Dr. Saraswathi P

Patent Filed/Published:

• Design Patent Granted:
  “Cloud Device for Big Data Analytics”, Intellectual Property India, The Patent Office, Government of India -2026.
• Utility Patent Published:
  “Machine Learning-Based Predictive Framework for Multiferroic Behavior of BiFeO3 Nanocomposites in Energy Storage Applications”, Official Journal of the Patent Office-2026.

Book Published:

• Basics of Android, December 2025, ISBN No. 978-81-996477-6-3, Shinemax International Publications.
• Computer Networks, Charulatha Publications, October 2022, ISBN No. 978-93-5577-301-2.
• Artificial Intelligence and Expert System, October 2023, ISBN No. 978-93-5577-664-8, Charulatha Publications.
• Introduction to Data Science, April 2023, ISBN No. 978-93-5577-436-1, Charulatha Publications.

Journal Publications: (International followed by National)

SCOPUS Indexed Journals

• Published Journal in Smart Innovation, Systems and Technologies (Springer SIST Series) Springer Verlag Indexed in SCOPUS entitled “Predicting the Performance of Disability Students using Assistive Tools with the role of ICT in Mining Approach”, Germany Series No: 2190-3018, Vol 104 No. 48, pp. 487 - 494, October 2018.
• Published Journal in IEEE Xplore Digital Library, Publisher IEEE, INSPEC Accession Number: 17858855 Indexed in SCOPUS IEEE Xplore entitled “Prototype Model to Improve the Quality of disability students’ performance towards mining technology”, Pages. 100-103, June 2018.
• Published Journal in International Journal of Pure and Applied Mathematics, indexed in SCOPUS entitled “Extracting the Significant Rules using Interestingness Measures in Mining Techniques”, Volume No. 118 No. 5, Pages. 493-497, 2018.
• Published Journal in Journal of Advanced Research in Dynamical and Control Systems, indexed in SCOPUS entitled “Mining Positive Rules to Increase the Disability Students Performance with the use of technology”, Vol. 9, No.17, Pages. 903-910, 2017.

UGC Approved Journals

• Published journal in Novyi Mir Research Journal - An UGC Care Journal, entitled “Improved clustering method for significant model to identify learning disability”, Volume 8, Issue 1, pp. 463-467, ISSN NO: 0130-7673, January 2023.
• Published Journal in International Journal of Advanced Research in Computer Science (IJARCS) – UGC Approved Journal entitled “Identifying and Ranking the attributes that affects educational background of students with learning disability using Weka tool”, Vol. 9, No. 1, pp. 656 – 659, January – February 2018.
• Published Journal in International Journal of Engineering Sciences & Research (IJESRT) entitled “Exploring factors influence special students’ performance using extraction method”, Vol. 7, Issue.1, pp. 429 – 432, January 2018.
• Published Journal in International Journal for Science and Research in Technology (IJSART) entitled “Exploring the frequent symptoms and predict learning disability by increasing the classifier accuracy using machine learning approach”, Vol 4, Issue 3, pp.2094–2097, March 2018.
• Published Journal in International Journal of Scientific Research in Science & Technology (IJSRST) UGC Approved Journal entitled “Mining the Frequent Attributes Using Feature Selection Technique for Learning Disability Students”, Vol. 3, Issue 7, pp. 962 – 965, September – October 2017.

International Journals

• Published Journal in International Journal of Advanced Research in Biology Ecology Science and Technology (IJARBEST) entitled “Privacy Preserving Data mining techniques a General Survey”, Volume. II Special Issue. I, pp. 77 - 81, January 2016.
• Published Journal in International Journal for Science and Research in Technology (IJSART) entitled “Integrated Modified PC-LD Analysis based Dimensionality Reduction Techniques”, Vol 8, Issue 12, pp.351-354, December 2022.

