György Eigner

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 59

Top Topics

Model Predictive Control

Parameter Estimation

Nonlinear Programming

Top Venues

Publications

Lehel Dénes-Fazakas, Gyozo Dénes Fazakas, György Eigner, Levente Kovács, László Szilágyi
Review of Reinforcement Learning-Based Control Algorithms in Artificial Pancreas Systems for Diabetes Mellitus Management. SACI (2024)
Miklós Nagy, Barbara Simon, László Szász, Máté Siket, Lehel Dénes-Fazakas, György Eigner, Patrik Péter Süli, Levente Kovács, László Szilágyi
Web Application Development for Diabetes Patients. SACI (2024)
Barbara Simon, Ádám Hartvég, Lehel Dénes-Fazakas, György Eigner, László Szilágyi
Advancing Medical Assistance: Developing an Effective Hungarian-Language Medical Chatbot with Artificial Intelligence. Inf. 15 (6) (2024)
Abdulrahman K. Eesee, Szilárd Jaskó, György Eigner, János Abonyi, Tamás Ruppert
Extension of HAAS for the Management of Cognitive Load. IEEE Access 12 (2024)
Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartvég, Levente Kovács, Eva-Henrietta Dulf, László Szilágyi, György Eigner
Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks. Sensors 24 (8) (2024)
Csaba Potyok, Barbara Simon, Ádám Hartvég, Máté Siket, Lehel Dénes-Fazakas, György Eigner, Milán Balázs, Levente Kovács, László Szilágyi
Mobile Application Development for Diabetes Patient. SACI (2024)
Tuan-anh Tran, Márta Péntek, Hossein Motahari-Nezhad, János Abonyi, Levente Kovács, László Gulácsi, György Eigner, Zsombor Zrubka, Tamás Ruppert
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. 53 (11) (2023)
Kamilla Novák, Máté Siket, Levente Kovács, Dániel András Drexler, György Eigner
Impulsive Model Predictive Control in Type 1 Diabetes Mellitus Applications. SMC (2023)
Kamilla Novák, Máté Siket, Levente Kovács, Dániel András Drexler, Imre J. Rudas, György Eigner
Model Predictive Control with Dynamic Positive Input Extension for Artificial Pancreas Applications. SMC (2023)
Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, György Eigner, Levente Kovács
Effect of Hyperparameters of Reinforcement Learning in Blood Glucose Control. SMC (2023)
Ferenc Tolner, Balázs Barta, György Eigner
Comprehensive Analysis of H2020 Funding Participation based on LDA Topic Modeling and Robust Outlier Identification. SISY (2023)
Ferenc Tolner, Balázs Barta, György Eigner
Economic Resilience and Antifragility: Classification of SMEs' Shock Reactions based on Balance Sheet and Income Statement Data. SACI (2023)
Imre Olivér Petho, Tamás Szabolcs Micsik, György Eigner, Szandra Anna Laczi, Rita Fleiner
Detection and Visualization of Metabolic Pathway Activity Based on Immunohistochemistry. SISY (2023)
Lehel Dénes-Fazakas, László Szilágyi, György Eigner, Olga Kosheleva, Martine Ceberio, Vladik Kreinovich
Which Activation Function Works Best for Training Artificial Pancreas: Empirical Fact and Its Theoretical Explanation. SSCI (2023)
Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, György Eigner, Levente Kovács
Investigation of reward functions for controlling blood glucose level using reinforcement learning. SACI (2023)
Lehel Dénes-Fazakas, Levente Kovács, György Eigner, László Szilágyi
Brain Tumor Segmentation from Multi-Spectral MRI Records Using a U-Net Cascade Architecture. SMC (2023)
Ferenc Tolner, Balázs Barta, György Eigner
Comparison of Newton's and Broyden's Method as Nonlinear Solver in the Implementation of MFV-robustified Linear Regression. SMC (2022)
Máté Siket, Rebeka Tóth, Imre J. Rudas, György Eigner, Levente Kovács
Parameter estimation of T1DM models with a particular focus on endogenous glucose production. SMC (2022)
Marcell Szántó, Gergo Strasser, László Szász, Lehel Dénes-Fazakas, György Eigner, Gábor Kertész, Levente Kovács
Utilization of IMU-Based Gesture Recognition in the Treatment of Diabetes. AQTR (2022)
Máté Siket, Lehel Dénes-Fazakas, Levente Kovács, György Eigner
