Dr SUGANTHI J
ME, PhD
ASSOCIATE PROFESSOR
ME, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | A Comparative Analysis of L1, L2, and L1L2 Regularisation Techniques in Neural Networks for Image Classification | International Journal of Engineering Trends and Technology (IJETT) / 73 / 10 / 107 - 116 | 2349-0918 | 01-Dec-2025 |
| 2 | Navigating green synthesized metal-based nanoparticles as anti-inflammatory agent ? Comprehensive review | International Journal of Pharmaceutics / 670 / 7 / 870 - 881 | 0378-5173 | 01-Jan-2025 |
| 3 | Modified Bat Algorithm for Feature Selection with the Wisconsin Diagnosis Breast Cancer (WDBC) Dataset | Asian Pacific Journal of Cancer Prevention / 18 (5) / / 1257 - 1264 | 1513-7368 | 01-May-2017 |
| 4 | Naïve Bayes Classifier with Parallel Abduction Reasoning Ensemble Principal Component Analysis for Prediction Modeling | Proceddings - Contemporary Computing and Communications (InC4), IEEE International Conference on / 13(10) / / 6707 - 6710 | 1546-1963 | 09-Oct-2016 |
| 5 | Fuzzy based Feature Selection Scheme through Transductive SVM Technique for Cancer Pattern Classification and Prediction | Indian Journal of Science and Technology / / / 1 - 7 | 0974-5645 | 18-Apr-2016 |
Blog
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Proceedings of 2025 International Conference on Emerging Trends in Industry 4.0 Technologies | DEEPA S,EVANGILIN K,SUGANTHI J,RASHMI SIDDALINGAPPA,IEEE | 979-8-3315-0697-1 | / |
| 2 | Advances in Computational Intelligence for Health Informatics and Computer-Aided Diagnosis | SUGANTHI J,MUTHUMARI S,NAGARAJAN B,MAHIL ET. AL. | 9781003484233 | / |
| 3 | RF-TSVM: Random Forest-Based Transductive Support Vector Machine for Classification and Prediction of Cancer Patterns | SUGANTHI J,MUTHUMARI S,CASTRO S,ANUSHIYA R | 978-981-97-5230-0 | / |
| 4 | Lecture Notes in Electrical Engineering | SUGANTHI J, S. MUTHUMARI,S. CASTRO,R. ANUSHIYA,ANURADHA TOMAR ET. AL. | 978-981-97-5230-0 | / |
| 5 | 2nd IEEE International Conference on Networks, Multimedia and Information Technology, | JAYAPRIYA J,VINAY M,DEEPA S,KALPANA P,SUGANTHI J,LOVELINE ZEEMA J,IEEE | 979-8-3503-7289-2 | / |
| 6 | Inventive Communication and Computational Technologies | SUGANTHI J,S. MUTHUMARI,G. SANGEETHA,S. VENKATA LAKSHMI,RANGANATHAN,G., PAPAKOSTAS,G.A. ROCHA | / | |
| 7 | Machine Learning for Healthcare Systems | SUGANTHI J,S. CASTRO,P. MEENA KUMARI,S. MUTHUMARI,TAYLOR & FRANCIS - RIVER PUBLISHERS | 9781003438816 | / |
| 8 | 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) | SUGANTHI J,J. DAFNI ROSE,V.S.PRABHAKARRAN,S.MUTHUMARI,DR. SANDEEP KUMAR | 979-8-3503-3577-4 | / |
| 9 | 2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) | SUGANTHI J,SEKAR K ,SUGANYA DEVI K ,DHEEPA T,CHAIR,SILCHAR, INDIA | 979-8-3503-9939-4 | / |
| 10 | Advances in Parallel Computing Algorithms, Tools and Paradigms | SUGANTHI J,NAGARAJAN B,MUTHUMARI S,HEMANTH D | 978-1-64368-314-0 | / |
| 11 | Lecture Notes on Data Engineering and Communications Technologies | SUGANTHI J,MALA ,NAGARAJAN,SANGEETHA,LIM, HASSAN II UNIVERSITY, MOHAMMEDIA, MOROCCO | 978-3-030-90617-7 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | International Conference on Intelligent Communication Networks and Computational Techniques - ICICNCT - 2025 | Conference | Hybrid Semantic Evaluation of Student Answers using Rule matching and BERT Embeddings | Presenter) | Guru Nanak Dev Engineering College, Bidar | 04/09/2025 |
| 2 | ICETI4T 2025 | Conference | Comparative Analysis of Machine Learning Models and Interpolation Techniques for Seasonal Rainfall prediction in Tamilnadu | Presenter) | SIES Graduate School of Technology, Navu Mumbai | 06/06/2025 |
| 3 | ICACTEA-20225 | Conference | AI powered Brain Tumor Imaging: Precision & Innovation | Presenter) | Aditya University | 04/04/2025 |
| 4 | One Day International Conference on 'Convergence of Knowledge & New Frontiers' | Conference | A Review of Covid'19 Detection with Deep learning | Presenter) | G. Venkataswamy Naidu College, Tamilnadu | 07/03/2025 |
