Lefteri H. Tsoukalas

85 papers B 12C 1Misc 2Journal 30Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	—	`book`	Energy Transitions - The AI-Energy Nexus Energy Transitions Lefteri H. Tsoukalas
2025	J	`jnl`	Temporal Forecasting of Distributed Temperature Sensing in a Thermal Hydraulic System With Machine Learning and Statistical Models. IEEE Access Stella Pantopoulou, Matthew T. Weathered, Darius D. Lisowski, Lefteri H. Tsoukalas, Alexander Heifetz
2025	—	`conf`	The Economics of the AI-Energy Nexus. IISA Maria D. Karasimou, E. Kaliakouda, N. Bourbakis, Lefteri H. Tsoukalas
2024	—	`conf`	A Spiral-Theoretic Approach for Trustworthy AI/ML in DDDAS. DDDAS/Infosymbiotics Aspassia Daskalopulu, Alexander Chroneos, Ioannis Goulatis, Lefteri H. Tsoukalas
2024	—	`conf`	Benchmarking of Machine Learning Algorithms for Temperature Sensor Fault Time Series Classification. IISA Konstantinos Prantikos, Maria Pantopoulou, Stella Pantopoulou, Alexander Hefeitz, Lefteri H. Tsoukalas
2024	—	`conf`	Monitoring of Flow Rate Measurements Using LSTM Autoencoder. IISA Stella Pantopoulou, Maria Pantopoulou, Konstantinos Prantikos, Alexander Hefeitz, Lefteri H. Tsoukalas
2023	—	`conf`	Explainability Analysis of Weather Variables in Short- Term Load Forecasting. IISA Dimitrios Kontogiannis, Dimitrios Bargiotas, Aspassia Daskalopulu, Lefteri H. Tsoukalas
2022	—	`conf`	Monitoring and Secure Communications for Small Modular Reactors. DDDAS Maria Pantopoulou, Stella Pantopoulou, Madeleine Roberts, Derek Kultgen, Lefteri H. Tsoukalas, Alexander Heifetz
2022	J	`jnl`	Monitoring of Temperature Measurements for Different Flow Regimes in Water and Galinstan with Long Short-Term Memory Networks and Transfer Learning of Sensors. Comput. Stella Pantopoulou, Victoria Ankel, Matthew T. Weathered, Darius D. Lisowski, Anthonie Cilliers, Lefteri H. Tsoukalas, Alexander Heifetz
2021	J	`jnl`	Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending. CoRR Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani, Isaac E. Lagaris
2021	—	`conf`	Renewable Energy Sources and Impact on GDP Growth. IISA Maria D. Karasimou, Olga Mousiari, Lefteri H. Tsoukalas
2021	—	`conf`	Secure Decision Making and Inference in Critical Systems. IISA Stella Pantopoulou, Maria Pantopoulou, Lefteri H. Tsoukalas
2020	—	`conf`	Comparative Energy Information Analytics of Five European Economies. IISA Maria D. Karasimou, Vasileios Antonenas, Vasileios Laitsos, Vasileios Polychronides, Lefteri H. Tsoukalas
2020	—	`conf`	Critical Systems under Cyber Threats. IISA Styliani Pantopoulou, Pola Lydia Lagari, Clive H. Townsend, Lefteri H. Tsoukalas
2020	—	`conf`	Data-Based Defense-in-Depth of Critical Systems. DDDAS Styliani Pantopoulou, Pola Lydia Lagari, Clive H. Townsend, Lefteri H. Tsoukalas
2020	—	`conf`	Intelligent Data Analytics from the Energy Economics of the Greek Debt Crisis. IISA Maria D. Karasimou, Vasileios Antonenas, Vasileios Laitsos, Vasileios Polychronides, Lefteri H. Tsoukalas
2020	J	`jnl`	Systematic Construction of Neural Forms for Solving Partial Differential Equations Inside Rectangular Domains, Subject to Initial, Boundary and Interface Conditions. Int. J. Artif. Intell. Tools Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani, Isaac E. Lagaris
2020	J	`jnl`	Variance Counterbalancing for Stochastic Large-scale Learning. Int. J. Artif. Intell. Tools Pola Lydia Lagari, Lefteri H. Tsoukalas, Isaac E. Lagaris
2018	—	`ch.`	Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods. Handbook of Dynamic Data Driven Applications Systems Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Manolis Vavalis
2018	B	`ed.`	IEEE 30th International Conference on Tools with Artificial Intelligence, ICTAI 2018, 5-7 November 2018, Volos, Greece. ICTAI Lefteri H. Tsoukalas, Éric Grégoire, Miltiadis Alamaniotis
2018	—	`conf`	Load Management of Electric Vehicles Charging in New Generation Power Markets Based on Fuzzy Logic and the Concept of Virtual Budget. IISA Rafik Fainti, Maria D. Karasimou, Ioannis Tsionas, Lefteri H. Tsoukalas, Miltiadis Alamaniotis
