| Protecting water infrastructure from cyber and physical threats: Using multimodal data fusion and adaptive deep learning to monitor critical systems N Bakalos, A Voulodimos, N Doulamis, A Doulamis, A Ostfeld, ... IEEE Signal Processing Magazine 36 (2), 36-48, 2019 | 61 | 2019 |
| Neural network architectures for the detection of SYN flood attacks in IoT systems S Evmorfos, G Vlachodimitropoulos, N Bakalos, E Gelenbe Proceedings of the 13th ACM International Conference on PErvasive …, 2020 | 35 | 2020 |
| Machine learning for intangible cultural heritage: a review of techniques on dance analysis I Rallis, A Voulodimos, N Bakalos, E Protopapadakis, N Doulamis, ... Visual Computing for Cultural Heritage, 103-119, 2020 | 32 | 2020 |
| Choreographic pose identification using convolutional neural networks N Bakalos, I Rallis, N Doulamis, A Doulamis, E Protopapadakis, ... 2019 11th International Conference on Virtual Worlds and Games for Serious …, 2019 | 19 | 2019 |
| Public perception of autonomous mobility using ML-based sentiment analysis over social media data N Bakalos, N Papadakis, A Litke Logistics 4 (2), 12, 2020 | 14 | 2020 |
| Creating informed public acceptance by a user-centered human-machine interface for all automated transport modes LA Mathis, F Diederichs, H Widlroither, D Ruscio, L Napoletano, MR Zofka, ... Rethinking transport. 8th Transport Research Arena TRA 2020, April 27-30 …, 2020 | 13 | 2020 |
| Motion primitives classification using deep learning models for serious game platforms N Bakalos, I Rallis, N Doulamis, A Doulamis, A Voulodimos, V Vescoukis IEEE computer graphics and applications 40 (4), 26-38, 2020 | 11 | 2020 |
| Waterspy: A high sensitivity, portable photonic device for pervasive water quality analysis N Doulamis, A Voulodimos, A Doulamis, M Bimpas, A Angeli, N Bakalos, ... Sensors 19 (1), 33, 2018 | 11 | 2018 |
| Fall detection using multi-property spatiotemporal autoencoders in maritime environments I Katsamenis, N Bakalos, EE Karolou, A Doulamis, N Doulamis Technologies 10 (2), 47, 2022 | 8 | 2022 |
| Learning choreographic primitives through a bayesian optimized bi-directional LSTM model I Rallis, N Bakalos, N Doulamis, A Voulodimos, A Doulamis, ... 2019 IEEE International Conference on Image Processing (ICIP), 1940-1944, 2019 | 8 | 2019 |
| Dance posture/steps classification using 3D joints from the kinect sensors N Bakalos, E Protopapadakis, A Doulamis, N Doulamis 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th …, 2018 | 7 | 2018 |
| Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments N Bakalos, I Katsamenis, A Voulodimos Proceedings of the 14th PErvasive Technologies Related to Assistive …, 2021 | 6 | 2021 |
| A deep-narma filter for unusual behavior detection from visual, thermal and wireless signals N Bakalos, A Voulodimos, A Doulamis, N Doulamis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 6 | 2019 |
| 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 | 5 | 2022 |
| Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies I Rallis, N Bakalos, N Doulamis, A Doulamis, A Voulodimos The Visual Computer 37, 47-62, 2021 | 5 | 2021 |
| Indoor localization for 3d mobile cadastral mapping using machine learning techniques C Potsiou, N Doulamis, N Bakalos, M Gkeli, C Ioannidis ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020 | 5 | 2020 |
| A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation I Katsamenis, E Protopapadakis, N Bakalos, A Varvarigos, A Doulamis, ... International Symposium on Visual Computing, 199-209, 2023 | 4 | 2023 |
| Space-time domain tensor neural networks: An application on human pose classification K Makantasis, A Voulodimos, A Doulamis, N Bakalos, N Doulamis 2020 25th International Conference on Pattern Recognition (ICPR), 4688-4695, 2021 | 4 | 2021 |
| Fusing RGB and thermal imagery with channel state information for abnormal activity detection using multimodal bidirectional LSTM N Bakalos, A Voulodimos, N Doulamis, A Doulamis, K Papasotiriou, ... Cyber-Physical Security for Critical Infrastructures Protection: First …, 2021 | 4 | 2021 |
| Multispectral monitoring of microclimate conditions for non-destructive preservation of cultural heritage assets N Bakalos, N Doulamis, A Doulamis Strategic Innovative Marketing and Tourism: 8th ICSIMAT, Northern Aegean …, 2020 | 4 | 2020 |
