Nikolaos Doulamis

160 papers B 11C 6Misc 7Journal 70Unranked 64

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BauXAIte: An Explainable AI Framework for UAV Multisensor-Driven Bauxite Stockpile Mapping and Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Anastasios Temenos, Nikos Temenos, Margarita Skamantzari, Anastasios Doulamis, Nikolaos Doulamis, Efthymios Daradimos, Nikolaos Christoforou
2025	B	`conf`	Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning. IJCNN Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis
2025	J	`jnl`	Geometric deep learning for ionospheric TEC modeling using a temporal graph convolutional network. Neural Comput. Appl. Maria Kaselimi, Nikolaos Doulamis, Anastasios Doulamis, Demitris Delikaraoglou
2025	J	`jnl`	Roads Digital Twin: Predictive Situational Awareness Using 360$^{\circ }$ Video Streaming and Graph Neural Networks. IEEE Trans. Veh. Technol. Sotirios Messinis, Oussama El Marai, Nicholas E. Protonotarios, Tarik Taleb, Nikolaos Doulamis
2025	—	`conf`	Threshold Multiparty Private Set Intersection via Federated Graph Neural Networks. EICC Sotirios Messinis, Nicholas E. Protonotarios, Dimitris Kalogeras, Nikolaos Doulamis
2025	J	`jnl`	UAVINE-XAI: eXplainable AI-Based Spectral Band Selection for Vineyard Monitroting Using UAV Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Olympia Kourounioti, Anastasios Temenos, Nikos Temenos, Emmanouil Oikonomou, Anastasios Doulamis, Nikolaos Doulamis
2025	J	`jnl`	Voting-Based Intervention Planning Using AI-Generated Images. IEEE Computer Graphics and Applications Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	A Dilemma-Based Learning-to-Rank Approach for Generative Design in Urban Architectural Regeneration. Algorithms Ioannis Kavouras, Ioannis Rallis, Dimitra Zouli, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ICASSP Workshops Sotirios Athanasoulias, Stavros Sykiotis, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis
2024	C	`conf`	Automated Detection and Categorization of River Islets Using Sentinel 2 Images. IGARSS Thodoris Betsas, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis, Andreas Georgopoulos
2024	—	`conf`	Client Selection and Resource Allocation via Graph Neural Networks for Efficient Federated Learning in Healthcare Environments. PETRA Sotirios Messinis, Nicholas E. Protonotarios, Emmanouil Arapidis, Nikolaos Doulamis
2024	B	`conf`	Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning. IJCNN Stavros Sykiotis, Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Differentially Private Client Selection and Resource Allocation in Federated Learning for Medical Applications Using Graph Neural Networks. Sensors Sotirios Messinis, Nicholas E. Protonotarios, Nikolaos Doulamis
2024	J	`jnl`	Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review. Comput. Biol. Medicine Sotiris Messinis, Nikos Temenos, Nicholas E. Protonotarios, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis
2024	C	`conf`	Identifying False Negative Flood Events Using Interpretable Deep Learning Framework. IGARSS Anastasios Temenos, Nikos Temenos, Ioannis Rallis, Margarita Skamantzari, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Learning using privileged information for segmenting tumors on digital mammograms. CoRR Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	Multi-scale Intervention Planning Based on Generative Design. ITS (2) Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	Multi-scale Intervention Planning based on Generative Design. CoRR Ioannis Kavouras, Ioannis Rallis, Emmanuel Sardis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis
2024	J	`jnl`	OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation. IEEE Trans. Consumer Electron. Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis
2024	—	`conf`	Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas. PETRA Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios Doulamis
2024	J	`jnl`	Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas. CoRR Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios Doulamis
2024	—	`conf`	Outlier detection in maritime environments using AIS data and deep recurrent architectures. PETRA Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Doulamis
2024	J	`jnl`	Outlier detection in maritime environments using AIS data and deep recurrent architectures. CoRR Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Doulamis
2024	C	`conf`	Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation. IGARSS Nikolaos Bakalos, Stavros Sykiotis, Anastasios Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
2024	—	`conf`	UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods. PETRA Iason Katsamenis, Grégory Andreoli, Margarita Skamantzari, Nikolaos Bakalos, Franziska Schmidt, Thierry Sedran, Nikolaos Doulamis, Eftychios Protopapadakis, Dimitris Kalogeras
2024	J	`jnl`	Uncertainty estimation in satellite precipitation spatial prediction by combining distributional regression algorithms. CoRR Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis
2024	J	`jnl`	Uncertainty estimation in spatial interpolation of satellite precipitation with ensemble learning. CoRR Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis
2024	J	`jnl`	Uncertainty estimation of machine learning spatial precipitation predictions from satellite data. Mach. Learn. Sci. Technol. Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis
