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 | 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 |
| 2 | 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 |
| 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 | 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 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) | SUGANTHI J,DR. SANDEEP KUMAR, J. DAFNI ROSE, S.MUTHUMARI, V.S.PRABHAKARRAN | 979-8-3503-3577-4 | / |
| 2 | Inventive Communication and Computational Technologies | SUGANTHI J,G. SANGEETHA, G., PAPAKOSTAS, G.A. ROCHA, RANGANATHAN, S. MUTHUMARI, S. VENKATA LAKSHMI | / | |
| 3 | Advances in Parallel Computing Algorithms, Tools and Paradigms | SUGANTHI J,HEMANTH D, MUTHUMARI S, NAGARAJAN B | 978-1-64368-314-0 | / |
| 4 | Lecture Notes on Data Engineering and Communications Technologies | SUGANTHI J,LIM, HASSAN II UNIVERSITY, MOHAMMEDIA, MOROCCO, MALA, NAGARAJAN, SANGEETHA | 978-3-030-90617-7 | / |
| 5 | Machine Learning for Healthcare Systems | SUGANTHI J,P. MEENA KUMARI, S. CASTRO, S. MUTHUMARI, TAYLOR & FRANCIS - RIVER PUBLISHERS | 9781003438816 | / |
| 6 | 2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) | SUGANTHI J,CHAIR,SILCHAR, INDIA, DHEEPA T, SEKAR K, SUGANYA DEVI K | 979-8-3503-9939-4 | / |
| 7 | 2nd IEEE International Conference on Networks, Multimedia and Information Technology, | JAYAPRIYA J,DEEPA S, KALPANA P, LOVELINE ZEEMA J, SUGANTHI J, VINAY M,IEEE | 979-8-3503-7289-2 | / |
| 8 | RF-TSVM: Random Forest-Based Transductive Support Vector Machine for Classification and Prediction of Cancer Patterns | SUGANTHI J,ANUSHIYA R, CASTRO S, MUTHUMARI S | 978-981-97-5230-0 | / |
| 9 | Lecture Notes in Electrical Engineering | SUGANTHI J,ANURADHA TOMAR ET. AL., R. ANUSHIYA, S. CASTRO, S. MUTHUMARI | 978-981-97-5230-0 | / |
| 10 | Advances in Computational Intelligence for Health Informatics and Computer-Aided Diagnosis | SUGANTHI J,MUTHUMARI S, NAGARAJAN B | 9781003484233 | / |
| 11 | Proceedings of 2025 International Conference on Emerging Trends in Industry 4.0 Technologies | DEEPA S,RYAN POWELL L, SUGANTHI J,EVANGILIN K, IEEE, RASHMI SIDDALINGAPPA | 979-8-3315-0697-1 | / |
| 12 | Signal Processing, Telecommunication & Embedded Systems: AI and ML Applications Proceedings of Tenth International Conference on Microelectronics Electromagnetics and Telecommunications (ICMEET 2025), Volume 3 | LOVELINE ZEEMA J,SUGANTHI J,ALEENA SABU(2348306), SIBIX JOY(2348359) | 978-3-032-20318-2 | / |
| 13 | 2nd IEEE International Conference on Networks, Multimedia and Information Technology, NMITCON | KALPANA P,DEEPA S, JAYAPRIYA J, LOVELINE ZEEMA J, SUGANTHI J, VINAY M | 979-8-3503-7289-2 | / |
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 | One Day International Conference on "Innovations in Computing Science & Technology: Exploring New Perspectives" | CONFERENCES | Enhancing Image understanding developing a caption generator with CNN & LSTM | PRESENTER) | G.Venkataswamy Naidu College (Autonomous), Kovilpatti, TamilnaduKovilpatti, Tamilnadu | 19/03/2024 |
| 2 | IEEE NMITCON 2024 | CONFERENCES | Specialized CNN Architectures for Enhanced image Classification Performance | PRESENTER) | NITTE Meenakshi Institute of TechnologyBengaluru | 09/08/2024 |
| 3 | Research conclave | CONFERENCES | A comparative Analysis of Block Chain and Large Language Models in enhancing Telehealth Data Security | PRESENTER) | Siddhartha Academy of Higher Education | 24/01/2025 |
| 4 | COGNOSCO | CONFERENCES | Thangam Traders: A Family Business Success Story | PRESENTER) | CHRIST (Deemed to be University)Kengeri, Bengaluru | 23/01/2025 |
