Georgios C. Chasparis

75 papers A 1B 5C 11Journal 39Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies. Int. J. Hum. Comput. Interact. Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonso-Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
2025	J	`jnl`	Aspiration-based Perturbed Learning Automata in Games with Noisy Utility Measurements. Part A: Stochastic Stability in Non-zero-Sum Games. CoRR Georgios C. Chasparis
2025	J	`jnl`	Aspiration-based Perturbed Learning Automata in Games with Noisy Utility Measurements. Part B: Stochastic Stability in Weakly Acyclic Games. CoRR Georgios C. Chasparis
2025	J	`jnl`	Causally-Guided Pairwise Transformer - Towards Foundational Digital Twins in Process Industry. CoRR Michael Mayr, Georgios C. Chasparis
2025	J	`jnl`	Hourly Short Term Load Forecasting for Residential Buildings and Energy Communities. CoRR Aleksei Kychkin, Georgios C. Chasparis
2025	J	`jnl`	Investigating the Potential of Latent Space for the Classification of Paint Defects. J. Imaging Doaa Almhaithawi, Alessandro Bellini, Georgios C. Chasparis, Tania Cerquitelli
2024	J	`jnl`	AI-Powered Predictions for Electricity Load in Prosumer Communities. CoRR Aleksey Kychkin, Georgios C. Chasparis
2024	J	`jnl`	Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies. CoRR Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonzo Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
2024	C	`conf`	Automated Knowledge Graph Learning in Industrial Processes. ISM Lolitta Ammann, Jorge Martinez-Gil, Michael Mayr, Georgios C. Chasparis
2024	J	`jnl`	Automated Knowledge Graph Learning in Industrial Processes. CoRR Lolitta Ammann, Jorge Martinez-Gil, Michael Mayr, Georgios C. Chasparis
2024	C	`conf`	Causal Time-Series Synchronization for Multi-Dimensional Forecasting. ISM Michael Mayr, Georgios C. Chasparis, Josef Küng
2024	J	`jnl`	Causal Time-Series Synchronization for Multi-Dimensional Forecasting. CoRR Michael Mayr, Georgios C. Chasparis, Josef Küng
2024	J	`jnl`	Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance. Data Knowl. Eng. Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2024	B	`conf`	Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry. DaWaK Michael Mayr, Georgios C. Chasparis, Josef Küng
2024	J	`jnl`	Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry. CoRR Michael Mayr, Georgios C. Chasparis, Josef Küng
2024	C	`conf`	Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoDIT Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian
2024	J	`jnl`	Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach. CoRR Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K. Ramasubramanian
2023	—	`conf`	Automated Cross Channel Temperature Predictions for the PFR Lime Kiln Operating Support. MED Aleksey V. Kychkin, Georgios C. Chasparis, Stefano Ellero
2023	J	`jnl`	Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2023	C	`conf`	PAS - A Feature Selection Process Definition for Industrial Settings. ISM Sabrina Luftensteiner, Georgios C. Chasparis, Josef Küng
2023	J	`jnl`	Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2022	—	`conf`	Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing. DEXA Workshops Manuela Geiß, Martin Baresch, Georgios C. Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick
2022	J	`jnl`	Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing. CoRR Manuela Geiß, Martin Baresch, Georgios C. Chasparis, Edwin Schweiger, Nico Teringl, Michael Zwick
2022	C	`conf`	Gathering Expert Knowledge in Process Industry. ISM Sabrina Luftensteiner, Georgios C. Chasparis, Michael Mayr
2022	J	`jnl`	Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines. CoRR Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2022	B	`conf`	Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines. DaWaK Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
