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Stavros Nousias
Stavros Nousias
Postdoctoral researcher, Technical University of Munich, Chair of Comp. Modelling and Simulation
Verified email at tum.de - Homepage
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Year
Exploiting gamification to improve eco-driving behaviour: The GamECAR approach
S Nousias, C Tselios, D Bitzas, D Amaxilatis, J Montesa, AS Lalos, ...
Electronic Notes in Theoretical Computer Science 343, 103-116, 2019
462019
An mHealth system for monitoring medication adherence in obstructive respiratory diseases using content based audio classification
S Nousias, AS Lalos, G Arvanitis, K Moustakas, T Tsirelis, D Kikidis, ...
IEEE Access 6, 11871-11882, 2018
272018
Fast mesh denoising with data driven normal filtering using deep variational autoencoders
S Nousias, G Arvanitis, AS Lalos, K Moustakas
IEEE Transactions on Industrial Informatics 17 (2), 980-990, 2020
172020
A saliency aware CNN-based 3D model simplification and compression framework for remote inspection of heritage sites
S Nousias, G Arvanitis, AS Lalos, G Pavlidis, C Koulamas, A Kalogeras, ...
IEEE Access 8, 169982-170001, 2020
162020
AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations
S Nousias, EI Zacharaki, K Moustakas
PLoS ONE 15 (4), e0230259, 2020
162020
Mesh saliency detection using convolutional neural networks
S Nousias, G Arvanitis, AS Lalos, K Moustakas
2020 IEEE international conference on multimedia and expo (ICME), 1-6, 2020
152020
Recognition of breathing activity and medication adherence using LSTM neural networks
D Pettas, S Nousias, EI Zacharaki, K Moustakas
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019
142019
Monitoring asthma medication adherence through content based audio classification
S Nousias, J Lakoumentas, A Lalos, D Kikidis, K Moustakas, K Votis, ...
2016 IEEE symposium series on computational intelligence (SSCI), 1-5, 2016
142016
A new clustering-based technique for the acceleration of deep convolutional networks
EV Pikoulis, C Mavrokefalidis, S Nousias, AS Lalos
Deep Learning Applications, Volume 3, 123-150, 2022
132022
Uncertainty management for wearable iot wristband sensors using laplacian-based matrix completion
S Nousias, C Tselios, D Bitzas, AS Lalos, K Moustakas, I Chatzigiannakis
2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design …, 2018
132018
Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems
S Nousias, EV Pikoulis, C Mavrokefalidis, AS Lalos
2021 4th IEEE International Conference on Industrial Cyber-Physical Systems …, 2021
112021
Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices
K Blekos, S Nousias, AS Lalos
2020 IEEE 18th International Conference on Industrial Informatics (INDIN) 1 …, 2020
112020
Accelerating deep neural networks for efficient scene understanding in multi-modal automotive applications
S Nousias, EV Pikoulis, C Mavrokefalidis, AS Lalos
IEEE Access 11, 28208-28221, 2023
92023
Deep CNN sparse coding for real time inhaler sounds classification
V Ntalianis, ND Fakotakis, S Nousias, AS Lalos, M Birbas, EI Zacharaki, ...
Sensors 20 (8), 2363, 2020
92020
Managing nonuniformities and uncertainties in vehicle-oriented sensor data over next generation networks
S Nousias, C Tselios, O Orfila, S Jamson, P Mejuto, D Amaxilatis, ...
2018 IEEE International Conference on Pervasive Computing and Communications …, 2018
92018
AI sound recognition on asthma medication adherence: Evaluation with the RDA benchmark suite
DN Fakotakis, S Nousias, G Arvanitis, EI Zacharaki, K Moustakas
IEEE Access 11, 13810-13829, 2023
82023
Gamification of EcoDriving Behaviours through Intelligent Management of dynamic car and driver information
N Stavros, AS Lalos, C Tselios, D Bitzas, D Amaxilatis, I Chatzigiannakis, ...
OPPORTUNITIES AND CHALLENGES for European Projects (EPS Portugal 2017/2018 …, 2019
82019
Enhancing an eco-driving gamification platform through wearable and vehicle sensor data integration
C Tselios, S Nousias, D Bitzas, D Amaxilatis, O Akrivopoulos, AS Lalos, ...
Ambient Intelligence: 15th European Conference, AmI 2019, Rome, Italy …, 2019
82019
Assessment of medication adherence in respiratory diseases through deep sparse convolutional coding
V Ntalianis, S Nousias, AS Lalos, M Birbas, N Tsafas, K Moustakas
2019 24th IEEE International Conference on Emerging Technologies and Factory …, 2019
72019
Substance deposition assessment in obstructed pulmonary system through numerical characterization of airflow and inhaled particles attributes
A Lalas, S Nousias, D Kikidis, A Lalos, G Arvanitis, C Sougles, ...
BMC medical informatics and decision making 17, 25-44, 2017
72017
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Articles 1–20