György Eigner

Orcid: 0000-0001-8038-2210

According to our database1, György Eigner authored at least 70 papers between 2013 and 2024.

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Bibliography

2024
Advancing Medical Assistance: Developing an Effective Hungarian-Language Medical Chatbot with Artificial Intelligence.
Inf., June, 2024

Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks.
Sensors, April, 2024

Personalized food consumption detection with deep learning and Inertial Measurement Unit sensor.
Comput. Biol. Medicine, 2024

Application of Deep Learning to Enhance Finger Movement Classification Accuracy From UHD-EEG Signals.
IEEE Access, 2024

Extension of HAAS for the Management of Cognitive Load.
IEEE Access, 2024

Mobile Application Development for Diabetes Patient.
Proceedings of the 18th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2024

Web Application Development for Diabetes Patients.
Proceedings of the 18th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2024

Review of Reinforcement Learning-Based Control Algorithms in Artificial Pancreas Systems for Diabetes Mellitus Management.
Proceedings of the 18th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2024

2023
Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment - A Systematic Scoping Review.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Which Activation Function Works Best for Training Artificial Pancreas: Empirical Fact and Its Theoretical Explanation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Model Predictive Control with Dynamic Positive Input Extension for Artificial Pancreas Applications.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Impulsive Model Predictive Control in Type 1 Diabetes Mellitus Applications.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Effect of Hyperparameters of Reinforcement Learning in Blood Glucose Control.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-Net Cascade Architecture.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Comprehensive Analysis of H2020 Funding Participation based on LDA Topic Modeling and Robust Outlier Identification.
Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

Detection and Visualization of Metabolic Pathway Activity Based on Immunohistochemistry.
Proceedings of the 21st IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2023

Economic Resilience and Antifragility: Classification of SMEs' Shock Reactions based on Balance Sheet and Income Statement Data.
Proceedings of the 17th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2023

Investigation of reward functions for controlling blood glucose level using reinforcement learning.
Proceedings of the 17th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2023

2022
PlatypOUs - A Mobile Robot Platform and Demonstration Tool Supporting STEM Education.
Sensors, 2022

Detection of Physical Activity Using Machine Learning Methods Based on Continuous Blood Glucose Monitoring and Heart Rate Signals.
Sensors, 2022

Retrofitting-Based Development of Brownfield Industry 4.0 and Industry 5.0 Solutions.
IEEE Access, 2022

Comparison of Newton's and Broyden's Method as Nonlinear Solver in the Implementation of MFV-robustified Linear Regression.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Parameter estimation of T1DM models with a particular focus on endogenous glucose production.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Robot control based on EMG correlates of facial expressions using a BCI system.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Control of Type 1 Diabetes Mellitus using direct reinforcement learning based controller.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Heart Rate Variability Measurement to Assess Work-Related Stress of Physical Workers in Manufacturing Industries - Protocol for a Systematic Literature Review.
Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Numba-accelerated parameter estimation for artificial pancreas applications.
Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Economic Cohesion Perspectives of the EU member Regions: A Non-parametric Approach.
Proceedings of the 16th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2022

Automatically estimated meals in Model Predictive Control-Moving Horizon Estimation control strategy.
Proceedings of the 13th Asian Control Conference, 2022

Utilization of IMU-Based Gesture Recognition in the Treatment of Diabetes.
Proceedings of the IEEE International Conference on Automation, 2022

2021
Effect of Model, Observer and Their Interaction on State and Disturbance Estimation in Artificial Pancreas: An In-Silico Study.
IEEE Access, 2021

Clustering based on Preferences with K-modes using Categorical Variables.
Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021

Real-time locating system and digital twin in Lean 4.0.
Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

Investigation of High-Growth Firms in the SME sector via the Perspective of Owners and CEOs using Wordclouds.
Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

Application of Heuristic Optimization in Bioimpedance Spectroscopy Evaluation.
Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

