Dr. A. KALAIVANI MCA., MBA., M.Phil., Ph.D.,

Assistant Professor

Department: B.Sc. CT

Dr. A. Kalaivani, MCA, MBA, M.Phil., Ph.D., serves as an Assistant Professor in the Department of Computer Technology at Nallamuthu Gounder Mahalingam College, Pollachi. Her expertise lies in the fields of computer technology , contributing significantly to the academic development of her students and the institution.

Research Work in PhD

1.-

A ROBUST DEEP LEARNING MODEL FOR SKIN DISEASE CLASSIFICATION

Awards

1.-

Received an Appreciation Award as an organizer for conducting IT skills training courses for the students of Nallamuthu Gounder Mahalingam College from the academic year 2019-2020 onwards, offered by the Spoken Tutorial Project, IIT Bombay and funded by the National Mission."

Participation in Conference

1.-

A Deep Learning Approach for Skin Disease Detection using Image Processing, Proceedings of the National Conference on Recent Advances in Computing and Information Technology (NCRACIT - 2021), PSG Institute of Technology and Applied Research, Coimbatore, ISBN: 978-81-951436-5-8 , PP: 04 – 07.2021

2.-

Machine Learning and Deep Learning Techniques for Classification of Skin Disease Diagnosis: A Review in Proceedings of the International Conference on Interdisciplinary Research on Innovations in Science and Technology (ICIRIST 2022) organized by Nehru Arts and Science College, Coimbatore, ISBN 978-93-91347-02-4. PP- 193 – 197.2022.

3.-

Recent Technological Development in Computational Mathematics and Its Applications, with titled “Challenges and Possibilities for Skin disease Diagnosis using AI and Pattern ReorganizationTechnique” organized by Dept. of CS with Cognitive Systems and Mathematics, SRCAS, Coimbatore.

4.-

IoT Based Cardiac Monitoring System Using Event Driven Fuzzy Logic Approach organized by Gananmani College of Engineering, Nammakal. ISBN: 978 – 1 – 6654 – 8232 – 5.2022

5.-

National NAAC Sponsored Conference with entitled "Understanding New Education Policy for Effective Teaching and Learning Methods ", on 3.11.2022 at NGM College.

6.-

International Conference on Augmented Intelligence and Sustainable Systems 2022(ICAISS2022 ) with entitled "Poultry Farm Surveillance System Utilizing IOT with Wireless Sensor Network ", on Nov 24-26, 2022, held at Care College of Eng. Trichy. ISBN: 978—1-6654-8962-1.

Research Publications

1.-

A survey on skin disease classification using pre-trained deep learning algorithms. International Journal of Advanced Science and Technology, 29(5), 13872-13880. 2021.

2.-

Designing a SegClassNet model based on new loss function for skin disease classification. Turkish Online Journal of Qualitative Inquiry, 12(3), 1675-1687.2022.

3.-

Detection and classification of skin diseases with ensembles of deep learning networks in medical imaging. International Journal of Health Sciences, 6(S1), 13624–13637.2023

4.-

Machine Learning and Deep Learning Techniques for Classification of Skin Disease Diagnosis: A Review. Journal of Education: Rabindra Bharati University, Vol.: XXV, No. :5(III), 2022, PP: 128 - 136.2023

5.-

Enhanced Graph Theoretic Modeling for Estimating Node Localization and Reachability in WSN”, inInternational Journal of Advanced Science and Technology (IJAST), Vol. 29, No. 03, (2020), pp. 12098-12108, ISSN: 2005-4238 in the month of August, 2020.

