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| | Issue Date | Title | Author(s) | Journal |
| 1 | 1-Apr-2024 | A general framework of high-performance machine learning algorithms: application in structural mechanics | Markou, George ; Bakas, Nikolaos P. ; Chatzichristofis, Savvas A. ; Papadrakakis, Manolis | Computational Mechanics |
| 2 | 2024 | Big Data Generation and Comparative Analysis of Machine Learning Models in Predicting the Fundamental Period of Steel Structures Considering Soil-Structure Interaction | Van Der Westhuizen, Ashley Megan ; Bakas, Nikolaos P. ; Markou, George | International Journal of Computational Methods |
| 3 | 1-Jun-2023 | Advanced numerical modelling of the nonlinear mechanical behaviour of a laterally loaded pile embedded in stiff unsaturated clay | Braun, Kevin T. ; Bakas, Nikolaos P. ; Markou, George ; Jacobsz, S. W. | Journal of the South African Institution of Civil Engineering |
| 4 | 1-Dec-2021 | Prediction of the shear capacity of reinforced concrete slender beams without stirrups by applying artificial intelligence algorithms in a big database of beams generated by 3D nonlinear finite element analysis | Markou, George ; Bakas, Nikolaos P. | Computers and Concrete |
| 5 | 1-May-2021 | New fundamental period formulae for soil-reinforced concrete structures interaction using machine learning algorithms and ANNs | Gravett, Dewald Z. ; Mourlas, Christos ; Taljaard, Vicky Lee ; Bakas, Nikolaos P. ; Markou, George ; Papadrakakis, Manolis | Soil Dynamics and Earthquake Engineering |
| 6 | 2-Dec-2019 | Sensitivity analysis of machine learning models for the mass appraisal of real estate. Case study of residential units in Nicosia, Cyprus | Dimopoulos, Thomas ; Bakas, Nikolaos P. | Remote Sensing |
| 7 | 29-Nov-2018 | Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus | Dimopoulos, Thomas ; Tyralis, Hristos ; Bakas, Nikolaos P. ; Hadjimitsis, Diofantos G. | Advances in Geosciences |