Numba-accelerated parameter estimation for artificial pancreas applications. SISY (2022)
Ádám Gyula Nemes, György Eigner, Béla Weiss
Robot control based on EMG correlates of facial expressions using a BCI system. SMC (2022)
Máté Siket, Kamilla Novák, Levente Kovács, György Eigner
Automatically estimated meals in Model Predictive Control-Moving Horizon Estimation control strategy. ASCC (2022)
Melinda Rácz, Erick Noboa, Borsa Détár, Ádám Nemes, Péter Galambos, László Szücs, Gergely Márton, György Eigner, Tamás Haidegger
PlatypOUs - A Mobile Robot Platform and Demonstration Tool Supporting STEM Education. Sensors 22 (6) (2022)
Lehel Dénes-Fazakas, Máté Siket, Gábor Kertész, László Szilágyi, Levente Kovács, György Eigner
Control of Type 1 Diabetes Mellitus using direct reinforcement learning based controller. SMC (2022)
Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi
Retrofitting-Based Development of Brownfield Industry 4.0 and Industry 5.0 Solutions. IEEE Access 10 (2022)
Tuan-anh Tran, János Abonyi, Levente Kovács, György Eigner, Tamás Ruppert
Heart Rate Variability Measurement to Assess Work-Related Stress of Physical Workers in Manufacturing Industries - Protocol for a Systematic Literature Review. SISY (2022)
Lehel Dénes-Fazakas, Máté Siket, László Szilágyi, Levente Kovács, György Eigner
Detection of Physical Activity Using Machine Learning Methods Based on Continuous Blood Glucose Monitoring and Heart Rate Signals. Sensors 22 (21) (2022)
Ferenc Tolner, Balázs Barta, György Eigner
Economic Cohesion Perspectives of the EU member Regions: A Non-parametric Approach. SACI (2022)
Ferenc Tolner, Sándor Fegyverneki, György Eigner, Balázs Barta
Clustering based on Preferences with K-modes using Categorical Variables. SISY (2021)
Ákos Odry, Zoltan Vizvari, Nina Gyorfi, Levente Kovács, György Eigner, Mihály Klincsik, Zoltan Sári, Péter Odry, Attila Tóth
Application of Heuristic Optimization in Bioimpedance Spectroscopy Evaluation. SACI (2021)
Iván Sala-Mira, Máté Siket, Levente Kovács, György Eigner, Jorge Bondia
Effect of Model, Observer and Their Interaction on State and Disturbance Estimation in Artificial Pancreas: An In-Silico Study. IEEE Access 9 (2021)
Ferenc Tolner, György Eigner, Balázs Barta, Márta Takács
Investigation of High-Growth Firms in the SME sector via the Perspective of Owners and CEOs using Wordclouds. SACI (2021)
Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi
Real-time locating system and digital twin in Lean 4.0. SACI (2021)
Máté Siket, György Eigner, Levente Kovács
Sensitivity and identifiability analysis of a third-order tumor growth model. SoSE (2020)
Jelena Tasic, György Eigner, Levente Kovács
Review of Algorithms for Improving Control of Blood Glucose Levels. SISY (2020)
Julio C. Urenda, Orsolya Csiszár, Gábor Csiszár, József Dombi, György Eigner, Vladik Kreinovich
Natural Invariance Explains Empirical Success of Specific Membership Functions, Hedge Operations, and Negation Operations. NAFIPS (2020)
György Eigner, Miklós Nagy, Levente Kovács
Machine learning application development to predict blood glucose level based on real time patient data. RIVF (2020)
Julio C. Urenda, Orsolya Csiszár, Gábor Csiszár, József Dombi, Olga Kosheleva, Vladik Kreinovich, György Eigner
Why Squashing Functions in Multi-Layer Neural Networks. SMC (2020)
Árpád Varga, György Eigner, József K. Tar
Model Based Computed Torque Control for an Experimental Test Bed. SoSE (2020)
Levente Kovács, György Eigner, Máté Siket, László Barkai
Control of Diabetes Mellitus by Advanced Robust Control Solution. IEEE Access 7 (2019)
Levente Kovács, György Eigner, Bence Czakó, Máté Siket, József K. Tar
An opportunity of using Robust Fixed Point Transformation-based controller design in case of Type 1 Diabetes Mellitus. SA (2019)
Árpád Varga, György Eigner, József K. Tar
Numerical Simulations for an Experimental Test Bed for Adaptive Control Methods. SISY (2019)
Árpád Varga, Levente Kovács, György Eigner, Dusan Kocur, József K. Tar