2018	J	`jnl`	Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems. Eng. Appl. Artif. Intell. Miltiadis Alamaniotis, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick, Lefteri H. Tsoukalas
2017	—	`conf`	A three-stage scheme for consumers' partitioning using hierarchical clustering algorithm. IISA Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Georgios Karagiannis
2017	—	`conf`	Ampacity level monitoring utilizing fuzzy logic theory in deregulated power markets. IISA Rafik Fainti, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Maria D. Karasimou, Ioannis Tsionas
2017	J	`jnl`	Editorial. Int. J. Artif. Intell. Tools Anna Esposito, Antonietta Maria Esposito, Alda Troncone, Gennaro Cordasco, Andrea Orlandini, Lefteri H. Tsoukalas
2017	B	`conf`	Fuzzy Multi-kernel Approach in Intelligent Control of Energy Consumption in Smart Cities. ICTAI Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	—	`conf`	Anticipatory system for detection of hidden facilities utilizing nodal load consumption information in smart grids. GlobalSIP Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	J	`jnl`	Application of Artificial Neural Networks to Reliable Nuclear Data for Nonproliferation Modeling and Simulation. Int. J. Monit. Surveillance Technol. Res. Pola Lydia Lagari, Vladimir Sobes, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	J	`jnl`	Backpropagation Neural Network for Interval Prediction of Three-Phase Ampacity Level in Power Systems. Int. J. Monit. Surveillance Technol. Res. Rafik Fainti, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	—	`conf`	Evaluation of Human Machine Interface (HMI) in Nuclear Power Plants with Fuzzy Logic method. IISA Pola Lydia Lagari, Antonia Nasiakou, Rafik Fainti, Keyou Mao, Lefteri H. Tsoukalas, Robert Bean, Miltiadis Alamaniotis
2016	J	`jnl`	Fusion of Gaussian Process Kernel Regressors for Fault Prediction in Intelligent Energy Systems. Int. J. Artif. Intell. Tools Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	J	`jnl`	Hierarchical Method Based on Artificial Neural Networks for Power Output Prediction of a Combined Cycle Power Plant. Int. J. Monit. Surveillance Technol. Res. Rafik Fainti, Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	—	`conf`	Implementing smart energy systems: Integrating load and price forecasting for single parameter based demand response. ISGT Europe Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	—	`conf`	Leaky bucket approach implementing anticipatory control for nodal power flow management in smart energy systems. ISGT Europe Miltiadis Alamaniotis, Antonia Nasiakou, Rafik Fainti, Lefteri H. Tsoukalas
2016	—	`conf`	MatGridGUI - A toolbox for GridLAB-D simulation platform. IISA Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	—	`conf`	Multi-kernel anticipatory approach to intelligent control with application to load management of electrical appliances. MED Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2016	B	`conf`	Privacy-Driven Electricity Group Demand Response in Smart Cities Using Particle Swarm Optimization. ICTAI Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Mark Buckner
2016	—	`conf`	Three-phase congestion prediction utilizing artificial neural networks. IISA Rafik Fainti, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2015	J	`jnl`	A Review of Incentive Based Demand Response Methods in Smart Electricity Grids. Int. J. Monit. Surveillance Technol. Res. Vasiliki Chrysikou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2015	—	`conf`	An autonomous intelligent wheelchair for assisting people at need in smart homes: A case study. IISA Nikolaos G. Bourbakis, Iosif Papadakis Ktistakis, Lefteri H. Tsoukalas, Miltiadis Alamaniotis
2015	—	`conf`	Anomaly detection in radiation signals using kernel machine intelligence. IISA Miltiadis Alamaniotis, Chan K. Choi, Lefteri H. Tsoukalas
