Maria Drakaki

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 · 265 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

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

Maria Drakaki, Claus Mathiesen, Hartwig R. Siebner et al. · Brain stimulation · 2022 · 72 citations · Full text

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 · 54 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +18

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 · 53 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17

Manufacturing Scheduling Using Colored Petri Nets and Reinforcement Learning

Maria Drakaki, Panagiotis Tzionas · Applied Sciences · 2017 · 50 citations · Full text

Artificial Intelligence, Petri Net, Engineering +14