2023	—	`conf`	A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. ISVC (1) Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Andreas Varvarigos, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2023	J	`jnl`	A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. CoRR Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2023	J	`jnl`	A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring. IEEE Trans. Neural Networks Learn. Syst. Maria Kaselimi, Athanasios Voulodimos, Ioannis Daskalopoulos, Nikolaos Doulamis, Anastasios D. Doulamis
2023	—	`conf`	An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. PETRA Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis
2023	J	`jnl`	Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data. CoRR Georgia Papacharalampous, Hristos Tyralis, Anastasios D. Doulamis, Nikolaos Doulamis
2023	J	`jnl`	Comparison of tree-based ensemble algorithms for merging satellite and earth-observed precipitation data at the daily time scale. CoRR Georgia Papacharalampous, Hristos Tyralis, Anastasios D. Doulamis, Nikolaos Doulamis
2023	Misc	`conf`	Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring. ICASSP Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
2023	—	`conf`	Dynamically tangible cultural heritage monitoring from web video sources. PETRA Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis
2023	J	`jnl`	Ensemble Learning for Blending Gridded Satellite and Gauge-Measured Precipitation Data. Remote. Sens. Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis
2023	—	`conf`	Evaluating the Effectiveness of Unsupervised and Supervised Techniques for Identifying Deteriorations on Cultural Heritage Monuments Using Hyper-spectral Imagery. TMM_CH Nikolaos Chrysogonos, Kyriakos Lampropoulos, Ioannis N. Tzortzis, Charalampos Zafeiropoulos, Anastasios Doulamis, Nikolaos Doulamis
2023	J	`jnl`	Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification. IEEE Access Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Dylan Seychell, Anastasios Doulamis, Nikolaos Doulamis
2023	J	`jnl`	Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP. IEEE Geosci. Remote. Sens. Lett. Anastasios Temenos, Nikos Temenos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2023	—	`conf`	Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery. ISVC (1) Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Eftychios Protopapadakis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
2023	—	`conf`	Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases. PETRA Sotiris Messinis, Nicholas E. Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis
2023	J	`jnl`	Machine learning for uncertainty estimation in fusing precipitation observations from satellites and ground-based gauges. CoRR Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis
2023	J	`jnl`	Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hristos Tyralis, Georgia Papacharalampous, Nikolaos Doulamis, Anastasios D. Doulamis
2023	C	`conf`	Multi-Spectral Band Selection and Spatial Explanations Using XAI Algorithms in Remote Sensing Applications. IGARSS Anastasios Temenos, Nikos Temenos, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
2023	J	`jnl`	Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
2022	—	`conf`	A deep-learning based diagnostic framework for Breast Cancer. PETRA Stavros Sykiotis, Ioannis N. Tzortzis, Aikaterini Angeli, Nikolaos Doulamis, Dimitrios Kalogeras
2022	—	`conf`	An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. EUSIPCO Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	B	`conf`	Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery. ICIP Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022	J	`jnl`	Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery. CoRR Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022	J	`jnl`	COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis
2022	J	`jnl`	Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements. IEEE Trans. Geosci. Remote. Sens. Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou
2022	—	`conf`	Designing a Cloud Based Platform for Monitoring Well-Being and Public Health in Areas with Natural Based Solutions. FABULOUS Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis, Emmanuel Sardis, Manthos Bimpas, Maria Kaselimi, Ilias Maglogiannis
2022	—	`conf`	Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. PETRA Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	J	`jnl`	Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. CoRR Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	J	`jnl`	ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. Sensors Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. PETRA Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	J	`jnl`	Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. CoRR Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	—	`conf`	Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring. NiDS Iason Katsamenis, Agapi Davradou, Eleni Eirini Karolou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2022	—	`conf`	Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms. NiDS Ioannis Kavouras, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis
2022	J	`jnl`	Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing. Remote. Sens. Anastasios Temenos, Ioannis N. Tzortzis, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	—	`conf`	Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions. MIE Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
