellectual Property Office on 29th October 2022.

Training Received

Two Day Faculty Development Program Programme on “English Communication and Classroom Management” by Jade Training Resources on 13th and 14th August 2019.

Online Faculty Development Programme on “Applications of Machine Learning in Modern Cloud Era”, at Periyar Maniammai Institute of Science and Technology, Vallam from 28.10.2022 to 03.11.2022.

National level Faculty Development Programme on “Recent Research Convergence in Artificial Intelligence and Internet of Things” at Bon Secours College for Women on 21.11.2022 to 25.11.2022.

Five days online FDP on “Recent Trends in Information Technology” at Sri Muthukumaran Arts and Science College, Chennai on 6th to 10th March 2023.

Six Days Faculty Development Programme on “Enhancing the Research Papers and Usage of Research Tools” at Periyar Maniammai Institute of Science and Technology from 6th March 2023 to 11th March 2023.

Five Day FDP on “Applications of Machine Learning and Data Analysis in Health Care, Engineering and Finance”, Vellore Institute of Technology, Chennai on March 15th to 19th 2023.

Participated In FDP

Participated in a 4 weeks FDP on “Python for Data Science” Organized by NPTEL-AICTE on Feb 2025.

Participated in AICTE Training And Learning (ATAL) Academy Faculty Development Program on “Smart City Infrastructure: Integrating IOT, AI And Renewable Energy For Sustainable Urban Development”, Organized by VELS Institute of Science Technology and Advanced Studies from 20/01/2025 to 25/01/2025.

Participated in online International Webinar on “AI for Net-zero Systems”, Organized by School of Computer Science & Engineering and School of Information Science in association with Cardiff Metropolitan University, Wales, United Kingdom, on 17ᵗʰ July 2024.

Participated in Two Weeks International Virtual Professional Development Programme on “Demystifying Generative Artificial Intelligence Use Cases” And Applications organized by the Department of Computer Science and Applications, SRM Institute of Science and Technology, Ramapuram Campus from 08/08/2024 to 22/08/2024.

Participated in NEP 2020 Orientation & Sensitization Programme under Malaviya Mission Teacher Training Programme (MM-TTP) of University Grants Commission (UGC) Organized by UGC-MM TTC (GAD-MM TTC), Sri Guru Tegh Bahadur Khalsa College, University of Delhi from 16th to 26th July 2024.

Participated in Two Weeks Faculty Induction Program 2024 organized by SRMIST, Tiruchirappalli Campus, Tiruchirappalli, Tamilnadu during 24 June – 09 July 2024.

Participated in One Week Faculty Development Programme on "Deep Learning and IOT Driven Smart Applications" organized by Department of Computer Science and Engineering, MLRIT from 24th – 29th June, 2024.

Participated in 5-Day Virtual International FDP on Emerging Frontiers in Generative AI and Deep Learning from 24.11.2025 to 28.11.2025.

Participated in the NPTEL E-Awareness workshop on May 24, 2024.

Participated in 5 Days Faculty Development Program on ‘Effect of Generative AI in Modern Research and Industry’, organized by Department of Computer Science, Sister Nivedita University, conducted from 29th April 2024 – 3rd May 2024.”

Participated in One Week Faculty Development Programme (Online) on ‘Deep Learning Techniques for Social Media Analytics’, at Kongu Engineering College held from 15.04.2024 to 20.04.2024.”

Organized Workshop/FDP

Organized a Five Days FDP on “Academic and Research Competency Enhancement Programme (ARCEP) at SRM Institute of Science and Technology, during 16th June 2025 to 20th June 2025.

Organized a Workshop on “AI Unleashed: A Workshop on NLP and Neural Networks at SRM Institute of Science and Technology , on 1.10.2024

Organized a two-day bridge course titled “Code Unlocked: Your Gateway to Innovation” on the 4th and 5th of August 2025.

Assistant Professor, Department of Computer Science, A.V.V.M Sri Pushpam College(Autonomous), Poondi, Tamilnadu (July 2009 – April 2019)

Assistant Professor, Department of Computer Science, A.D.M College for Women(Autonomous), Nagapattinam,Tamilnadu (June 2019 – August 2023)

Assistant Professor, Department of Computer Science, SRM Institute of Science and Technology, Trichy, Tamilnadu (September 2023 –  Till Date)

Life time membership in DK International Research Foundation from 2023.

Life time membership in IAENG International Association of Engineers from 2023.