| 5 | ICSSR - One day International Seminar on ' Cyberpath to Viksit Bharath @ 2047: Building a safe Digital future | Seminar | Participant) | Christ UniversityBengaluru, Yeshwanthpur Campus | 17/02/2025 | |
| 6 | Research conclave | Conference | A comparative Analysis of Block Chain and Large Language Models in enhancing Telehealth Data Security | Presenter) | Siddhartha Academy of Higher Education | 24/01/2025 |
| 7 | COGNOSCO | Conference | Thangam Traders: A Family Business Success Story | Presenter) | Christ UniversityKengeri, Bengaluru | 23/01/2025 |
| 8 | IEEE NMITCON 2024 | Conference | Specialized CNN Architectures for Enhanced image Classification Performance | Presenter) | NITTE Meenakshi Institute of TechnologyBengaluru | 09/08/2024 |
| 9 | One Day International Conference on "Innovations in Computing Science & Technology: Exploring New Perspectives" | Conference | Enhancing Image understanding developing a caption generator with CNN & LSTM | Presenter) | G.Venkataswamy Naidu College (Autonomous), Kovilpatti, TamilnaduKovilpatti, Tamilnadu | 19/03/2024 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Lecture on Theory of Computation & Compilers | NET / SET 2.0 Series | 01/03/2025 | Sri S Ramasamy Naidu College |
| 2 | Public Speaking - Workshop | CAPS - Public Speaking - Workshop | 18/02/2025 | Christ (Deemed to be) University |
| 3 | Unlocking Opportunities: NET/SET & GATE Exam Mastery | 08/02/2025 | Christ (Deemed to be) University | |
| 4 | Leadership Models | Training Session on Leadership Models | 03/09/2024 | Christ (Deemed to be) Uni |
| 5 | Applications of Visualization in NLP, Graph Analytics and IOT | Tech Talk | 23/08/2024 | Christ (Deemed to be) Uni |
| 6 | PDP - Professional Development Session | Faculty Peer Learning | 07/08/2024 | Christ (Deemed to be) University |
| 7 | Orientation on AI | Technical Training | 25/07/2024 | Christ (Deemed to be) University |
| 8 | WIST - Women In Science and Technology | Academic Year Orientation in WIST and Blossoms | 02/07/2024 | Christ (Deemed to be) University |
| 9 | exploring Opportunities in Placements, Internships & Projects for Career Advancements | Placement Training | 01/07/2024 | Christ (Deemed to be) University |
| 10 | Group Discussion | Placement Training | 24/06/2024 | Christ (Deemed to be) University |
| 11 | Seminar on DevOps | Technical Training | 22/06/2024 | Christ (Deemed to be) University |
| 12 | Seminar on NLP & LLMs | NLP & LLMs | 19/06/2024 | Christ (Deemed to be) University |
| 13 | Presentation Skills - Placement Training | Presentation Skills / Placement Training - II Year MDS Orientation | 14/06/2024 | Christ (Deemed to be) University |
| 14 | Seminar Group Discussion - Placement Training | Group Discussion | 06/06/2024 | Christ (Deemed to be) University |
| 15 | Seminar on 'Public Speaking' | Soft Skills Training - Personality Development | 26/03/2024 | Christ (Deemed to be) University. |
| 16 | Skill Enhancement for Women House Keeping Staff on Online Payment Apps & Security | Skill Enhancement | 17/02/2024 | Christ (Deemed to be) University |
| 17 | Personality Development | Soft Skills Training - Personality Development | 13/02/2024 | Christ (Deemed to be) University. |
| 18 | Seminar on 'MCQs Hacks' organised by CAPS along with Department of Computer Science | Dr. Suganthi J | 07/02/2024 | Christ (Deemed to be) University |
| 19 | Neuro Linguistic Programming Techniques - Staff Peer Learning | Peer Learning - Neuro Linguistic Programming Techniques | 29/01/2024 | Christ (Deemed to be) University, Yeshwanthpur Campus |
| 20 | Scope of AI in Cognitive Psychology | Guest Lecture on ' Scope of AI in Cognitive Psychology' | 06/11/2023 | Christ (Deemed to be) University, Yeshwanthpur Campus |
| 21 | Machine Learning | One Day International Level Virtual Seminar | 30/09/2023 | S S Duraisamy Nadar Mariammal College |
| 22 | Guest Lecture on "Cracking Aptitude" | Guest Lecture | 26/08/2023 | Fatima College |
