Marzia Cescon

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Iterative Learning

Activity Detection

Diabetes Mellitus

Top Venues

Annu. Rev. Control.

Biomed. Signal Process. Control.

Publications

Arturo de la Barcena, Collin Rhodes, John McCarroll, Marzia Cescon, Kerianne L. Hobbs
Testing Spacecraft Formation Flying with Crazyflie Drones as Satellite Surrogates. CoRR (2024)
Eleonora Maria Aiello, Mehrad Jaloli, Marzia Cescon
Model Predictive Control (MPC) of an Artificial Pancreas with Data-Driven Learning of Multi-Step-Ahead Blood Glucose Predictors. CoRR (2023)
Mehrad Jaloli, Marzia Cescon
Modeling Physical Activity Impact on Glucose Dynamics in People with Type 1 Diabetes for a Fully Automated Artificial Pancreas. CCTA (2023)
Mehrad Jaloli, Marzia Cescon
Basal-Bolus Advisor for Type 1 Diabetes (T1D) Patients Using Multi-Agent Reinforcement Learning (RL) Methodology. CoRR (2023)
Deheng Cai, Wenjing Wu, Marzia Cescon, Wei Liu, Linong Ji, Dawei Shi
Data-enabled learning and control algorithms for intelligent glucose management: The state of the art. Annu. Rev. Control. 56 (2023)
Mehrad Jaloli, Marzia Cescon
Modeling Physical Activity Impact on Glucose Dynamics in People with Type 1 Diabetes for a Fully Automated Artificial Pancreas. CoRR (2023)
Theophilus Kaaya, Shengbin Wang, Marzia Cescon, Zheng Chen
Physics-lumped parameter based control oriented model of dielectric tubular actuator. Int. J. Intell. Robotics Appl. 6 (3) (2022)
Toshiki Tanaka, Heidar Malki, Marzia Cescon
Linear Quadratic Tracking With Reinforcement Learning Based Reference Trajectory Optimization for the Lunar Hopper in Simulated Environment. IEEE Access 9 (2021)
Marzia Cescon, Sunil Deshpande, Revital Nimri, Francis J. Doyle III, Eyal Dassau
Using Iterative Learning for Insulin Dosage Optimization in Multiple-Daily-Injections Therapy for People With Type 1 Diabetes. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Mehrad Jaloli, Divya Choudhary, Marzia Cescon
Neurological Status Classification Using Convolutional Neural Network. CoRR (2021)
Theophilus Kaaya, Shengbin Wang, Marzia Cescon, Zheng Chen
A Physics-based and Control-oriented Model for Dielectric Elastomer Tubular Actuator. ACC (2021)
Marzia Cescon, Divya Choudhary, Jordan E. Pinsker, Vikash Dadlani, Mei Mei Church, Yogish C. Kudva, Francis J. Doyle III, Eyal Dassau
Activity detection and classification from wristband accelerometer data collected on people with type 1 diabetes in free-living conditions. Comput. Biol. Medicine 135 (2021)
Marzia Cescon, Sunil Deshpande, Francis J. Doyle, Eyal Dassau
Iterative Learning Control with Sparse Measurements for Long-Acting Insulin Injections in People with Type 1 Diabetes. ACC (2019)
Marzia Cescon, Erik Weyer
Control of irrigation channels affected by wind stress. CDC (2017)
Marzia Cescon, Erik Weyer
Characterization of the wind impact on the Torrumbarry irrigation district and its implications for control. AuCC (2016)
Marzia Cescon, Rolf Johansson, Eric Renard
Subspace-based linear multi-step predictors in type 1 diabetes mellitus. Biomed. Signal Process. Control. 22 (2015)
Marzia Cescon, Rolf Johansson, Eric Renard, Alberto Maran
Identification of individualised empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics. Int. J. Control 87 (7) (2014)
Marzia Cescon, Rolf Johansson, Eric Renard
Individualized empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics. CCA (2013)
Rolf Johansson, Marzia Cescon, Fredrik Ståhl
Continuous-time model identification using non-uniformly sampled data. AFRICON (2013)
Marzia Cescon, Rolf Johansson, Eric Renard
Low-complexity MISO models of T1DM glucose metabolism. ASCC (2013)
Marzia Cescon, Eric Renard
Adaptive subspace-based prediction of T1DM glycemia. CDC/ECC (2011)
Marzia Cescon, Rolf Johansson
Multi-step-ahead multivariate predictors: A comparative analysis. CDC (2010)
Marzia Cescon, Rolf Johansson
Glycemic trend prediction using empirical model identification. CDC (2009)