2022	—	`conf`	Robotic Maintenance of Road Infrastructures: The HERON Project. PETRA Iason Katsamenis, Matthaios Bimpas, Eftychios Protopapadakis, Charalampos Zafeiropoulos, Dimitris Kalogeras, Anastasios D. Doulamis, Nikolaos Doulamis, Carlos Martín-Portugués Montoliu, Yannis Handanos, Franziska Schmidt, Lionel Ott, Miquel Cantero, Rafael Lopez
2022	J	`jnl`	Robotic Maintenance of Road Infrastructures: The HERON Project. CoRR Iason Katsamenis, Matthaios Bimpas, Eftychios Protopapadakis, Charalampos Zafeiropoulos, Dimitris Kalogeras, Anastasios D. Doulamis, Nikolaos Doulamis, Carlos Martín-Portugués Montoliu, Yannis Handanos, Franziska Schmidt, Lionel Ott, Miquel Cantero, Rafael Lopez
2022	J	`jnl`	Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. CoRR Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios D. Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis
2022	C	`conf`	Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai. IGARSS Anastasios Temenos, Maria Kaselimi, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis
2022	J	`jnl`	Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring. Sensors Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2022	J	`jnl`	Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring. CoRR Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2022	—	`conf`	TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning. NiDS Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2022	J	`jnl`	TraCon: A novel dataset for real-time traffic cones detection using deep learning. CoRR Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2022	—	`conf`	Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. ISVC (2) Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	J	`jnl`	Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images. CoRR Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	—	`conf`	Unsupervised diabetic foot monitoring techniques. PETRA Ioannis N. Tzortzis, Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Nikolaos Doulamis, Aikaterini Angeli, Andreas Lazaris
2022	—	`conf`	Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions. ICIMTH Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Anastasios Temenos, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis
2021	J	`jnl`	A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images. Sensors Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis
2021	Misc	`conf`	A Robust to Noise Adversarial Recurrent Model for Non-Intrusive Load Monitoring. ICASSP Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis
2021	—	`conf`	An Introduction to the euPOLIS Project. NiDS Charalampos Zafeiropoulos, Matthaios Bimpas, Eftychios Protopapadakis, Emmanuel Sardis, Nikolaos Doulamis, Anastasios D. Doulamis, Cedo Maksimovic, Stanislava Boskovic, Ranko Bozovic, Maja Lalic
2021	—	`conf`	Application Programming Interface for a Customer Experience Analysis Tool. NiDS George Kopsiaftis, Ioannis Georgoulas, Ioannis Rallis, Ioannis Markoulidakis, Kostis E. Tzanettis, Michael Sfakianos, Nikolaos Doulamis
2021	—	`conf`	Assessing the Lockdown Effects on Air Quality During COVID-19 Era. NiDS Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis
2021	J	`jnl`	Assessing the Lockdown Effects on Air Quality during COVID-19 Era. CoRR Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis
2021	J	`jnl`	Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos
2021	—	`conf`	Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA Nikolaos Bakalos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2021	—	`conf`	Deep learning models for COVID-19 infected area segmentation in CT images. PETRA Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis
2021	—	`conf`	Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments. NiDS Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2021	—	`conf`	Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution. PETRA Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Doulamis
2021	J	`jnl`	Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. IEEE Access Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2021	J	`jnl`	Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. CoRR Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2021	C	`conf`	Spatio-Temporal Ionospheric TEC Prediction Using a Deep CNN-GRU Model on GNSS Measurements. IGARSS Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Demitris Delikaraoglou
2021	J	`jnl`	Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery. Remote. Sens. Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos
2021	—	`conf`	Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. NiDS Nikolaos Bakalos, Iason Katsamenis, Eleni Eirini Karolou, Nikolaos Doulamis
2020	J	`jnl`	A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations. Remote. Sens. Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou
2020	—	`conf`	A cost -effective photonics-based device for early prediction, monitoring and management of diabetic foot ulcers. PETRA Anastasios D. Doulamis, Nikolaos Doulamis, Aikaterini Angeli
2020	—	`conf`	Confusion Matrix Analysis for NPS. PCI Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2020	J	`jnl`	Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models. IEEE Trans. Smart Grid Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis, Anastasios D. Doulamis