2020
Model Based Computed Torque Control for an Experimental Test Bed.
Proceedings of the 15th IEEE International Conference of System of Systems Engineering, 2020

Sensitivity and identifiability analysis of a third-order tumor growth model.
Proceedings of the 15th IEEE International Conference of System of Systems Engineering, 2020

Why Squashing Functions in Multi-Layer Neural Networks.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Review of Algorithms for Improving Control of Blood Glucose Levels.
Proceedings of the 18th IEEE International Symposium on Intelligent Systems and Informatics, 2020

Machine learning application development to predict blood glucose level based on real time patient data.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020

Natural Invariance Explains Empirical Success of Specific Membership Functions, Hedge Operations, and Negation Operations.
Proceedings of the Fuzzy Information Processing 2020, 2020

2019
Control of Diabetes Mellitus by Advanced Robust Control Solution.
IEEE Access, 2019

Fixed Point Iteration-based Adaptive Control for a Delayed Differential Equation Model of Diabetes Mellitus.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Discrete LPV Based Parameter Estimation For TIDM Patients By Using Dual Extended Kalman Filtering Method.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Numerical Simulations for an Experimental Test Bed for Adaptive Control Methods.
Proceedings of the 17th IEEE International Symposium on Intelligent Systems and Informatics, 2019

An opportunity of using Robust Fixed Point Transformation-based controller design in case of Type 1 Diabetes Mellitus.
Proceedings of the First International Conference on Societal Automation, 2019

2018
Corrigendum to "Receding Horizon Control of Type 1 Diabetes Mellitus by Using Nonlinear Programming".
Complex., 2018

Receding Horizon Control of Type 1 Diabetes Mellitus by Using Nonlinear Programming.
Complex., 2018

Discrete LPV Modeling of Diabetes Mellitus for Control Purposes.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Tumor Growth Control by TP-LPV-LMI Based Controller.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Prediction of the Survival of Patients with Cardiac Failure by Using Soft Computing Techniques.
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

Control of tumor growth by modern control methodologies.
Proceedings of the IEEE International Conference on Automation, 2018

2017
Closed-Loop Controller Design Possibilities for Nonlinear Physiological Systems
PhD thesis, 2017

Nonlinear identification of a tumor growth model for validating cancer treatments.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Tensor product based modeling of tumor growth.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Linear matrix inequality based control of tumor growth.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Overview of taxi database from viewpoint of usability for traffic model development: A case study for Budapest.
Proceedings of the 15th IEEE International Symposium on Intelligent Systems and Informatics, 2017

LPV-based control of nonlinear compartmental model with input uncertainty.
Proceedings of the 15th IEEE International Symposium on Intelligent Systems and Informatics, 2017

2016
Teacher's Kit: Development, Usability, and Communities of Modular Robotic Kits for Classroom Education.
IEEE Robotics Autom. Mag., 2016

Convex polytopic modeling of diabetes mellitus: A Tensor Product based approach.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Investigation of the TP-based modeling possibility of a nonlinear ICU diabetes model.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A novel completed LPV controller and observer scheme in order to control nonlinear compartmental systems.
Proceedings of the 14th IEEE International Symposium on Intelligent Systems and Informatics, 2016

2015
Application of Robust Fixed Point Control in Case of T1DM.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Physiological modeling and control at Obuda University.
Proceedings of the 10th IEEE Jubilee International Symposium on Applied Computational Intelligence and Informatics, 2015

Adaptive control solution for T1DM control.
Proceedings of the 10th IEEE Jubilee International Symposium on Applied Computational Intelligence and Informatics, 2015

Analysis of a novel time-delay diabetes model.
Proceedings of the 14th European Control Conference, 2015

2014
Comparison of sigma-point filters for state estimation of diabetes models.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Model-based healthcare applications at Óbuda University.
Proceedings of the 9th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2014

Continuous glucose monitoring systems in the service of artificial pancreas.
Proceedings of the 9th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2014

2013
The significance of LPV modeling of a widely used T1DM model.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013


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