| 23 | Session Talk - Architecture Awakens | 14/07/2023 | Dayananda Sagar College of Arts Science & Commerce |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Digital Pulpit: Exploring the Convergence of Technology and Preaching in Church Practices" | STEPHEN S, SUGANTHI J | Internal | |
| 2 | Application Based Cognitive Training for Young Adults with Neurodevelopmental Disorders (NDD) | DEBALEENA GHOSH, SHERIN P ANTONY,SINI JOSEPH ,SUGANTHI J,DIKSHA BHATTACHARYYA,SNEHA SEBASTIAN | Internal | |
| 3 | Holistic Development of Skill-Based Working Women in Unorganized Sector | SINDHU V , VINAY M,JAYAPRIYA J,SUGANTHI J | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | "Prompt Engineering for ChatGPT" | Coursera for CHRIST University, Vanderbilt University | International | Participant | 24/11/2025 |
| 2 | "Reprogram Your Subconscious Mind" | Department of Mathematics, YPR Campus, | Institutional | Invited Resource Person/Trainer | 17/11/2025 |
| 3 | Start Writing Prompts like a Pro | Coursera for CHRIST University, Google | International | Participant | 12/11/2025 |
| 4 | Coursera course on "Prompt engineering" | Coursera , Google | International | Participant | 15/10/2025 |
| 5 | Recent Trends in Artificial Intelligence- Digital Era | Department of Computer Science in SRM Institute of Science & Technology, SRM Institute of Science & Technology, Chennai | National | Participant | 10/10/2025 |
| 6 | Reprogram your Subconscious Mind' | Christ University, | Invited Resource Person/Trainer | 07/03/2025 | |
| 7 | Linkedin Optimization | CAPS - BYC Campus, | Institutional | Participant | 07/02/2025 |
| 8 | "Drone Data and AI Application in the Area of Research" | Department of Computer Science, BYC Campus, | Institutional | Participant | 08/10/2024 |
| 9 | CAREER GUIDANCE AND COUNSELLING ON PUBLIC SPEAKING | School of Business & Management , CHRIST University, BYC Campus, | Institutional | Invited Resource Person/Trainer | 04/04/2024 |
| 10 | Two Days National Level FDP on SPARK: Science Project Authoring & Research Knowledge | Surana College at KSTA, Bengaluru, Surana College, Peenya, Bengaluru | National | Participant | 18/03/2024 |
| 11 | THREE DAYS ONLINE FACULTY DEVELOPMENT PROGRAMME On ?RESEARCH INNOVATIONS, PATENTING & QUALITY PUBLICATION? | Department of MCA, Fatima College, Madurai, Fatima College, Madurai | National | Participant | 26/02/2024 |
| 12 | Quantitative Aptitude for Placements - Soft Skills Training | Department of Computer Science, BYC Campus, | Institutional | Organiser & Presenter | 23/02/2024 |
| 13 | FDP on Deep Learning Case Studies | Department pf Computer Science, YPR, Christ University, | National | Participant | 25/10/2023 |
| 14 | Faculty Orientation Program | Staff Development College, CHRIST (Deemed to be University), | Institutional | Participant | 19/09/2023 |
| 15 | FDP on AI & NLP Case Studies & Applications | School of CSE & IT, Presidency University, Presidency University | National | Participant | 21/08/2023 |
| 16 | FDP on Open AI for Academicians | Department of Data Science, St. Joseph's College, Trichy, St. Joseph's College, Trichy, Tamilnadu | National | Participant | 16/08/2023 |
| 17 | Faculty Induction Program | Staff Development College, CHRIST (Deemed to be University), | Institutional | Participant | 21/07/2023 |
| 18 | Faculty Development Programme (FDP- 1) | Centre for Education Beyond Curriculum (CEDBEC) and Staff Development College (SDC), | Institutional | Participant | 26/06/2023 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | External Question Paper Setter | External Question Paper Setter for the Semester Examination of III Semester PG Course at NMKRV college for Women | NMKRV COLLEGE FOR WOMEN Jayanagar -3rd Block, Bangalore ? 560011. | 20 March 2024 |
| 2 | Best Paper Presenter | IEEE NMITCON - 2nd International Conference on Networks, Multimedia & Information Technology | NITTE Meenakshi Institute of Technology | 09 August 2024 |
| 3 | Reviewer - INC4 - International Conference | IEEE Computer Society | 15 March 2025 | |
| 4 | Best Paper Presenter | Guru Nanak Dev Engineering College, Bidar | 04 September 2025 |