2015	—	`conf`	Anticipation of minutes-ahead household active power consumption using Gaussian processes. IISA Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2015	J	`jnl`	Application of Fireworks Algorithm in Gamma-Ray Spectrum Fitting for Radioisotope Identification. Int. J. Swarm Intell. Res. Miltiadis Alamaniotis, Chan K. Choi, Lefteri H. Tsoukalas
2015	B	`conf`	Developing Intelligent Radiation Analysis Systems: A Hybrid Wave-Fuzzy Methodology for Analysis of Radiation Spectra. ICTAI Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2015	J	`jnl`	Genetic Optimal Regression of Relevance Vector Machines for Electricity Pricing Signal Forecasting in Smart Grids. IEEE Trans. Smart Grid Miltiadis Alamaniotis, Dimitrios T. Bargiotas, Nikolaos G. Bourbakis, Lefteri H. Tsoukalas
2015	B	`conf`	Multiobjective Unfolding of Shared Power Consumption Pattern Using Genetic Algorithm for Estimating Individual Usage in Smart Cities. ICTAI Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
2015	—	`conf`	Very-short term forecasting of electricity price signals using a Pareto composition of kernel machines in smart power systems. GlobalSIP Miltiadis Alamaniotis, Nikolaos G. Bourbakis, Lefteri H. Tsoukalas
2014	J	`jnl`	Assessment of Fuzzy Logic Radioisotopic Pattern Identifier on Gamma-Ray Signals with Application to Security. Int. J. Monit. Surveillance Technol. Res. Miltiadis Alamaniotis, Jason Young, Lefteri H. Tsoukalas
2014	—	`conf`	Chaotic neural networks for intelligent signal encryption. IISA Stylianos Chatzidakis, Phillip Forsberg, Lefteri H. Tsoukalas
2014	J	`jnl`	Creep Rupture Forecasting: A Machine Learning Approach to Useful Life Estimation. Int. J. Monit. Surveillance Technol. Res. Stylianos Chatzidakis, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2014	—	`conf`	Creep rupture forecasting for high performance energy systems. IISA Stylianos Chatzidakis, Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2014	J	`jnl`	Demos: A Distributed Model based on Autonomous, Intelligent Agents with Monitoring and Anticipatory Responses for Energy Management in Smart Cities. Int. J. Monit. Surveillance Technol. Res. Nikolaos G. Bourbakis, Lefteri H. Tsoukalas, Miltiadis Alamaniotis, Rong Gao, K. Kerkman
2014	—	`conf`	Virtual cost approach: Electricity consumption scheduling for smart grids/cities in price-directed electricity markets. IISA Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Nikolaos G. Bourbakis
2013	—	`conf`	Layered-based approach to virtual storage for smart power systems. IISA Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2013	J	`jnl`	Neuro-SVM Anticipatory System for Online Monitoring of Radiation and Abrupt Change Detection. Int. J. Monit. Surveillance Technol. Res. Miltiadis Alamaniotis, Lefteri H. Tsoukalas
2012	J	`jnl`	Optimal Assembly of Support Vector Regressors with Application to System Monitoring. Int. J. Artif. Intell. Tools Miltiadis Alamaniotis, Andreas Ikonomopoulos, Lefteri H. Tsoukalas
2010	—	`conf`	Smart Grids: Importance of Power Quality. ICST E-Energy Vivek Agarwal, Lefteri H. Tsoukalas
2010	—	`conf`	Towards an Energy Internet: A Game-Theoretic Approach to Price-Directed Energy Utilization. ICST E-Energy Miltiadis Alamaniotis, Rong Gao, Lefteri H. Tsoukalas
2009	B	`conf`	Engineering Solution to Nuclear Material Detection at Ports: Introducing the Novel iMASS Paradigm. ICTAI Miltiadis Alamaniotis, Jason Young, John Perry, Shanjie Xiao, Vivek Agarwal, Phillip Forsberg, Rong Gao, Chan K. Choi, Lefteri H. Tsoukalas, Tatjana Jevremovic
2009	B	`conf`	Expert System for Decision Making and Instructing Nuclear Resonance Fluorescence Cargo Interrogation. ICTAI Miltiadis Alamaniotis, Rong Gao, Lefteri H. Tsoukalas, Tatjana Jevremovic
2009	B	`conf`	Intelligent Order-Based Method for Synthesis of NRF Spectra and Detection of Hazardous Materials. ICTAI Miltiadis Alamaniotis, Rong Gao, Lefteri H. Tsoukalas, Tatjana Jevremovic
