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ResearcherID: L-6478-2017
Scopus Author ID: 56426615700

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Works (14)

A Hybrid Machine Learning Model for Grade Prediction in Online Engineering Education

International Journal of Engineering Pedagogy
2022 | Journal article
DOI: 10.3991/IJEP.V12I3.23873
EID:

2-s2.0-85129101175

Part of ISSN: 21924880
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Acquiring, Analyzing and Interpreting Knowledge Data for Sustainable Engineering Education: An Experimental Study Using YouTube

Electronics (Switzerland)
2022 | Journal article
DOI: 10.3390/electronics11142210
EID:

2-s2.0-85136391982

Part of ISSN: 20799292
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Jacques, S.; Troussas, C.; Sgouropoulou, C.; Ouahabi, A.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Evaluating Remote Task Assignment of an Online Engineering Module through Data Mining in a Virtual Communication Platform Environment

Electronics (Switzerland)
2022 | Journal article
DOI: 10.3390/electronics11010158
EID:

2-s2.0-85122204352

Part of ISSN: 20799292
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Grade Prediction Modeling in Hybrid Learning Environments for Sustainable Engineering Education

Sustainability (Switzerland)
2022 | Journal article
DOI: 10.3390/su14095205
EID:

2-s2.0-85129017794

Part of ISSN: 20711050
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Jacques, S.; Troussas, C.; Sgouropoulou, C.; Ouahabi, A.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Analysis of Engineering Student Data in Online Higher Education during the COVID-19 Pandemic

International Journal of Engineering Pedagogy
2021 | Journal article
DOI: 10.3991/ijep.v11i6.23259
EID:

2-s2.0-85122072609

Part of ISSN: 21924880
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Creating a metamodel for predicting learners satisfaction by utilizing an educational information system during COVID-19 pandemic

Frontiers in Artificial Intelligence and Applications
2021 | Book
DOI: 10.3233/FAIA210085
EID:

2-s2.0-85116772720

Part of ISSN: 09226389
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Data mining for improving online higher education amidst COVID-19 pandemic: A case study in the assessment of engineering students

Frontiers in Artificial Intelligence and Applications
2021 | Book
DOI: 10.3233/FAIA210088
EID:

2-s2.0-85116761382

Part of ISSN: 09226389
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Forecasting discharge rate and chloride content of karstic spring water by applying the Levenberg–Marquardt algorithm

Environmental Earth Sciences
2021 | Journal article
DOI: 10.1007/s12665-021-09685-5
EID:

2-s2.0-85106944077

Part of ISSN: 18666299 18666280
Contributors: Bekas, G.K.; Alexakis, D.E.; Gamvroula, D.E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

The impact of different learning approaches based on ms teams and moodle on students' performance in an on-line mechanical cad module

Global Journal of Engineering Education
2021 | Journal article
EID:

2-s2.0-85118799267

Part of ISSN: 13283154
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Troussas, C.; Sgouropoulou, C.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Machine Learning and Statistical Analysis applied on Mechanical Engineering CAD course: A Case Study during ERTE Pahse in the Context of Higher Education

4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings
2020 | Conference paper
DOI: 10.1109/ISMSIT50672.2020.9254924
EID:

2-s2.0-85097685931
Contributors: Kanetaki, Z.; Stergiou, C.; Bekas, G.; Kanetaki, E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Machine learning and optimality in multi storey reinforced concrete frames

Infrastructures
2017 | Journal article
DOI: 10.3390/infrastructures2020006
EID:

2-s2.0-85074604346

Part of ISSN: 24123811
Contributors: Bekas, G.K.; Stavroulakis, G.E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Life cycle analysis and optimization of a steel building

Computational Methods in Applied Sciences
2015 | Book
DOI: 10.1007/978-3-319-18320-6_20
EID:

2-s2.0-84963532515

Part of ISSN: 18713033
Contributors: Bekas, G.K.; Kaziolas, D.N.; Stavroulakis, G.E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Life cycle analysis and optimization of a timber building

Energy Procedia
2015 | Conference paper
DOI: 10.1016/j.egypro.2015.12.194
EID:

2-s2.0-84958168028

Part of ISSN: 18766102
Contributors: Kaziolas, D.N.; Bekas, G.K.; Zygomalas, I.; Stavroulakis, G.E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier

Life cycle analysis of a steel building

OPT-i 2014 - 1st International Conference on Engineering and Applied Sciences Optimization, Proceedings
2014 | Conference paper
EID:

2-s2.0-84911897005
Contributors: Bekas, G.; Kaziolas, D.N.; Stavroulakis, G.E.
Source: Self-asserted source
GEORGIOS BEKAS via Scopus - Elsevier
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