Conference Presentation/Publications:

Springer Conference

• Presented and published paper in Springer Conference - 4th International Conference on Advances in Data-Driven Computing and Intelligent Systems (ADCIS 2025) – “Early Detection of Mental Health Prediction Among Student's based a New LooselyGBM Hybrid Ensemble Model” - IEEE Computer Society CHRIST University, Kengeri Campus, Bangalore – September 2025.
• Presented and published paper in Springer Conference - 5th International Conference on Smart Systems: Innovations in Computing – “Adaptive Recommendation Systems for Personalized Support in Learning Disorders” - Manipal University Jaipur collaboration with Iowa State University (USA) and the University of Technology Sydney (Australia) – December 2025.
• Presented and published paper in Springer Conference SCI2018 - entitled “Predicting the Performance of Disability Students using Assistive Tools with the role of ICT in Mining Approach”, at Prasad V. Potluri Siddhartha Institute of Technology, Vijayawada, A.P. India, January 2018.

IEEE Conference Bangalore Section

• Presented and published paper in 3rd International Conference on Applied and Theoretical Computing and Communication Technology, IEEE Conference Bangalore Section iCATccT – 2017 entitled “Prototype Model to Improve the Quality of disability students performance towards mining -technology”, at Sri Siddhartha Institute of Technology, Tumkur, Karnataka, India, December 2017.

International Conference

• Presented and published paper in “International Conference on Advanced Researches in Data Science and E-Commerce Technologies” entitled “Improved clustering method for significant model to identify learning disability”, at St. Thomas College of Arts and Science, Chennai and AN Publications, December 2022.
• Presented and published paper in 6th International Conference on Contemporary Engineering and Technology - ICCET-2018 entitled “Extracting the Significant Rules using Interestingness Measures in Mining Techniques”, Organization of Science and Innovative Engineering & Technology (OSIET), Chennai, India, March 2018
• Presented and published paper in 1st International Conference on Advanced Technologies in Engineering, Management and Sciences – ICATEMS’17 entitled “Mining Positive Rules to Increase the Disability Students Performance with the use of technology”, Golden Valley Integrated Campus (GVIC), Madanapalle, November 2017.
• Presented and published paper in International Conference on “Information Technology” entitled “An Insight on Privacy Preserving Data Mining Techniques” at Thiruthangal Nadar College, Chennai, September 2015.

National Conference

• Presented and published paper in National Conference on Emerging Trends in Sciences and Humanities – (ICON’16) entitled “An Approach for Optimum Balance between Privacy and Data Utility in the Distributed Dataset” at J.H.A Agarsen College of Arts & Science, Chennai, February 2016.
• Presented and published paper in National Conference on Emerging Trends and Functional Applications of Computer Technology entitled “Privacy Preserving Data mining techniques - A General Survey” at Karur Velalar College of Arts and Science for Women, Karur, January 2016.

Book Published:

• Basics of Android, December 2025, ISBN No. 978-81-996477-6-3, Shinemax International Publications.
• Computer Networks, Charulatha Publications, October 2022, ISBN No. 978-93-5577-301-2.
• Artificial Intelligence and Expert System, October 2023, ISBN No. 978-93-5577-664-8, Charulatha Publications.
• Introduction to Data Science, April 2023, ISBN No. 978-93-5577-436-1, Charulatha Publications.

Workshops / Seminars / FDPs / STTP (Conducted / Attended):

Workshops

• Attended 5 Days International Workshop on “Leveraging AI Tools for Transformative Teaching and Research: Practical Applications and Ethical considerations”, Tamil Nadu State Council for Science and Technology, from 18th August to 22nd August 2025.
• Conducted a National Workshop on “Full Stack Development using MERN Stack”, Department of Computer Science, Sindhi College, Chennai, March 2025.
• Attended Two-Day International Workshop on “Machine Learning & Algorithms”, Sri Sankara Arts & Science College, Kanchipuram, February 2018.
• Attended National Workshop on “PYTHON with Data Analysis”, Sri Muthu Kumaran Arts & Science College, Chennai, February 2016.
• Attended Workshop on “Art of Writing a Research Paper” Organized by Shri Krishnaswamy College for women, Chennai, April 2015.
• Attended Indo – German Workshop on “Applied Mathematics in Engineering & Industry” organized by Alpha College of Engineering, October 2013.