| 5 | ICSSR - One day International Seminar on ' Cyberpath to Viksit Bharath @ 2047: Building a safe Digital future | SEMINARS | ICSSR - One day International Seminar on ' Cyberpath to Viksit Bharath @ 2047: Building a safe Digital future | PARTICIPANT) | CHRIST (Deemed to be University)Bengaluru, Yeshwanthpur Campus | 17/02/2025 |
| 6 | One Day International Conference on 'Convergence of Knowledge & New Frontiers' | CONFERENCES | A Review of Covid'19 Detection with Deep learning | PRESENTER) | G. Venkataswamy Naidu College, Tamilnadu | 07/03/2025 |
| 7 | ICETI4T 2025 | CONFERENCES | 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 |
| 8 | ICACTEA-20225 | CONFERENCES | AI powered Brain Tumor Imaging: Precision & Innovation | PRESENTER) | Aditya University | 04/04/2025 |
| 9 | International Conference on Intelligent Communication Networks and Computational Techniques - ICICNCT - 2025 | CONFERENCES | Hybrid Semantic Evaluation of Student Answers using Rule matching and BERT Embeddings | PRESENTER) | Guru Nanak Dev Engineering College, Bidar | 04/09/2025 |
| 10 | One Day Technical Symposium " Role of Green SMART Technology for Sustainable Future - 2026" | SYMPOSIUM | Cultural Sensitivity and Personalized Therapy for Internal Migrant Students | CO_PRESENTER) | Presidency College, BengaluruBengaluru | 06/02/2026 |
| 11 | International Webinar Series | SEMINARS | International Webinar Series | KEYNOTE_SPEAKER) | Veer Maheshwar Charitable Trust, Latur, MS, India | 20/02/2026 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Session Talk - Architecture Awakens | 14/07/2023 | Dayananda Sagar College of Arts Science & Commerce | |
| 2 | Guest Lecture on "Cracking Aptitude" | Guest Lecture | 26/08/2023 | Fatima College |
| 3 | Machine Learning | One Day International Level Virtual Seminar | 30/09/2023 | S S Duraisamy Nadar Mariammal College |
| 4 | 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 |
| 5 | Neuro Linguistic Programming Techniques - Staff Peer Learning | Peer Learning - Neuro Linguistic Programming Techniques | 29/01/2024 | Christ (Deemed to be) University, Yeshwanthpur Campus |
| 6 | Seminar on 'MCQs Hacks' organised by CAPS along with Department of Computer Science | Dr. Suganthi J | 07/02/2024 | Christ (Deemed to be) University |
| 7 | Skill Enhancement for Women House Keeping Staff on Online Payment Apps & Security | Skill Enhancement | 17/02/2024 | Christ (Deemed to be) University |
| 8 | Personality Development | Soft Skills Training - Personality Development | 13/02/2024 | Christ (Deemed to be) University. |
| 9 | Seminar on 'Public Speaking' | Soft Skills Training - Personality Development | 26/03/2024 | Christ (Deemed to be) University. |
| 10 | Presentation Skills - Placement Training | Presentation Skills / Placement Training - II Year MDS Orientation | 14/06/2024 | Christ (Deemed to be) University |
| 11 | exploring Opportunities in Placements, Internships & Projects for Career Advancements | Placement Training | 01/07/2024 | Christ (Deemed to be) University |
| 12 | Group Discussion | Placement Training | 24/06/2024 | Christ (Deemed to be) University |
| 13 | WIST - Women In Science and Technology | Academic Year Orientation in WIST and Blossoms | 02/07/2024 | Christ (Deemed to be) University |
| 14 | Seminar Group Discussion - Placement Training | Group Discussion | 06/06/2024 | Christ (Deemed to be) University |
| 15 | Seminar on NLP & LLMs | NLP & LLMs | 19/06/2024 | Christ (Deemed to be) University |
| 16 | Seminar on DevOps | Technical Training | 22/06/2024 | Christ (Deemed to be) University |
| 17 | Orientation on AI | Technical Training | 25/07/2024 | Christ (Deemed to be) University |
| 18 | PDP - Professional Development Session | Faculty Peer Learning | 07/08/2024 | Christ (Deemed to be) University |
