Chirath Hettiarachchi

12 papers B 2Misc 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated detection of algorithm debt in deep learning frameworks: an empirical study.
Empir. Softw. Eng.
Emmanuel Iko-Ojo Simon, Chirath Hettiarachchi, Alex Potanin, Hanna Suominen, Fatemeh H. Fard
2025 — conf
Comparing Deterministic and Stochastic Reinforcement Learning for Glucose Regulation in Type 1 Diabetes.
MedInfo
David Timms, Chirath Hettiarachchi, Hanna Suominen
2024 J jnl
Automated Detection of Algorithm Debt in Deep Learning Frameworks: An Empirical Study.
CoRR
Emmanuel Iko-Ojo Simon, Chirath Hettiarachchi, Alex Potanin, Hanna Suominen, Fatemeh Hendijani Fard
2024 J jnl
G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes.
Biomed. Signal Process. Control.
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
2023 — conf
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising.
AI (1)
Brenda Wang, Chirath Hettiarachchi, Hanna Suominen, Elena Daskalaki
2023 J jnl
Ensuring security of artificial pancreas device system using homomorphic encryption.
Biomed. Signal Process. Control.
Haotian Weng, Chirath Hettiarachchi, Christopher J. Nolan, Hanna Suominen, Artem Lenskiy
2022 — conf
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation.
EMBC
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen
2022 Misc conf
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes.
AI
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
2021 B conf
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network.
CBMS
Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
2019 B conf
A Machine Learning Approach to Predict Diabetes Using Short Recorded Photoplethysmography and Physiological Characteristics.
AIME
Chirath Hettiarachchi, Charith Chitraranjan
2019 — conf
A Wearable System to Analyze the Human Arm for Predicting Injuries Due to Throwing.
EMBC
Chirath Hettiarachchi, Janith Kodithuwakku, Buddhishan Manamperi, Ahamed Ifham, Pujitha Silva
2017 — conf
Identifying the Optimum Region of the Human Sole to Extract the PPG Signal for Pulse Rate Estimation.
ICSPS
Chirath Hettiarachchi, Buddhishan Manamperi, Dilshan Uthpala