2009	B	`conf`	PEAKSEEK: A Statistical Processing Algorithm for Radiation Spectrum Peak Identification. ICTAI Phillip Forsberg, Vivek Agarwal, John Perry, Rong Gao, Lefteri H. Tsoukalas, Tatjana Jevremovic
2007	Misc	`conf`	DDDAS for Autonomic Interconnected Systems: The National Energy Infrastructure. International Conference on Computational Science (1) Christoph Martin Hoffmann, Emily T. Swain, Yunlin Xu, Thomas J. Downar, Lefteri H. Tsoukalas, Philip Top, Murat Senel, Mark R. Bell, Edward John Coyle, B. Loop, Dionysios Aliprantis, Oleg Wasynczuk, Sakis A. Meliopoulos
2007	J	`jnl`	Hazardous Material Identification Using a Neurofuzzy Methodology. Int. J. Artif. Intell. Tools Junguo Bian, Rong Gao, Lefteri H. Tsoukalas
2007	Misc	`conf`	Implementing Virtual Buffer for Electric Power Grids. International Conference on Computational Science (1) Rong Gao, Lefteri H. Tsoukalas
2006	—	`conf`	Kernel Regression Based Short-Term Load Forecasting. ICANN (2) Vivek Agarwal, Anton Bougaev, Lefteri H. Tsoukalas
2006	—	`conf`	The Application of Neural Networks to Electric Power Grid Simulation. ICANN (2) Emily T. Swain, Yunlin Xu, Rong Gao, Thomas J. Downar, Lefteri H. Tsoukalas
2003	J	`jnl`	Next-generation hearing prosthetics. IEEE Robotics Autom. Mag. Rong Gao, S. Basseas, Dimitrios T. Bargiotas, Lefteri H. Tsoukalas
2001	J	`jnl`	A Novel Neural-Wavelet Diagnostics Approach: Application to Magnetic Flowmeter. Int. J. Artif. Intell. Tools Rong Gao, E. Eryurek, Lefteri H. Tsoukalas
2001	J	`jnl`	Automating the analysis of option pricing algorithms through intelligent knowledge acquisition approaches. IEEE Trans. Syst. Man Cybern. Part A Vassilios S. Verykios, Elias N. Houstis, Lefteri H. Tsoukalas, Konstantinos N. Pantazopoulos
2001	J	`jnl`	Generalized fuzzy indices for similarity matching. Fuzzy Sets Syst. Yannis A. Tolias, Stavros M. Panas, Lefteri H. Tsoukalas
2001	J	`jnl`	Neural-wavelet Methodology for Load Forecasting. J. Intell. Robotic Syst. Rong Gao, Lefteri H. Tsoukalas
2000	C	`conf`	New Generation Intelligent Hearing Prosthetics. BIBE A. Radhakrishnan, V. Viswanathan, Rong Gao, Lefteri H. Tsoukalas, S. Basseas
1999	B	`conf`	Neurofuzzy Approaches for Advanced Hearing Devices. ICTAI Rong Gao, Y. Liu, S. Basseas, Lefteri H. Tsoukalas
1999	B	`conf`	Signal Trend Identification with Fuzzy Methods. ICTAI Xin Wang, Thomas Y. C. Wei, Jaques Reifman, Lefteri H. Tsoukalas
1998	J	`jnl`	Financial prediction and trading strategies using neurofuzzy approaches. IEEE Trans. Syst. Man Cybern. Part B Konstantinos N. Pantazopoulos, Lefteri H. Tsoukalas, Nikolaos G. Bourbakis, M. J. Brun, Elias N. Houstis
1998	J	`jnl`	Neurofuzzy Approaches and Their Application to Nuclear Power Systems. Comput. Artif. Intell. Robert E. Uhrig, Lefteri H. Tsoukalas
1998	J	`jnl`	Neurofuzzy approaches to anticipation: a new paradigm for intelligent systems. IEEE Trans. Syst. Man Cybern. Part B Lefteri H. Tsoukalas
1997	B	`conf`	A New Hybrid Neural-Genetic Methodology for Improving Learning. ICTAI A. Likartsis, I. Vlachavas, Lefteri H. Tsoukalas
1997	J	`jnl`	Neurofuzzy Anticipatory Systems: A New Approach to Intelligent Control. Int. J. Artif. Intell. Tools Lefteri H. Tsoukalas
1997	J	`jnl`	Neurofuzzy Motion Planners for Intelligent Robots. J. Intell. Robotic Syst. Lefteri H. Tsoukalas, Elias N. Houstis, G. V. Jones
1997	—	`conf`	Neurofuzzy characterization of financial time series in an anticipatory framework. CIFEr Konstantinos N. Pantazopoulos, Lefteri H. Tsoukalas, Elias N. Houstis
1990	—	`conf`	A Hybrid Expert System - Neural Networks Methodology for Anticipatory Control in a Process Environment. IEA/AIE (Vol. 2) Lefteri H. Tsoukalas, J. Reyes-Jimenez
1990	—	`conf`	Expert system driven fuzzy control application to power reactors. TAI Lefteri H. Tsoukalas, R. C. Berkan, Belle R. Upadhyaya, Robert E. Uhrig, R. A. Kisner
1989	—	`conf`	Anticipatory monitoring and control in a process environment. IEA/AIE (1) Lefteri H. Tsoukalas, G. W. Lee, M. Ragheb