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Maria Kaselimi
Maria Kaselimi
Dirección de correo verificada de mail.ntua.gr
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Bayesian-optimized bidirectional LSTM regression model for non-intrusive load monitoring
M Kaselimi, N Doulamis, A Doulamis, A Voulodimos, E Protopapadakis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
1422019
Context aware energy disaggregation using adaptive bidirectional LSTM models
M Kaselimi, N Doulamis, A Voulodimos, E Protopapadakis, A Doulamis
IEEE Transactions on Smart Grid 11 (4), 3054-3067, 2020
1372020
Multi-channel recurrent convolutional neural networks for energy disaggregation
M Kaselimi, E Protopapadakis, A Voulodimos, N Doulamis, A Doulamis
IEEE Access 7, 81047-81056, 2019
802019
A vision transformer model for convolution-free multilabel classification of satellite imagery in deforestation monitoring
M Kaselimi, A Voulodimos, I Daskalopoulos, N Doulamis, A Doulamis
IEEE Transactions on Neural Networks and Learning Systems, 2022
592022
Towards trustworthy energy disaggregation: A review of challenges, methods, and perspectives for non-intrusive load monitoring
M Kaselimi, E Protopapadakis, A Voulodimos, N Doulamis, A Doulamis
Sensors 22 (15), 5872, 2022
522022
A causal long short-term memory sequence to sequence model for TEC prediction using GNSS observations
M Kaselimi, A Voulodimos, N Doulamis, A Doulamis, D Delikaraoglou
Remote Sensing 12 (9), 1354, 2020
472020
EnerGAN++: A generative adversarial gated recurrent network for robust energy disaggregation
M Kaselimi, N Doulamis, A Voulodimos, A Doulamis, E Protopapadakis
IEEE Open Journal of Signal Processing 2, 1-16, 2020
392020
Energan: A generative adversarial network for energy disaggregation
M Kaselimi, A Voulodimos, E Protopapadakis, N Doulamis, A Doulamis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
392020
Deep recurrent neural networks for ionospheric variations estimation using GNSS measurements
M Kaselimi, A Voulodimos, N Doulamis, A Doulamis, D Delikaraoglou
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
312021
Interpretable deep learning framework for land use and land cover classification in remote sensing using SHAP
A Temenos, N Temenos, M Kaselimi, A Doulamis, N Doulamis
IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023
302023
Electricity: An efficient transformer for non-intrusive load monitoring
S Sykiotis, M Kaselimi, A Doulamis, N Doulamis
Sensors 22 (8), 2926, 2022
302022
Novel insights in spatial epidemiology utilizing explainable AI (XAI) and remote sensing
A Temenos, IN Tzortzis, M Kaselimi, I Rallis, A Doulamis, N Doulamis
Remote Sensing 14 (13), 3074, 2022
222022
Performance-aware NILM model optimization for edge deployment
S Sykiotis, S Athanasoulias, M Kaselimi, A Doulamis, N Doulamis, ...
IEEE Transactions on Green Communications and Networking, 2023
112023
A sequence-to-sequence temporal convolutional neural network for ionosphere prediction using GNSS observations
M Kaselimi, N Doulamis, A Doulamis, D Delikaraoglou
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
102020
A review of non-invasive sensors and artificial intelligence models for diabetic foot monitoring
M Kaselimi, E Protopapadakis, A Doulamis, N Doulamis
Frontiers in Physiology 13, 924546, 2022
92022
Performance comparison of physics-based and machine learning assisted multi-fidelity methods for the management of coastal aquifer systems
G Kopsiaftis, M Kaselimi, E Protopapadakis, A Voulodimos, A Doulamis, ...
Frontiers in Water 5, 1195029, 2023
52023
A first approach using graph neural networks on non-intrusive-load-monitoring
S Athanasoulias, S Sykiotis, M Kaselimi, E Protopapadakis, N Ipiotis
Proceedings of the 15th International Conference on PErvasive Technologies …, 2022
52022
COVID-19 spatio-temporal evolution using deep learning at a European level
I Kavouras, M Kaselimi, E Protopapadakis, N Bakalos, N Doulamis, ...
Sensors 22 (10), 3658, 2022
52022
Spatio-temporal ionospheric TEC prediction using a deep CNN-GRU model on GNSS measurements
M Kaselimi, N Doulamis, A Voulodimos, A Doulamis, D Delikaraoglou
2021 IEEE International geoscience and remote sensing symposium IGARSS, 8317 …, 2021
52021
Long-term recurrent convolutional networks for non-intrusive load monitoring
M Kaselimi, N Doulamis
Proceedings of the 13th ACM International Conference on PErvasive …, 2020
42020
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