Dounis, A.; Stefopoulos, A. Intelligent Medical Diagnosis Reasoning Using Composite Fuzzy Relation, Aggregation Operators and Similarity Measure of q-Rung Orthopair Fuzzy Sets. Appl. Sci. 2023, 13, 12553. https://doi.org/10.3390/app132312553
Abdoalnasir Almabrok, Mihalis Psarakis, Anastasios Dounis, Implementing a Hardware-Based Big-Bang Big-Crunch optimized controller with Fractional-Order for a Heating, Ventilation, and air conditioning system, Energy and Buildings, Volume 299, 2023,
113613, ISSN 0378-7788, https://doi.org/10.1016/j.enbuild.2023.113613.
Dounis, A.; Avramopoulos, A.-N.; Kallergi, M. Hybrid Intelligent Pattern Recognition Systems for Mass Segmentation and Classification: A Pilot Study on Full-Field Digital Mammograms. Appl. Sci. 2023, 13, 10401. https://doi.org/10.3390/app131810401
Dounis, A.; Avramopoulos, A.-N.; Kallergi, M. Advanced Fuzzy Sets and Genetic Algorithm Optimizer for Mammographic Image Enhancement. Electronics 2023, 12, 3269. https://doi.org/10.3390/electronics12153269
Panagiotou, D.K.; Dounis, A.I. An ANFIS-Fuzzy Tree-GA Model for a Hospital’s Electricity Purchasing Decision-Making Process Integrated with Virtual Cost Concept. Sustainability 2023, 15, 8419. https://doi.org/10.3390/su15108419
Korkidis, P.; Dounis, A. Intelligent Fuzzy Models: WM, ANFIS, and Patch Learning for the Competitive Forecasting of Environmental Variables. Sustainability 2023, 15, 8032. https://doi.org/10.3390/su15108032
Poniris, S.; Dounis, A.I. Electric Vehicle Charging Schedules in Workplace Parking Lots Based on Evolutionary Optimization Algorithm. Energies 2023, 16, 221. https://doi.org/10.3390/en16010221
Panagiotis Korkidis, Anastasios Dounis. On Training Non-Uniform Fuzzy Partitions for Function Approximation using Differential Evolution: A Study on Fuzzy Transform and Fuzzy Projection, Information Sciences, Volume 619, 2023, Pages 867-888. https://doi.org/10.1016/j.ins.2022.11.050
Panagiotou, D.K.; Dounis, A.I. Comparison of Hospital Building’s Energy Consumption Prediction Using Artificial Neural Networks, ANFIS, and LSTM Network. Energies 2022, 15, 6453. https://doi.org/10.3390/en15176453
Dimitrios K. Panagiotou, Anastasios Dounis. Electricity Price Prediction for Hospitals Using a Hybrid ANFIS-FIS
Model. 5th International Conference on Energy and Environment: Bringing together Engineering and Economics, Porto, Portugal, 2-3 June 2022
Korkidis, P.; Dounis, A.; Kofinas, P. Computational Intelligence Technologies for Occupancy Estimation and Comfort Control in Buildings. Energies 2021, 14, 4971. https://doi.org/10.3390/en14164971
P. Kofinas, A. Dounis, P. Korkidis, “Fuzzy Reinforcement Learning Multi-agent System for Comfort and Energy Management in Buildings”, Proceedings of Sixth International Congress on Information and Communication Technology, ICICT 2021, London, 25–26 2021 link
Bavarinos, K.; Dounis, A.; Kofinas, P. Maximum Power Point Tracking Based on Reinforcement Learning Using Evolutionary Optimization Algorithms. Energies 2021, 14, 335. https://doi.org/10.3390/en14020335
Kyriakarakos, G.; Dounis, A. Intelligent Management of Distributed Energy Resources for Increased Resilience and Environmental Sustainability of Hospitals. Sustainability 2020, 12, 7379. https://doi.org/10.3390/su12187379