6.-

Knowledge graph embedding via the properties of mapping and dynamic matrix, INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY (IJST), Vol. 14, Issue: 11, (2021), pp. 942 -955, ISSN: Print: 0974-6846 Electronic: 0974-5645 in the month of April 09 , 2021

7.-

SKIN DISEASE SEGMENTATION AND CLASSIFICATION USING DEEP LEARNER NETWORK MODEL, Journal of the Maharaja Sayajirao University of Baroda, Volume-57, No.1(VII) : 2023

8.-

EFFECTIVE DEEP LEARNING ARCHITECTURES TO IMPROVE AGRICULTURAL PRODUCTION QUALITY, Journal of the Maharaja Sayajirao University of Baroda, Volume-57, No.1(VII) : 2023

9.-

A NETWORK APPROACH FOR LOAD BALANCING AND PRIVACY PATH SELECTION IN WIRELESS COMMUNICATION, Journal of the Maharaja Sayajirao University of Baroda, Volume-57, No.1(VII) : 2023

10.-

Bootstrapping of fine‑tuned segmentation and classification network for epidermis disorder categorization, Multimedia Tools and Applications, 2023

Workshop FDP

1.-

Five days Virtual Faculty Development Programme on Data Analytics and Visualization using Tableau organized by GVG College, Udumalpet from 14.11.22 to 18.11.2022

2.-

Webinar on "Cloud Computing Simplified: An Introduction to Microsoft Azure" organized by the School of Computer Science & Engineering and School of Information Science of the Presidency University on 16th November 2024.

3.-

7 DAYS ONLINE FACULTY DEVELOPMENT PROGRAM ON ESSENTIAL SKILLS FOR PROFESSIONAL DEVELOPMENT IN HIGHER EDUCATION” organized by Star International Foundation for Research and Education on 01.07.2024 - 07.07.2024

4.-

FDP - SEVEN DAYS-INTERNATIONAL LEVEL FACULTY DEVELOPMENT PROGRAM ON “NEW PARADIGMS OF TEACHING” from 22.05.2020 To 29.05.2020, organized PG Department of Commerce with Computer Applications, NGM College, Pollachi

5.-

Faculty Development Program on Principles of Management, from 18.05.2020 to 22.05.2020, Organized by BBA, NGM College.

6.-

National Level FDP on Stretegic Resilience and Organization Agility , from 26.05.2021 To 31.05.2021, Organized by Valluvar College of Science and Management , Karur

7.-

Community Development Programme on “Yoga at Home and Yoga with Family”, from 16/06/2020 to 21/06/2020, Organized by Yoga Forum, PSG College of Arts & Science, Coimbatore & World Community Service Centre (WCSC), Coimbatore

8.-

FDP on Current Trends in Information Technology, from 02.02.2022 to 09.02.2022, organized by NGM College, Pollachi

9.-

FDP on Technological trends in Research and Publications , from 18.04.2022 to 23.04.2022, organized by Sri GVG Visalakshi College for Women, Udumalpet.

10.-

AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Actuarial Science Applications", from 14.06.2021 To 18.06.2021, Organized by Amal Jyothi College of Engineering in association with ATAL.

11.-

FDP on Application Perspectives in IOT, from 20.09.2021 To 27.09.2021, organized by NGM College, Pollachi

12.-

FDP on Data analysis and visualization using Tableau, from 14.11.2022to18.11.2022, organized by Sri GVG Visalakshi College for Women.

13.-

FDP on Research Trends in Science and Technology, from 06.03.2023 to11.03.2023, organized by Hindusthan College of Arts and Science, Coimbatore.

14.-

FDP on Machine Learning for Data Science, from 17.07.23 to 21.07.23, Organized by Sri GVG Visalakshi College for Women, Udumalpet.

15.-

FDP on AI Tools for Teachers, from 07.08.23 to 18.08.23, organized by NGM College, Pollachi

Books / Monograph

1.-

Published a Book entitled as “Fundamentals of Computer- Basics”.[ISBN: 978-620-4-74396-7] - Publisher: LAP LAMBERT Academic Publishing Company, Mauritius.

2.-

Published a Book entitled as “An Introduction to AI & ML”.[ISBN: 978-620-5-48826-3] - Publisher: LAP LAMBERT Academic Publishing Company, Mauritius.

Research Guidance

1.-

NIL