Maria Drakaki

Statistics

Publications

Citations

847

H-Index

Active since

1992

Affiliations

Alexander Technological Educational Institute of Thessaloniki(Current)

International Hellenic University

Democritus University of Thrace

Maria Drakaki is an author at Alexander Technological Educational Institute of Thessaloniki specializing in computing, artificial intelligence, and machine learning.

ORCID

Publications per year

1992–2022

Publications

Machine Learning in Disaster Management: Recent Developments in Methods and Applications

Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas et al. · Machine Learning and Knowledge Extraction · 2022 · 283 citations · Full text

Computing, Computer Science, Risk Management +12

Database of 25 validated coil models for electric field simulations for TMS

Maria Drakaki, Claus Mathiesen, Hartwig R. Siebner et al. · Brain stimulation · 2022 · 81 citations · Full text

Engineering, Biomedical Engineering, Neuroscience +16

Machine learning and deep learning based methods toward industry 4.0 predictive maintenance in induction motors: State of the art survey

Maria Drakaki, Yannis L. Karnavas, Ioannis A. Tziafettas et al. · Journal of Industrial Engineering and Management · 2022 · 62 citations · Full text

Computing, Computer Science, Industrial Engineering +17

A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors

Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki et al. · Machine Learning and Knowledge Extraction · 2021 · 59 citations · Full text

Computing, Computer Science, Computer Vision +16

Manufacturing Scheduling Using Colored Petri Nets and Reinforcement Learning

Maria Drakaki, Panagiotis Tzionas · Applied Sciences · 2017 · 51 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

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