@inproceedings{lalas2016numerical,
title={Numerical assessment of airflow and inhaled particles attributes in obstructed pulmonary system},
author={Lalas, Antonios and Kikidis, Dimitrios and Votis, Konstantinos and Tzovaras, Dimitrios and Verbanck, Sylvia and Nousias, Stavros and Lalos, A and Moustakas, Konstantinos and Usmani, Omar},
booktitle={2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
pages={606--612},
year={2016},
organization={IEEE}
}
@inproceedings{nousias2016computational,
title={Computational modeling for simulating obstructive lung diseases based on geometry processing methods},
author={Nousias, Stavros and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={Digital Human Modeling: Applications in Health, Safety, Ergonomics and Risk Management: 7th International Conference, DHM 2016, Held as Part of HCI International 2016, Toronto, ON, Canada, July 17-22, 2016, Proceedings 7},
pages={100--109},
year={2016},
organization={Springer International Publishing}
}
@inproceedings{nousias2016monitoring,
title={Monitoring asthma medication adherence through content based audio classification},
author={Nousias, Stavros and Lakoumentas, John and Lalos, Aris and Kikidis, Dimitrios and Moustakas, Konstantinos and Votis, Konstantinos and Tzovaras, Dimitrios},
booktitle={2016 IEEE symposium series on computational intelligence (SSCI)},
pages={1--5},
year={2016},
organization={IEEE}
}
@misc{nousias2016computational,
title={Computational modeling methods for simulating obstructive human lung diseases},
author={Nousias, Stavros and Lalos, Aris and Moustakas, Konstantinos and Lalas, Antonios and Kikidis, Dimitrios and Votis, Konstantinos and Tzovaras, Dimitrios and Usmani, Omar and Chung, Fan},
year={2016},
publisher={European Respiratory Society}
}
@article{lalas2017substance,
title={Substance deposition assessment in obstructed pulmonary system through numerical characterization of airflow and inhaled particles attributes},
author={Lalas, Antonios and Nousias, Stavros and Kikidis, Dimitrios and Lalos, Aris and Arvanitis, Gerasimos and Sougles, Christos and Moustakas, Konstantinos and Votis, Konstantinos and Verbanck, Sylvia and Usmani, Omar and others},
journal={BMC medical informatics and decision making},
volume={17},
pages={25--44},
year={2017},
publisher={BioMed Central}
}
@article{nousias2018mhealth,
title={An mHealth system for monitoring medication adherence in obstructive respiratory diseases using content based audio classification},
author={Nousias, Stavros and Lalos, Aris S and Arvanitis, Gerasimos and Moustakas, Konstantinos and Tsirelis, Triantafillos and Kikidis, Dimitrios and Votis, Konstantinos and Tzovaras, Dimitrios},
journal={IEEE Access},
volume={6},
pages={11871--11882},
year={2018},
publisher={IEEE}
}
@inproceedings{arvanitis20183,
title={3-Class Prediction of Asthma Control Status Using a Gaussian Mixture Model Approach},
author={Arvanitis, Gerasimos and Kocsis, Otilia and Lalos, Aris S and Nousias, Stavros and Moustakas, Konstantinos and Fakotakis, Nikos},
booktitle={Proceedings of the 10th Hellenic Conference on Artificial Intelligence},
pages={1--2},
year={2018}
}
@inproceedings{nousias2018uncertainty,
title={Uncertainty management for wearable iot wristband sensors using laplacian-based matrix completion},
author={Nousias, Stavros and Tselios, Christos and Bitzas, Dimitris and Lalos, Aris S and Moustakas, Konstantinos and Chatzigiannakis, Ioannis},
booktitle={2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)},
pages={1--6},
year={2018},
organization={IEEE}
}
@article{lalos2018gamecar,
title={Gamecar: Gamifying selfmanagement of eco-driving},
author={Lalos, Aris S and Nousias, Stavros and Moustakas, Konstantinos},
