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ORCIDNikolaos Bakalos
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- affiliation: National Technical University of Athens, Institute of Communication and Computer Systems, Greece
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Journal Articles
- 2022
[j5]Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis:
COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors 22(10): 3658 (2022)- 2021
- [j4]Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos
:
Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. 37(1): 47-62 (2021) - 2020
- [j3]Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis:
Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications 40(4): 26-38 (2020) - 2019
- [j2]Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Matthaios Bimpas, Aikaterini Angeli, Nikolaos Bakalos, Alessandro Giusti, Panayiotis Philimis, Antonio Varriale, Alessio Ausili, Sabato d'Auria, George Lampropoulos, Matthias Baer, Bernhard Schmauss, Stephan Freitag, Bernhard Lendl, Krzysztof Mlynarczyk, Aleksandra Sosna-Glebska, Artur Trajnerowicz, Jaroslaw Pawluczyk, Mateusz Zbik, Jacek Kulakowski, Panagiotis Georgiadis, Stéphane Blaser, Nicola Bazzurro:
WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. Sensors 19(1): 33 (2019) - [j1]Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li:
Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. IEEE Signal Process. Mag. 36(2): 36-48 (2019)
Conference and Workshop Papers
- 2023
- [c19]Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Andreas Varvarigos, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. ISVC (1) 2023: 199-209 - [c18]Iason Katsamenis, Athanasios Sakelliou, Nikolaos Bakalos, Eftychios Protopapadakis, Christos Klaridopoulos, Nikolaos Frangakis, Matthaios Bimpas, Dimitris Kalogeras:
Deep transformer networks for precise pothole segmentation tasks. PETRA 2023: 596-602 - [c17]Iason Katsamenis, Nikolaos Bakalos, Eftychios Protopapadakis, Eleni Eirini Karolou, Georgios Kopsiaftis, Athanasios Voulodimos:
Real time road defect monitoring from UAV visual data sources. PETRA 2023: 603-609 - [c16]Christos Ntokos, Nikolaos Bakalos, Dimitrios Kalogeras:
Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data. PETRA 2023: 617-624 - 2022
- [c15]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. ISVC (2) 2022: 320-331 - [c14]Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis:
Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) 2022: 325-335 - [c13]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. PETRA 2022: 615-621 - 2021
- [c12]Nikolaos Bakalos, Iason Katsamenis, Eleni Eirini Karolou, Nikolaos Doulamis:
Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. NiDS 2021: 256-263 - [c11]Nikolaos Bakalos, Iason Katsamenis, Athanasios Voulodimos:
Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments. PETRA 2021: 420-425 - [c10]Nikolaos Bakalos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA 2021: 426-430 - 2020
- [c9]Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Kassiani Papasotiriou, Matthaios Bimpas:
Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. CPS4CIP 2020: 77-86 - [c8]Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis:
Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. ICIP 2020: 1826-1830 - [c7]Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis:
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR 2020: 4688-4695 - [c6]Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe:
Neural network architectures for the detection of SYN flood attacks in IoT systems. PETRA 2020: 69:1-69:4 - [c5]Nikolaos Bakalos, Sofia Soile, Charalabos Ioannidis:
Semantic classification of monuments' decoration materials using convolutional neural networks: a case study for meteora byzantine churches. PETRA 2020: 70:1-70:6 - 2019
- [c4]Nikolaos Bakalos, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis:
A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. ICASSP 2019: 4005-4009 - [c3]Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis:
Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP 2019: 1940-1944 - [c2]Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos:
Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES 2019: 1-7 - 2017
- [c1]Nikolaos G. Bakalos, Marc Bonazountas, Valantis Tsiakos, Vasilis Hadjipanos:
Providing Certified Paths for Safe Port Operation: The e-Mariner paradigm. PETRA 2017: 331-334
Parts in Books or Collections
- 2020
- [p1]Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis:
Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. Visual Computing for Cultural Heritage 2020: 103-119
Informal and Other Publications
- 2024
- [i5]Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis:
Learning using privileged information for segmenting tumors on digital mammograms. CoRR abs/2402.06379 (2024) - 2023
- [i4]Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. CoRR abs/2303.01582 (2023) - 2022
- [i3]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. CoRR abs/2205.02152 (2022) - [i2]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images. CoRR abs/2208.08343 (2022) - 2020
- [i1]Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis:
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR abs/2004.08153 (2020)
Coauthor Index
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