@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} }