journal={ERCIM News 115 (Oct. 2018): 46},
volume={47},
year={2018}
}
@inproceedings{nousias2018managing,
title={Managing nonuniformities and uncertainties in vehicle-oriented sensor data over next generation networks},
author={Nousias, Stavros and Tselios, Christos and Orfila, Olivier and Jamson, Samantha and Mejuto, Pablo and Amaxilatis, Dimitrios and Akrivopoulos, Orestis and Chatzigiannakis, Ioannis and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
pages={272--277},
year={2018},
organization={IEEE}
}
@article{nousias2019exploiting,
title={Exploiting gamification to improve eco-driving behaviour: The GamECAR approach},
author={Nousias, Stavros and Tselios, Christos and Bitzas, Dimitris and Amaxilatis, Dimitris and Montesa, Javier and Lalos, Aris S and Moustakas, Konstantinos and Chatzigiannakis, Ioannis},
journal={Electronic Notes in Theoretical Computer Science},
volume={343},
pages={103--116},
year={2019},
publisher={Elsevier}
}
@inproceedings{ntalianis2019assessment,
title={Assessment of medication adherence in respiratory diseases through deep sparse convolutional coding},
author={Ntalianis, Vaggelis and Nousias, Stavros and Lalos, Aris S and Birbas, Michael and Tsafas, Nikolaos and Moustakas, Konstantinos},
booktitle={2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)},
pages={1657--1660},
year={2019},
organization={IEEE}
}
@inproceedings{tselios2019enhancing,
title={Enhancing an eco-driving gamification platform through wearable and vehicle sensor data integration},
author={Tselios, Christos and Nousias, Stavros and Bitzas, Dimitris and Amaxilatis, Dimitrios and Akrivopoulos, Orestis and Lalos, Aris S and Moustakas, Konstantinos and Chatzigiannakis, Ioannis},
booktitle={Ambient Intelligence: 15th European Conference, AmI 2019, Rome, Italy, November 13--15, 2019, Proceedings 15},
pages={344--349},
year={2019},
organization={Springer International Publishing}
}
@inproceedings{papoulias2019fluid,
title={Fluid-structure interaction simulation framework for cerebral aneurysm wall deformation},
author={Papoulias, Giorgos and Nousias, Stavros and Moustakas, Konstantinos},
booktitle={2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)},
pages={1--7},
year={2019},
organization={IEEE}
}
@inproceedings{nousias2019sparse,
title={Sparse modeling and optimization tools for energy efficient and reliable IoT},
author={Nousias, Stavros and Lalos, Aris S and Kalogeras, Athanasios and Alexakos, Christos and Koulamas, Christos and Moustakas, Konstantinos},
booktitle={2019 First International Conference on Societal Automation (SA)},
pages={1--4},
year={2019},
organization={IEEE}
}
@inproceedings{pettas2019recognition,
title={Recognition of breathing activity and medication adherence using lstm neural networks},
author={Pettas, Dionysis and Nousias, Stavros and Zacharaki, Evangelia I and Moustakas, Konstantinos},
booktitle={2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE)},
pages={941--946},
year={2019},
organization={IEEE}
}
@inproceedings{nousias2019coping,
title={Coping with missing data in an unobtrusive monitoring system for office workers},
author={Nousias, Stavros and Papoulias, Giwrgos and Kocsis, Otilia and Cabrita, Miriam and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2019 International Conference on Biomedical Innovations and Applications (BIA)},
pages={1--4},
year={2019},
organization={IEEE}
}
@inproceedings{nousias2019fast,
title={Fast mesh denoising with data driven normal filtering using deep autoencoders},
author={Nousias, Stavros and Arvanitis, Gerasimos and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2019 IEEE 17th International Conference on Industrial Informatics (INDIN)},
