Stavros Nousias

50 papers A 1C 5Journal 31Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Text2BIM: Generating Building Models Using a Large Language Model-Based Multiagent Framework.
J. Comput. Civ. Eng.
Changyu Du, Sebastian Esser, Stavros Nousias, André Borrmann
2026 J jnl
Towards complete digital twins in cultural heritage with ART3mis 3D artifacts annotator.
CoRR
Dimitrios Karamatskos, Vasileios Arampatzakis, Vasileios Sevetlidis, Stavros Nousias, Athanasios P. Kalogeras, Christos Koulamas, Aris S. Lalos, George Pavlidis
2025 J jnl
BIMgent: Towards Autonomous Building Modeling via Computer-use Agents.
CoRR
Zihan Deng, Changyu Du, Stavros Nousias, André Borrmann
2025 J jnl
Critical area prediction in train stations using interactive object detection with Detection Transformer.
Eng. Appl. Artif. Intell.
Patrick Berggold, Simon Brunner, Angelika Kneidl, Stavros Nousias, André Borrmann
2025 J jnl
HodgeFormer: Transformers for Learnable Operators on Triangular Meshes through Data-Driven Hodge Matrices.
CoRR
Akis Nousias, Stavros Nousias
2025 J jnl
Predictive Modeling: BIM Command Recommendation Based on Large-scale Usage Logs.
CoRR
Changyu Du, Zihan Deng, Stavros Nousias, André Borrmann
2025 J jnl
Predictive modeling: BIM command recommendation based on large-scale usage logs.
Adv. Eng. Informatics
Changyu Du, Zihan Deng, Stavros Nousias, André Borrmann
2025 J jnl
VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings.
J. Comput. Civ. Eng.
Andrea Carrara, Stavros Nousias, André Borrmann
2024 J jnl
Coordinating robotized construction using advanced robotic simulation: The case of collaborative brick wall assembly.
CoRR
Mohammad Reza Kolani, Stavros Nousias, André Borrmann
2024 J jnl
Distributed intelligence in industrial and automotive cyber-physical systems: a review.
Frontiers Robotics AI
Nikos Piperigkos, Alexandros Gkillas, Gerasimos Arvanitis, Stavros Nousias, Aris S. Lalos, Apostolos P. Fournaris, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Konstantinos Moustakas
2024 J jnl
Text2BIM: Generating Building Models Using a Large Language Model-based Multi-Agent Framework.
CoRR
Changyu Du, Sebastian Esser, Stavros Nousias, André Borrmann
2024 J jnl
Towards a copilot in BIM authoring tool using a large language model-based agent for intelligent human-machine interaction.
CoRR
Changyu Du, Stavros Nousias, André Borrmann
2024 J jnl
Towards commands recommender system in BIM authoring tool using transformers.
CoRR
Changyu Du, Zihan Deng, Stavros Nousias, André Borrmann
2024 J jnl
VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings.
CoRR
Andrea Carrara, Stavros Nousias, André Borrmann
2023 J jnl
AI Sound Recognition on Asthma Medication Adherence: Evaluation With the RDA Benchmark Suite.
IEEE Access
Nikolaos D. Fakotakis, Stavros Nousias, Gerasimos Arvanitis, Evangelia I. Zacharaki, Konstantinos Moustakas
2023 J jnl
Accelerating Deep Neural Networks for Efficient Scene Understanding in Multi-Modal Automotive Applications.
IEEE Access
Stavros Nousias, Erion-Vasilis M. Pikoulis, Christos Mavrokefalidis, Aris S. Lalos
2023 J jnl
Deep Saliency Mapping for 3D Meshes and Applications.
ACM Trans. Multim. Comput. Commun. Appl.
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
2023 J jnl
Towards predicting Pedestrian Evacuation Time and Density from Floorplans using a Vision Transformer.
CoRR
Patrick Berggold, Stavros Nousias, Rohit Kumar Dubey, André Borrmann
2022 — conf
Coarse-to-fine defect detection of heritage 3D models using a CNN learning approach.