Seminars

• Attended Two Days National Level Seminar on “Role of NAAC with NEP as a Quality Tool for Higher Education” organized by Sri Ranganathar Institute of Engineering and Technology, Coimbatore, during 16th December & 17th December 2022.
• Attended International Seminar on “Mining Educational Databases & Information Analytics”, Sri Sankara Arts & Science College, Kanchipuram, March 2018.
• Attended National Seminar on “Global Impact of Digital Empowerment”, Anna Adarsh College, February 2018.

FDP

• Attended 13 Days FDP in E& ICT Academy, IIT Kanpur on “Data Analytics using AI” from 15-09-2025 to 27-09-2025.
• Attended 10 Days FDP in Research Foundation of India on R Programming for Budding Data Analysts from 03rd November 2025 to 13th November 2025.
• Attended Five Days International FDP on “Hybrid Education for Pedagogical Success” organized by Saveetha College of Liberal Arts and Sciences, SIMATS, from 9th January 2024 to 13th January 2024.
• Participated in One Week Virtual FDP on “Emerging Research Trends in Block Chain & Data Science” organized by Dr. M.G.R. Educational and Research Institute, Chennai – 600095, from 8th May 2023 to 12th May 2023.
• Participated in One Week National Level Faculty Development Program on “Recent Advances in Data Science, Data Analytics and Cyber Security” at Shri Vishnu Engineering College for Women, from 1st March 2023 to 5th March 2023.
• Participated in Five Days FDP on “Recent Advancements in Science & Engineering” organized by Regional College for Education Research and Technology, Jaipur, December 2022.
• Participated in One Week National Level Faculty Development Program on “Societal Applications of Machine Learning” at Shri Vishnu Engineering College for Women, from 26th December 2022 to 30th December 2022.
• Participated in One Week Virtual FDP on “Emerging Research Trends in Computing Technologies” organized by Dr. M.G.R. Educational and Research Institute, Chennai – 600095, from 28th November 2022 to 2nd December 2022.
• Attended Faculty Development Programme on “Recent Research Convergence in Artificial Intelligence and Internet of Things” organized by BonSecours College for Women, Thanjavur, from 21st November 2022 to 25th November 2022.
• Participated in the Five Day’s International Online Faculty Development Programme on “Advanced Techniques in Computing Sciences and Applications” organized by Saveetha College of Liberal Arts and Sciences, SIMATS, from 19th November 2022 to 23rd November 2022.

Resource Person/ Chaired Sessions Conferences/ Invited Talks:

• Invited Talk on Authoring Research Publications for IEEE Journals, Sri Sankara Arts & Science College, Kanchipuram, October 2018.
• Delivered an Expert Talk on the Topic “Machine Learning” in the webinar hosted by Department of Computer Science, Sri Amaraavathi College of Arts & Science, Karur, TAMIL NADU.
• Delivered an Expert Talk on the Topic “Recent Trends in Data Science” in the Professional Development Programme (PDP) hosted by Department of Computer Science, Meenakshi Academy of Higher Education & Research, Chennai, TAMIL NADU.

Online Courses Completed:

• Completed “Data Science for engineers” - NPTEL Online Certification Course – Conducted by Indian Institute of Technology, Madras – September 2025.
• Completed “Introduction to Machine Learning” - NPTEL Online Certification Course – Conducted by Indian Institute of Technology, Madras – October 2025.
• Completed “User-centric Computing For Human-Computer Interaction” - NPTEL Online Certification Course – Conducted by Indian Institute of Technology, Madras – March 2026.
• Completed “Fundamentals of Object Oriented Programming” - NPTEL Online Certification Course – Conducted by Indian Institute of Technology, Madras – April 2026.

Post Appoint:

• Appointed as an External Examiner to evaluate the M.Phil [CS] thesis research work in Bharathiar University.
• Appointed as a Practical External Examiner in Alpha College, Annai Velankanni College, St. Thomas Arts & Science College, Mahalakshmi College, Chennai etc & Internal Examiner for UG /PG Practical Exam in Sindhi College.
• Appointed as a Question Paper Setter in Autonomous Colleges of Bharathiar University, Sankara University.
• Appointed as a Central Valuator to value the papers in Madras University.
• Conducted various events like National Webinars, National Workshop, Seminar, Inter Departmental Events in Department of Computer Science, Sindhi College, Chennai – 600 077.