Martin Ubl

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Prediction Model

Grammatical Evolution

Machine Learning

Top Venues

Appl. Soft Comput.

Publications

Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri, Ernesto Tarantino
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction. Sensors 23 (6) (2023)
Antonio Della Cioppa, Ivan De Falco, Tomas Koutny, Umberto Scafuri, Martin Ubl, Ernesto Tarantino
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes. Appl. Soft Comput. 134 (2023)
Martin Ubl, Tomas Koutny
A Novel Approach to Multi-Compartmental Model Implementation to Achieve Metabolic Model Identifiability on Patient's CGM Data. EUSPN/ICTH (2022)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models. ISCC (2022)
Martin Ubl, Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment. Sensors 22 (23) (2022)
Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Umberto Scafuri, Ernesto Tarantino, Martin Ubl
Grammatical Evolution-Based Approach for Extracting Interpretable Glucose-Dynamics Models. ISCC (2021)
Tomas Koutny, Martin Ubl
SmartCGMS as a Testbed for a Blood-Glucose Level Prediction and/or Control Challenge with (an FDA-Accepted) Diabetic Patient Simulation. EUSPN/ICTH (2020)
Martin Ubl, Tomas Koutny
SmartCGMS as an Environment for an Insulin-Pump Development with FDA-Accepted In-Silico Pre-Clinical Trials. EUSPN/ICTH (2019)
Tomas Koutny, Martin Ubl, Ivan De Falco, Ernesto Tarantino, Umberto Scafuri, Antonio Della Cioppa, Michal Krcma
Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels. ISCC (2019)
Tomas Koutny, Martin Ubl
Parallel software architecture for the next generation of glucose monitoring. EUSPN/ICTH (2018)