volume={1},
pages={260--263},
year={2019},
organization={IEEE}
}
@article{nousias2020avatree,
title={AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations},
author={Nousias, Stavros and Zacharaki, Evangelia I. and Moustakas, Konstantinos},
journal={PLoS ONE},
volume={15},
number={4},
pages={e0230259},
year={2020}
}
@article{ntalianis2020deep,
title={Deep CNN sparse coding for real time inhaler sounds classification},
author={Ntalianis, Vaggelis and Fakotakis, Nikos Dimitris and Nousias, Stavros and Lalos, Aris S and Birbas, Michael and Zacharaki, Evangelia I and Moustakas, Konstantinos},
journal={Sensors},
volume={20},
number={8},
pages={2363},
year={2020},
publisher={MDPI}
}
@article{lalas2020take,
title={Take-A-Breath: Smart Platform for Self-management and Support of Patients with Chronic Respiratory Diseases},
author={Lalas, Antonios and Polychronidou, Eleftheria and Nousias, Stavros and Evaggelatos, Pavlos and Kordonias, Rafael and Arvanitis, Gerasimos and Kokonozi, Athina and Steiropoulos, Paschalis and Fourlis, Alexis and Georgiou, Androula and others},
journal={Information, Intelligence, Systems and Applications},
volume={1},
number={1},
pages={74--78},
year={2020}
}
@inproceedings{nousias2020mesh,
title={Mesh saliency detection using convolutional neural networks},
author={Nousias, Stavros and Arvanitis, Gerasimos and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2020 IEEE International Conference on Multimedia and Expo (ICME)},
pages={1--6},
year={2020},
organization={IEEE}
}
@article{nousias2020fast,
title={Fast mesh denoising with data driven normal filtering using deep variational autoencoders},
author={Nousias, Stavros and Arvanitis, Gerasimos and Lalos, Aris S and Moustakas, Konstantinos},
journal={IEEE Transactions on Industrial Informatics},
volume={17},
number={2},
pages={980--990},
year={2020},
publisher={IEEE}
}
@article{nousias2020saliency,
title={A saliency aware cnn-based 3d model simplification and compression framework for remote inspection of heritage sites},
author={Nousias, Stavros and Arvanitis, Gerasimos and Lalos, Aris S and Pavlidis, George and Koulamas, Christos and Kalogeras, Athanasios and Moustakas, Konstantinos},
journal={IEEE Access},
volume={8},
pages={169982--170001},
year={2020},
publisher={IEEE}
}
@inproceedings{blekos2020efficient,
title={Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices},
author={Blekos, Kostas and Nousias, Stavros and Lalos, Aris S},
booktitle={2020 IEEE 18th International Conference on Industrial Informatics (INDIN)},
volume={1},
pages={541--546},
year={2020},
organization={IEEE}
}
@inproceedings{nousias2021accelerating,
title={Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems},
author={Nousias, Stavros and Pikoulis, Erion Vasilis and Mavrokefalidis, Christos and Lalos, Aris S},
booktitle={2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS)},
pages={63--69},
year={2021},
organization={IEEE}
}
@article{nousias2021empowering,
title={Empowering cyberphysical systems of systems with intelligence},
author={Nousias, Stavros and Piperigkos, Nikos and Arvanitis, Gerasimos and Fournaris, Apostolos and Lalos, Aris S and Moustakas, Konstantinos},
journal={arXiv preprint arXiv:2107.02264},
year={2021}
}
@article{pikoulis2022new,
title={A new clustering-based technique for the acceleration of deep convolutional networks},
author={Pikoulis, Erion Vasilis and Mavrokefalidis, Christos and Nousias, Stavros and Lalos, Aris S},
journal={Deep Learning Applications, Volume 3},
pages={123--150},
year={2022},
publisher={Springer Singapore}
}
@inproceedings{nousias2021accelerating,
title={Accelerating 3D scene analysis for autonomous driving on embedded AI computing platforms},