2021	C	`conf`	Abstracting Process Mining Event Logs From Process-State Data To Monitor Control-Flow Of Industrial Manufacturing Processes. ISM Michael Mayr, Sabrina Luftensteiner, Georgios C. Chasparis
2021	B	`conf`	Filter-Based Feature Selection Methods for Industrial Sensor Data: A Review. DaWaK Sabrina Luftensteiner, Michael Mayr, Georgios C. Chasparis
2021	C	`conf`	Generalized Input-Output Hidden-Markov-Models for Supervising Industrial Processes. ISM Georgios C. Chasparis, Sabrina Luftensteiner, Michael Mayr
2020	J	`jnl`	Corrections to "Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games". IEEE Trans. Autom. Control. Georgios C. Chasparis
2019	—	`conf`	A Demand-Response Framework in Balance Groups through Direct Battery-Storage Control. ECC Georgios C. Chasparis, Mario Pichler, Thomas Natschläger
2019	J	`jnl`	A cooperative demand-response framework for day-ahead optimization in battery pools. Energy Inform. Georgios C. Chasparis, Mario Pichler, Johanna Spreitzhofer, Tara Esterl
2019	J	`jnl`	Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning. Int. J. Parallel Program. Georgios C. Chasparis, Michael Rossbory
2019	C	`conf`	Learning-Based Dynamic Pinning of Parallelized Applications in Many-Core Systems. PDP Georgios C. Chasparis, Michael Rossbory, Vladimir Janjic, Kevin Hammond
2019	J	`jnl`	Measurement-based efficient resource allocation with demand-side adjustments. Autom. Georgios C. Chasparis
2019	J	`jnl`	Stochastic Stability of Perturbed Learning Automata in Positive-Utility Games. IEEE Trans. Autom. Control. Georgios C. Chasparis
2018	—	`conf`	Aspiration-based Perturbed Learning Automata. ECC Georgios C. Chasparis
2018	J	`jnl`	Aspiration-based Perturbed Learning Automata. CoRR Georgios C. Chasparis
2018	—	`conf`	Decentralized Energy Networks Based on Blockchain: Background, Overview and Concept Discussion. BIS (Workshops) Mario Pichler, Marcus Meisel, Andrija Goranovic, Kurt Leonhartsberger, Georg Lettner, Georgios C. Chasparis, Heribert Vallant, Stefan Marksteiner, Hemma Bieser
2018	J	`jnl`	Learning-based Dynamic Pinning of Parallelized Applications in Many-Core Systems. CoRR Georgios C. Chasparis, Vladimir Janjic, Michael Rossbory, Kevin Hammond
2017	J	`jnl`	An Evolutionary Stochastic-Local-Search Framework for One-Dimensional Cutting-Stock Problems. CoRR Georgios C. Chasparis, Michael Rossbory, Verena Haunschmid
2017	—	`conf`	Efficient Dynamic Pinning of Parallelized Applications by Reinforcement Learning with Applications. Euro-Par Georgios C. Chasparis, Michael Rossbory, Vladimir Janjic
2017	J	`jnl`	Measurement-based Efficient Resource Allocation with Demand-Side Adjustments. CoRR Georgios C. Chasparis
2017	J	`jnl`	Stochastic Stability Analysis of Perturbed Learning Automata with Constant Step-Size in Strategic-Form Games. CoRR Georgios C. Chasparis
2017	J	`jnl`	Stochastic Stability of Reinforcement Learning in Positive-Utility Games. CoRR Georgios C. Chasparis
2017	C	`conf`	Stochastic stability analysis of perturbed learning automata with constant step-size in strategic-form games. ACC Georgios C. Chasparis
2016	J	`jnl`	Design and implementation of distributed resource management for time-sensitive applications. Autom. Georgios C. Chasparis, Martina Maggio, Enrico Bini, Karl-Erik Årzén
2016	J	`jnl`	Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning. CoRR Georgios C. Chasparis, Michael Rossbory
2016	J	`jnl`	Generalized Online Transfer Learning for Climate Control in Residential Buildings. CoRR Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
