Nikolaos Bakas

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Manolis PapadrakakisProfessor Em., School of Civil Engineering, National Technical University of AthensVerified email at central.ntua.gr
Nikos D. LagarosVice Rector of NTUA, Professor of Structural Optimization at School of Civil EngineeringVerified email at central.ntua.gr
Vagelis PlevrisQatar UniversityVerified email at qu.edu.qa
Savvas A. ChatzichristofisNeapolis University PafosVerified email at nup.ac.cy
Thomas DimopoulosNeapolis University PafosVerified email at nup.ac.cy
John BellosNeapolis University PafosVerified email at nup.ac.cy
German SolorzanoOslo Metropolitan UniversityVerified email at oslomet.no
Spyros MakridakisUniversity of Nicosia, Inst. For the Future (IFF), the Makridakis Open Forecast. Center MOFCVerified email at UNIC.ac.cy
Andreas LangousisProfessor of Hydrology and Hydraulics, Department of Civil Engineering, University of Patras, GreeceVerified email at upatras.gr
jason wasiakUniversity Of NewcastleVerified email at newcastle.edu.au
Maria PapadakiAssociate ProfessorVerified email at buid.ac.ae
Diofantos G. HadjimitsisProfessor, Cyprus University of Technology, Coordinator of the 'Excelsior' H2020 Teaming ProjectVerified email at cut.ac.cy
Hristos TyralisHellenic Air ForceVerified email at hydro.ntua.gr
Dimos C. CharmpisAssociate Professor, University of CyprusVerified email at ucy.ac.cy
Robert WareGriffith UniversityVerified email at griffith.edu.au
Mihalis A. NicolaouThe Cyprus InstituteVerified email at cyi.ac.cy
Michalis FragiadakisNational Technical University of Athens, School of Civil EngineeringVerified email at mail.ntua.gr
Ioannis(Yannis) Karamitsos, Ph.D.Rochester Institute of Technology-Dubai CampusVerified email at rit.edu
Richard KirkhamThe University of ManchesterVerified email at manchester.ac.uk
Edward G. OchiengProfessor of Project ManagementVerified email at buid.ac.ae

Nikolaos Bakas

GRNET

Verified email at grnet.gr

Machine Learning Numerical Methods Computational Mechanics


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Investigation of performance metrics in regression analysis and machine learning-based prediction models V Plevris, G Solorzano, NP Bakas, MEA Ben Seghier 8th European Congress on Computational Methods in Applied Sciences and …, 2022	138	2022
Sensitivity analysis of machine learning models for the mass appraisal of real estate. Case study of residential units in Nicosia, Cyprus T Dimopoulos, N Bakas Remote sensing 11 (24), 3047, 2019	68	2019
Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus T Dimopoulos, H Tyralis, NP Bakas, D Hadjimitsis Advances in geosciences 45, 377-382, 2018	61	2018
A survey of prevalence of narrative and systematic reviews in five major medical journals CM Faggion, NP Bakas, J Wasiak BMC Medical Research Methodology 17, 1-7, 2017	47	2017
An analysis of retractions of dental publications CM Faggion Jr, RS Ware, N Bakas, J Wasiak Journal of dentistry 79, 19-23, 2018	46	2018
New fundamental period formulae for soil-reinforced concrete structures interaction using machine learning algorithms and ANNs DZ Gravett, C Mourlas, VL Taljaard, N Bakas, G Markou, M Papadrakakis Soil Dynamics and Earthquake Engineering 144, 106656, 2021	44	2021
Forecasting and uncertainty: A survey S Makridakis, N Bakas Risk and Decision Analysis 6 (1), 37-64, 2016	42	2016
AI-based shear capacity of FRP-reinforced concrete deep beams without stirrups M AlHamaydeh, G Markou, N Bakas, M Papadrakakis Engineering Structures 264, 114441, 2022	35	2022
Ratio of Torsion (ROT): An index for assessing the global induced torsion in plan irregular buildings CG Stathi, NP Bakas, ND Lagaros, M Papadrakakis Earthquakes and Structures 9 (1), 145-171, 2015	27	2015
Big data from social media and scientific literature databases reveals relationships among risk management, project management and project success D Papadaki, DN Bakas, D Karamitsos, D Kirkham Project Management and Project Success (September 26, 2019), 2019	23	2019
Pure random orthogonal search (PROS): a plain and elegant parameterless algorithm for global optimization V Plevris, NP Bakas, G Solorzano Applied Sciences 11 (11), 5053, 2021	22	2021
Numerical solution for the extrapolation problem of analytic functions NP Bakas Research, 2019	17	2019
An artificial intelligence algorithm analyzing 30 years of research in mass appraisals T Dimopoulos, N Bakas RELAND: International Journal of Real Estate & Land Planning 2, 10-27, 2019	17	2019
Automatic minimization of the rigidity eccentricity of 3D reinforced concrete buildings ND Lagaros, M Papadrakakis, N Bakas Journal of earthquake engineering 10 (04), 533-564, 2006	17	2006
A general framework of high-performance machine learning algorithms: application in structural mechanics G Markou, NP Bakas, SA Chatzichristofis, M Papadrakakis Computational Mechanics 73 (4), 705-729, 2024	16	2024
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 … G Markou, NP Bakas Computers and Concrete 28 (6), 433-447, 2021	15	2021
Bibliometric literature review of adaptive learning systems D Koutsantonis, K Koutsantonis, NP Bakas, V Plevris, A Langousis, ... Sustainability 14 (19), 12684, 2022	14	2022
Literature review of masonry structures under earthquake excitation utilizing machine learning algorithms V Plevris, N Bakas, G Markeset, J Bellos European Community on Computional Methods in Applied Sciences (ECCOMAS), 2017	14	2017
Optimum design approaches for improving the seismic performance of 3D RC buildings ND Lagaros, N Bakas, M Papadrakakis Journal of Earthquake Engineering 13 (3), 345-363, 2009	13	2009
ITSO: A novel inverse transform sampling-based optimization algorithm for stochastic search NP Bakas, V Plevris, A Langousis, SA Chatzichristofis Stochastic Environmental Research and Risk Assessment 36 (1), 67-76, 2022	10	2022

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