Publications & Conferences
Poster Presentations
A Machine Learning Model to Improve Identification of Drug-induced Abnormalities in Cardiac Repolarisation
Oct & Nov ‘21; Safety Pharmacology Society Annual Meeting & Cardiac Physiome
Authors: Uma Subbiah, Dr. Blanca Rodriguez, Dr. Elisa Passini
At: Safety Pharmacology Society Annual Meeting, 2021; to be published in the Journal of Pharmacological and Toxicological Methods, 2022 ; Cardiac Physiome, 2021.
Prizes won:
- 2021 SPS Student Award.
- 1st place in the 2021 SPS Junior Investigator Poster Contest.
Book chapter
Software Engineering Framework for Software Management Using Machine Learning Techniques with Azure
Jan ‘20, Springer
Authors: Uma Subbiah, Dr. Muthu Ramachandran, Dr. Zaigham Mahmood
In: ‘Software Engineering in the Era of Cloud Computing’ by Springer Publications
Citation: Subbiah, U. , Ramachandran, M. and Mahmood, Z., 2020. Software Engineering Framework for Software Defect Management Using Machine Learning Techniques with Azure. In Software Engineering in the Era of Cloud Computing (pp. 155-183). Springer, Cham.
Most Relevant Publications -> Conference Proceedings
An Enhanced Deep Learning Architecture for the Classification of Cancerous Lymph Node Images
September ‘20, IEEE
Authors: Uma Subbiah, Rahul Vinod Kumar, Shruti Ajithkumar, Aathith Bhalaje, Dr. S Padmavathi
Presented At: 2nd International Conference on Inventive Research in Computing Applications (ICIRCA). IEEE
Citation: Subbiah, U., Kumar, R. V., Panicker, S. A., Bhalaje, R. A., & Padmavathi, S. (2020, July). An Enhanced Deep Learning Architecture for the Classification of Cancerous Lymph Node Images. In 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 381-386). IEEE.
Analysis of Deep Learning Architecture for Non- Uniformly Illuminated Images
Jun ‘20, IEEE
Authors: Uma Subbiah, Dr. S Padmavathi
Presented At: 5th International Conference on Inventive Computation Technologies [ICICT 2020], by IEEE.
Citation: Subbiah, U. and Padmavathi, S., 2020, February. Analysis of Deep Learning Architecture for Non-Uniformly Illuminated Images. In 2020 International Conference on Inventive Computation Technologies (ICICT) (pp. 38-43). IEEE.
Soft Computing Approach to Determine Students’ Level of Comprehension Using a Mamdani Fuzzy System
May ‘20, Springer
Authors: Uma Subbiah, Dr. G Jeyakumar
Presented At: Fifth International Symposium on Intelligent Systems Technologies and Applications (ISTA’19)
Citation: Subbiah, U. and Jeyakumar, G., 2020. Soft Computing Approach to Determine Students’ Level of Comprehension Using a Mamdani Fuzzy System. In Intelligent Systems, Technologies and Applications (pp. 103-115). Springer, Singapore.
Software Engineering Approach to Bug Prediction Models using Machine Learning as a Service (MLaaS)
Jan ‘19, Scitepress
Authors: Uma Subbiah, Dr. Muthu Ramachandran, Dr. Zaigham Mahmood
Presented At: 13th International Conference on Software Technology (ICSOFT 2018), Portugal
Citation: Subbiah, U. Ramachandran, M. and Mahmood, Z., 2019, January. Software engineering approach to bug prediction models using machine learning as a service (MLaaS), in ICSOFT 2018-Proceedings of the 13th Intl. Conference on Software Technologies (pp. 879-887).
Other Publications -> Conference Proceedings
An Extensive Study and Comparison of the Various Approaches to Object Detection using Deep Learning
Presented: Aug ‘20, IEEE
Authors: Uma Subbiah, D. Kavin Kumar, Senthil Kumar Thangavel, Latha Parameswaran
Presented At: International Conference on Smart Systems and Inventive Technology (ICSSIT 2020), IEEE
To be published
My research findings and observations during my time as an Undergraduate Student Researcher in the Smartspaces Lab at Amrita Vishwa Vidyapeetham was selected for publication
Case-Based Expert System for Smart Air Conditioner with Adaptive Thermoregulatory Comfort
Scheduled Presentation: Dec ‘20, ACM India
Authors: Nalinadevi Kadiresan, Akshaya Sundaram, Hamsini Ravishankar, Uma Subbiah and R Karthika
To be Presented At: Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA’20).
To be published
This is a coursework project for the course 15CSE480 - Internet of Things - that was selected for expansion and presentation