2016	—	`conf`	On the optimization of material usage in power transformer manufacturing. IEEE Conf. on Intelligent Systems Georgios C. Chasparis, Werner Zellinger, Verena Haunschmid, Markus Riedenbauer, Reinhard Stumptner
2016	—	`conf`	Online transfer learning for climate control in residential buildings. ECC Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
2016	J	`jnl`	Regression Models for Output Prediction of Thermal Dynamics in Buildings. CoRR Georgios C. Chasparis, Thomas Natschläger
2016	J	`jnl`	Supervisory Output Prediction for Bilinear Systems by Reinforcement Learning. CoRR Georgios C. Chasparis, Thomas Natschläger
2015	J	`jnl`	Design and Implementation of Distributed Resource Management for Time Sensitive Applications. CoRR Georgios C. Chasparis, Martina Maggio, Enrico Bini, Karl-Erik Årzén
2015	—	`conf`	Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops Jorge Martinez-Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger
2015	J	`jnl`	Nonconvergence to saddle boundary points under perturbed reinforcement learning. Int. J. Game Theory Georgios C. Chasparis, Jeff S. Shamma, Anders Rantzer
2015	—	`conf`	Reinforcement-learning-based efficient resource allocation with demand-side adjustments. ECC Georgios C. Chasparis
2014	—	`conf`	Coevolutionary modeling in network formation. GlobalSIP Ibrahim Al-Shyoukh, Georgios C. Chasparis, Jeff S. Shamma
2014	—	`conf`	Nonlinear system identification of thermal dynamics in buildings. ECC Georgios C. Chasparis, Thomas Natschläger
2014	—	`conf`	Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops Jorge Martinez-Gil, Georgios C. Chasparis, Bernhard Freudenthaler, Thomas Natschläger
2014	—	`conf`	Supervisory system identification for bilinear systems with application to thermal dynamics in buildings. ISIC Georgios C. Chasparis, Thomas Natschläger
2013	B	`conf`	A Game-Theoretic Resource Manager for RT Applications. ECRTS Martina Maggio, Enrico Bini, Georgios C. Chasparis, Karl-Erik Årzén
2013	—	`conf`	A decomposition approach to multi-region optimal power flow in electricity networks. ECC Georgios C. Chasparis, Anders Rantzer, Kurt Jørnsten
2013	J	`jnl`	Aspiration Learning in Coordination Games. SIAM J. Control. Optim. Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
2013	C	`conf`	Distributed management of CPU resources for time-sensitive applications. ACC Georgios C. Chasparis, Martina Maggio, Karl-Erik Årzén, Enrico Bini
2013	J	`jnl`	Network Formation: Neighborhood Structures, Establishment Costs, and Distributed Learning. IEEE Trans. Cybern. Georgios C. Chasparis, Jeff S. Shamma
2012	J	`jnl`	Distributed Dynamic Reinforcement of Efficient Outcomes in Multiagent Coordination and Network Formation. Dyn. Games Appl. Georgios C. Chasparis, Jeff S. Shamma
2012	B	`conf`	Fair scheduling in common-pool games by aspiration learning. WiOpt Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
2011	J	`jnl`	Aspiration Learning in Coordination Games CoRR Georgios C. Chasparis, Ari Arapostathis, Jeff S. Shamma
2011	—	`conf`	Perturbed learning automata in potential games. CDC/ECC Georgios C. Chasparis, Jeff S. Shamma, Anders Rantzer
2010	—	`conf`	Aspiration learning in coordination games. CDC Georgios C. Chasparis, Jeff S. Shamma, Ari Arapostathis
2010	—	`conf`	Control of preferences in social networks. CDC Georgios C. Chasparis, Jeff S. Shamma
2008	—	`conf`	Efficient network formation by distributed reinforcement. CDC Georgios C. Chasparis, Jeff S. Shamma
2005	C	`conf`	Linear-programming-based multi-vehicle path planning with adversaries. ACC Georgios C. Chasparis, Jeff S. Shamma
2002	A	`conf`	Analysis and model-based control of servomechanisms with friction. IROS Evangelos G. Papadopoulos, Georgios C. Chasparis