ICPS
Gerasimos Arvanitis, Stavros Nousias, Aris S. Lalos, Konstantinos Moustakas
2022 J jnl
Patient-specific modelling, simulation and real time processing for respiratory diseases.
CoRR
Stavros Nousias
2022 J jnl
Revisiting Audio Pattern Recognition for Asthma Medication Adherence: Evaluation with the RDA Benchmark Suite.
CoRR
Nikos Fakotakis, Stavros Nousias, Gerasimos Arvanitis, Evangelia I. Zacharaki, Konstantinos Moustakas
2022 — conf
Robust 4D awareness via diffusion adaptation over Connected and Autonomated vehicles.
IVMSP
Nikos Piperigkos, Stavros Nousias, Aris S. Lalos
2021 C conf
Accelerating 3D scene analysis for autonomous driving on embedded AI computing platforms.
VLSI-SoC
Stavros Nousias, Erion-Vasilis M. Pikoulis, Christos Mavrokefalidis, Aris S. Lalos, Konstantinos Moustakas
2021 — conf
Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems.
ICPS
Stavros Nousias, Erion-Vasilis M. Pikoulis, Christos Mavrokefalidis, Aris S. Lalos
2021 J jnl
Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems.
CoRR
Stavros Nousias, Erion-Vasilis M. Pikoulis, Christos Mavrokefalidis, Aris S. Lalos
2021 J jnl
Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices.
CoRR
Kostas Blekos, Stavros Nousias, Aris S. Lalos
2021 J jnl
Empowering cyberphysical systems of systems with intelligence.
CoRR
Stavros Nousias, Nikos Piperigkos, Gerasimos Arvanitis, Apostolos P. Fournaris, Aris S. Lalos, Konstantinos Moustakas
2021 J jnl
Fast Mesh Denoising With Data Driven Normal Filtering Using Deep Variational Autoencoders.
IEEE Trans. Ind. Informatics
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
2021 J jnl
Fast mesh denoising with data driven normal filtering using deep variational autoencoders.
CoRR
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
2020 J jnl
A Saliency Aware CNN-Based 3D Model Simplification and Compression Framework for Remote Inspection of Heritage Sites.
IEEE Access
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, George Pavlidis, Christos Koulamas, Athanasios P. Kalogeras, Konstantinos Moustakas
2020 J jnl
Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification.
Sensors
Vaggelis Ntalianis, Nikolaos D. Fakotakis, Stavros Nousias, Aris S. Lalos, Michael K. Birbas, Evangelia I. Zacharaki, Konstantinos Moustakas
2020 C conf
Efficient automated U - Net based tree crown delineation using UAV multi-spectral imagery on embedded devices.
INDIN
Kostas Blekos, Stavros Nousias, Aris S. Lalos
2020 J jnl
Enhancing an eco-driving gamification platform through wearable and vehicle sensor data integration.
CoRR
Christos Tselios, Stavros Nousias, Dimitris Bitzas, Dimitrios Amaxilatis, Orestis Akrivopoulos, Aris S. Lalos, Konstantinos Moustakas, Ioannis Chatzigiannakis
2020 A conf
Mesh Saliency Detection Using Convolutional Neural Networks.
ICME
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
2019 C conf
Assessment of medication adherence in respiratory diseases through deep sparse convolutional coding.
ETFA
Vaggelis Ntalianis, Stavros Nousias, Aris S. Lalos, Michael K. Birbas, Nikolaos Tsafas, Konstantinos Moustakas
2019 — conf
Enhancing an Eco-Driving Gamification Platform Through Wearable and Vehicle Sensor Data Integration.
AmI
Christos Tselios, Stavros Nousias, Dimitris Bitzas, Dimitrios Amaxilatis, Orestis Akrivopoulos, Aris S. Lalos, Konstantinos Moustakas, Ioannis Chatzigiannakis
2019 C conf
Fast mesh denoising with data driven normal filtering using deep autoencoders.