author={Nousias, Stavros and Pikoulis, Erion-Vasilis and Mavrokefalidis, Christos and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)},
pages={1--6},
year={2021},
organization={IEEE}
}
@article{nousias2022patient,
title={Patient-specific modelling, simulation and real time processing for constrictive respiratory diseases},
author={Nousias, Stavros},
journal={arXiv preprint arXiv:2207.01082},
year={2022}
}
@inproceedings{piperigkos2022robust,
title={Robust 4D awareness via diffusion adaptation over Connected and Autonomated vehicles},
author={Piperigkos, Nikos and Nousias, Stavros and Lalos, Aris S},
booktitle={2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)},
pages={1--5},
year={2022},
organization={IEEE}
}
@inproceedings{arvanitis2022coarse,
title={Coarse-to-fine defect detection of heritage 3D models using a CNN learning approach},
author={Arvanitis, Gerasimos and Nousias, Stavros and Lalos, Aris S and Moustakas, Konstantinos},
booktitle={2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS)},
pages={1--6},
year={2022},
organization={IEEE}
}
@article{nousias2023deep,
title={Deep saliency mapping for 3D meshes and applications},
author={Nousias, Stavros and Arvanitis, Gerasimos and Lalos, Aris and Moustakas, Konstantinos},
journal={ACM Transactions on Multimedia Computing, Communications and Applications},
volume={19},
number={2},
pages={1--22},
year={2023},
publisher={ACM New York, NY}
}
@misc{nousias2022respiratory,
title={Respiratory and Drug Actuation Dataset},
author={Nousias, Stavros and Arvanitis, Gerasimos and Anastasiou, Aggeliki and Moustakas, Konstantinos},
journal={https://ieee-dataport.org/documents/respiratory-and-drug-actuation-dataset},
number={10.21227/g84h-ma24},
year={2022}
}
@phdthesis{nousias2022patient,
title={Patient-specific modelling, simulation and real time processing for respiratory diseases},
author={Nousias, Stavros},
year={2022},
school={University of Patras, School of Engineering, Department of Electrical and~…}
}
@article{fakotakis2023ai,
title={AI Sound Recognition on Asthma Medication Adherence: Evaluation With the RDA Benchmark Suite},
author={Fakotakis, Dimitris Nikos and Nousias, Stavros and Arvanitis, Gerasimos and Zacharaki, Evangelia I and Moustakas, Konstantinos},
journal={IEEE Access},
volume={11},
pages={13810--13829},
year={2023},
publisher={IEEE}
}
@article{nousias2023accelerating,
title={Accelerating Deep Neural Networks for Efficient Scene Understanding in Multi-Modal Automotive Applications},
author={Nousias, Stavros and Pikoulis, Erion-Vasilis and Mavrokefalidis, Christos and Lalos, Aris S},
journal={IEEE Access},
volume={11},
pages={28208--28221},
year={2023},
publisher={IEEE}
}
@inproceedings{berggold2023towards,
title={Towards predicting Pedestrian Evacuation Time and Density from Floorplans using a Vision Transformer},
author={Berggold, Patrick and Nousias, Stavros and Dubey, Rohit K and Borrmann, Andr{\'e}},
booktitle={30th EG-ICE International Workshop on Intelligent Computing in Engineering},
year={2023}
}
@inproceedings{wu2023parametrization,
title={Parametrization-based solution space exploration for Model Healing},
author={Wu, Jiabin and Nousias, Stavros and Borrmann, Andr{\'e}},
booktitle={30th EG-ICE International Workshop on Intelligent Computing in Engineering},
year={2023}
}
@inproceedings{carrara20233d,
title={3D Reconstruction of Building Morphology from Fa{\c{c}}ade Drawings using Transformed-based Mono-depth Estimation},
author={Carrara, Andrea and Nousias, Stavros and Dubey, Rohit and Borrman, Andr{\'e}},
booktitle={30th EG-ICE International Workshop on Intelligent Computing in Engineering},
year={2023}
}