| 19 | Leadership Models | Training Session on Leadership Models | 03/09/2024 | Christ (Deemed to be) Uni |
| 20 | Applications of Visualization in NLP, Graph Analytics and IOT | Tech Talk | 23/08/2024 | Christ (Deemed to be) Uni |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Certification on "Foundations of Cybersecurity" | Coursera, Coursera - CHRIST (Deemed to be) University | Participant | 27/02/2026 | |
| 2 | "Prompt Engineering for ChatGPT" | Coursera for CHRIST University, Vanderbilt University | International | Participant | 24/11/2025 |
| 3 | "Reprogram Your Subconscious Mind" | Department of Mathematics, YPR Campus, | Institutional | Invited Resource Person/Trainer | 17/11/2025 |
| 4 | Start Writing Prompts like a Pro | Coursera for CHRIST University, Google | International | Participant | 12/11/2025 |
| 5 | Coursera course on "Prompt engineering" | Coursera , Google | International | Participant | 15/10/2025 |
| 6 | 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 |
| 7 | Reprogram your Subconscious Mind' | Christ University, | Invited Resource Person/Trainer | 07/03/2025 | |
| 8 | Linkedin Optimization | CAPS - BYC Campus, | Institutional | Participant | 07/02/2025 |
| 9 | "Drone Data and AI Application in the Area of Research" | Department of Computer Science, BYC Campus, | Institutional | Participant | 08/10/2024 |
| 10 | CAREER GUIDANCE AND COUNSELLING ON PUBLIC SPEAKING | School of Business & Management , CHRIST University, BYC Campus, | Institutional | Invited Resource Person/Trainer | 04/04/2024 |
| 11 | 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 |
| 12 | 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 |
| 13 | Quantitative Aptitude for Placements - Soft Skills Training | Department of Computer Science, BYC Campus, | Institutional | Organiser & Presenter | 23/02/2024 |
| 14 | FDP on Deep Learning Case Studies | Department pf Computer Science, YPR, Christ University, | National | Participant | 25/10/2023 |
| 15 | Faculty Orientation Program | Staff Development College, CHRIST (Deemed to be University), | Institutional | Participant | 19/09/2023 |
| 16 | FDP on AI & NLP Case Studies & Applications | School of CSE & IT, Presidency University, Presidency University | National | Participant | 21/08/2023 |
| 17 | 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 |
| 18 | Faculty Induction Program | Staff Development College, CHRIST (Deemed to be University), | Institutional | Participant | 21/07/2023 |
| 19 | 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 | |
| 5 | Certificate of Appreciation - Meta Reviewer | Meta Reviewer for the IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | Department of Computer Science, CHRIST (Deemed to be University), BYC | 19 December 2025 |
| 6 | Reviewer & Technical Program Committee Member - ICCIST 2025 | Reviewer & Technical Program Committee Member for the IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025), organized by the Department of Computer Science, CHRIST (Deemed to be University), Bangalore Yeshwanthpur Campus, held on 18 -19 December, | Department of Computer Science, CHRIST (Deemed to be University), Bangalore Yeshwanthpur Campus | 18 December 2025 |
| 7 | Certificate - Reviewer | 7th World Conference on AI - Advances and Application (WCAIAA'2026) | National Forensics Sciences University | 31 January 2026 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | SUGANTHI J | National Level Short-Term Training Programme (Online) on “Reimagining Classrooms: Innovative Pedagogies for Engaged and Outcome Based Learning” | TRAINING_AND_ORGANIZATIONAL_DEVELOPMENT |