Fixed Point Iteration-based Adaptive Control for a Delayed Differential Equation Model of Diabetes Mellitus. SMC (2019)
Levente Kovács, Máté Siket, Imre J. Rudas, Anikó Szakál, György Eigner
Discrete LPV Based Parameter Estimation For TIDM Patients By Using Dual Extended Kalman Filtering Method. SMC (2019)
György Eigner, Dániel András Drexler, Levente Kovács
Tumor Growth Control by TP-LPV-LMI Based Controller. SMC (2018)
Hamza Khan, József K. Tar, Imre J. Rudas, Levente Kovács, György Eigner
Receding Horizon Control of Type 1 Diabetes Mellitus by Using Nonlinear Programming. Complex. 2018 (2018)
György Eigner, Máté Siket, Anikó Szakál, Imre J. Rudas, Levente Kovács
Discrete LPV Modeling of Diabetes Mellitus for Control Purposes. SMC (2018)
Kinan Morani, György Eigner, Tamas Ferenci, Levente Kovács, Seref Naci Engin
Prediction of the Survival of Patients with Cardiac Failure by Using Soft Computing Techniques. SACI (2018)
György Eigner, Levente Kovács
Control of tumor growth by modern control methodologies. AQTR (2018)
Hamza Khan, József K. Tar, Imre J. Rudas, Levente Kovács, György Eigner
Corrigendum to "Receding Horizon Control of Type 1 Diabetes Mellitus by Using Nonlinear Programming". Complex. 2018 (2018)
György Eigner, Gabor Szogi, Péter Pausits, Imre J. Rudas, Levente Kovács
Nonlinear identification of a tumor growth model for validating cancer treatments. SMC (2017)
György Eigner, Imre J. Rudas, Anikó Szakál, Levente Kovács
Tensor product based modeling of tumor growth. SMC (2017)
Árpád Varga, György Eigner, Levente Kovács, Imre Felde, Miklos Mezei
Overview of taxi database from viewpoint of usability for traffic model development: A case study for Budapest. SISY (2017)
György Eigner, Levente Kovács
Linear matrix inequality based control of tumor growth. SMC (2017)
György Eigner, Árpád Varga, Miklos Mezei, Levente Kovács
LPV-based control of nonlinear compartmental model with input uncertainty. SISY (2017)
György Eigner, Imre J. Rudas, Levente Kovács
Investigation of the TP-based modeling possibility of a nonlinear ICU diabetes model. SMC (2016)
Árpád Takács, György Eigner, Levente Kovács, Imre J. Rudas, Tamás Haidegger
Teacher's Kit: Development, Usability, and Communities of Modular Robotic Kits for Classroom Education. IEEE Robotics Autom. Mag. 23 (2) (2016)
György Eigner, Péter Pausits, Levente Kovács
A novel completed LPV controller and observer scheme in order to control nonlinear compartmental systems. SISY (2016)
Levente Kovács, György Eigner
Convex polytopic modeling of diabetes mellitus: A Tensor Product based approach. SMC (2016)
Levente Kovács, Balazs Kurtan, György Eigner, Imre J. Rudas, Chee-Kong Chui
Analysis of a novel time-delay diabetes model. ECC (2015)
György Eigner, Péter Horváth, József K. Tar, Imre J. Rudas, Levente Kovács
Application of Robust Fixed Point Control in Case of T1DM. SMC (2015)
Levente Kovács, Tamas Ferenci, Johanna Sápi, György Eigner, József Klespitz, Péter Szalay, Miklós Kozlovszky, Imre J. Rudas
Physiological modeling and control at Obuda University. SACI (2015)
György Eigner, József K. Tar, Levente Kovács
Adaptive control solution for T1DM control. SACI (2015)
Levente Kovács, Johanna Sápi, György Eigner, Tamas Ferenci, Péter Szalay, József Klespitz, Balazs Kurtan, Miklós Kozlovszky, Dániel András Drexler, Péter Pausits, István Á. Harmati, Zoltan Sápi, Imre J. Rudas
Model-based healthcare applications at Óbuda University. SACI (2014)
György Eigner, Peter Istvan Sas, Levente Kovács
Continuous glucose monitoring systems in the service of artificial pancreas. SACI (2014)
Péter Szalay, Adrienn Molnar, Mark Muller, György Eigner, Imre J. Rudas, Zoltán Benyó, Levente Kovács
Comparison of sigma-point filters for state estimation of diabetes models. SMC (2014)
Péter Szalay, György Eigner, Miklós Kozlovszky, Imre J. Rudas, Levente Kovács
The significance of LPV modeling of a widely used T1DM model. EMBC (2013)