INDIN
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
2019 — conf
Fluid-structure interaction simulation framework for cerebral aneurysm wall deformation.
IISA
Giorgos Papoulias, Stavros Nousias, Konstantinos Moustakas
2019 C conf
Recognition of Breathing Activity and Medication Adherence using LSTM Neural Networks.
BIBE
Dionysis Pettas, Stavros Nousias, Evangelia I. Zacharaki, Konstantinos Moustakas
2019 — conf
Sparse modeling and optimization tools for energy efficient and reliable IoT.
SA
Stavros Nousias, Aris S. Lalos, Athanasios P. Kalogeras, Christos Alexakos, Christos Koulamas, Konstantinos Moustakas
2018 — conf
3-Class Prediction of Asthma Control Status Using a Gaussian Mixture Model Approach.
SETN
Gerasimos Arvanitis, Otilia Kocsis, Aris S. Lalos, Stavros Nousias, Konstantinos Moustakas, Nikos Fakotakis
2018 J jnl
An mHealth System for Monitoring Medication Adherence in Obstructive Respiratory Diseases Using Content Based Audio Classification.
IEEE Access
Stavros Nousias, Aris S. Lalos, Gerasimos Arvanitis, Konstantinos Moustakas, Triantafillos Tsirelis, Dimitrios Kikidis, Konstantinos Votis, Dimitrios Tzovaras
2018 — conf
Exploiting Gamification to Improve Eco-driving Behaviour: The GamECAR Approach.
BRAINS/WS-AFFIN@AmI
Stavros Nousias, Christos Tselios, Dimitris Bitzas, Dimitrios Amaxilatis, Javier Montesa, Aris S. Lalos, Konstantinos Moustakas, Ioannis Chatzigiannakis
2018 J jnl
GamECAR: Gamifying Self-Management of Eco-driving.
ERCIM News
Aris S. Lalos, Stavros Nousias, Konstantinos Moustakas
2018 — conf
Managing nonuniformities and uncertainties in vehicle-oriented sensor data over next generation networks.
PerCom Workshops
Stavros Nousias, Christos Tselios, Dimitris Bitzas, Olivier Orfila, Samantha L. Jamson, Pablo Mejuto, Dimitrios Amaxilatis, Orestis Akrivopoulos, Ioannis Chatzigiannakis, Aris S. Lalos, Konstantinos Moustakas
2018 — conf
Uncertainty Management for Wearable IoT Wristband Sensors Using Laplacian-Based Matrix Completion.
CAMAD
Stavros Nousias, Christos Tselios, Dimitris Bitzas, Aris S. Lalos, Konstantinos Moustakas, Ioannis Chatzigiannakis
2017 J jnl
Substance deposition assessment in obstructed pulmonary system through numerical characterization of airflow and inhaled particles attributes.
BMC Medical Informatics Decis. Mak.
Antonios Lalas, Stavros Nousias, Dimitrios Kikidis, Aris S. Lalos, Gerasimos Arvanitis, Christos Sougles, Konstantinos Moustakas, Konstantinos Votis, Sylvia Verbanck, Omar Usmani, Dimitrios Tzovaras
2016 — conf
Computational Modeling for Simulating Obstructive Lung Diseases Based on Geometry Processing Methods.
HCI (15)
Stavros Nousias, Aris S. Lalos, Konstantinos Moustakas
2016 — conf
Monitoring asthma medication adherence through content based audio classification.
SSCI
Stavros Nousias, John Lakoumentas, Aris S. Lalos, Dimitrios Kikidis, Konstantinos Moustakas, Konstantinos Votis, Dimitrios Tzovaras
2016 — conf
Numerical assessment of airflow and inhaled particles attributes in obstructed pulmonary system.
BIBM
Antonios Lalas, Dimitrios Kikidis, Konstantinos Votis, Dimitrios Tzovaras, Sylvia Verbanck, Stavros Nousias, Aris S. Lalos, Konstantinos Moustakas, Omar Usmani