2020	—	`conf`	Creating a Baseline for Robust Energy Savings Estimation in Households. PCI Eftychios Protopapadakis, Anastasia Garbi, Anna Malamou, Maria Kaselimi, Zisis Pontikas, Anastasios D. Doulamis, Nikolaos Doulamis, Kostas Vasilakis, Nassos Michas, Emmanouel Alexakis
2020	Misc	`conf`	EnerGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION. ICASSP Maria Kaselimi, Athanasios Voulodimos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2020	—	`conf`	Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. CPS4CIP Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Kassiani Papasotiriou, Matthaios Bimpas
2020	—	`conf`	Long-term recurrent convolutional networks for non-intrusive load monitoring. PETRA Maria Kaselimi, Nikolaos Doulamis
2020	—	`ch.`	Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. Visual Computing for Cultural Heritage Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2020	J	`jnl`	Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
2020	J	`jnl`	Physics-based keyframe selection for human motion summarization. Multim. Tools Appl. Athanasios Voulodimos, Ioannis Rallis, Nikolaos Doulamis
2020	—	`conf`	Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. ISVC (1) Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2020	J	`jnl`	Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. CoRR Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2020	J	`jnl`	Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. CoRR Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos
2020	—	`conf`	Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. ISVC (1) Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos
2020	B	`conf`	Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2020	J	`jnl`	Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2020	—	`conf`	Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images. PCI Iason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis
2020	—	`book`	Visual Computing for Cultural Heritage Fotis Liarokapis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2019	Misc	`conf`	A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. ICASSP Nikolaos Bakalos, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis
2019	J	`jnl`	Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing. Appl. Intell. Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Tania Stathaki
2019	Misc	`conf`	Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring. ICASSP Maria Kaselimi, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis
2019	J	`jnl`	Building Extraction From LiDAR Data Applying Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. Evangelos Maltezos, Anastasios D. Doulamis, Nikolaos Doulamis, Charalabos Ioannidis
2019	—	`conf`	Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
2019	Misc	`conf`	Common Mode Patterns for Supervised Tensor Subspace Learning. ICASSP Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2019	J	`jnl`	Common Mode Patterns for Supervised Tensor Subspace Learning. CoRR Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2019	J	`jnl`	Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction. Comput. Intell. Neurosci. George Kopsiaftis, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Aristotelis Mantoglou
2019	B	`conf`	Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models. ICIP Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Ioannis Georgoulas
2019	B	`conf`	Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis
2019	J	`jnl`	Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation. IEEE Access Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2019	—	`conf`	Non-Intrusive Load Monitoring for Personalized Strategies Towards Energy Consumption Reduction. SMAP Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
2019	J	`jnl`	Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. IEEE Signal Process. Mag. Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li
2019	J	`jnl`	WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. Sensors 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
2019	J	`jnl`	WebGL enabled smart avatar warping for body weight animated evolution. Entertain. Comput. Georgios Bardis, Yiannis Koumpouros, Nikolaos Sideris, Athanasios Voulodimos, Nikolaos Doulamis
2018	J	`jnl`	3D reconstruction of disaster scenes for urban search and rescue. Multim. Tools Appl. Styliani Verykokou, Charalabos Ioannidis, George Athanasiou, Nikolaos Doulamis, Angelos Amditis
2018	J	`jnl`	Adaptable deep learning structures for object labeling/tracking under dynamic visual environments. Multim. Tools Appl. Nikolaos Doulamis
2018	—	`conf`	Adaptive Deep Learning for a Vision-based Fall Detection. PETRA Anastasios D. Doulamis, Nikolaos Doulamis
2018	—	`conf`	An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology. VS-GAMES Ioannis Rallis, Apostolos Langis, Ioannis Georgoulas, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis
2018	B	`conf`	Combined Convolutional Neural Networks and Fuzzy Spectral Clustering for Real Time Crack Detection in Tunnels. ICIP Anastasios D. Doulamis, Nikolaos Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
2018	—	`conf`	Dance Posture/Steps Classification Using 3D Joints from the Kinect Sensors. DASC/PiCom/DataCom/CyberSciTech Nikoloas Bakalos, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis
2018	J	`jnl`	Deep Learning for Computer Vision: A Brief Review. Comput. Intell. Neurosci. Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis
2018	—	`conf`	GNSSGET and GNSSPLOT Platforms - Matlab GUIs for Retrieving GNSS Products and Visualizing GNSS Solutions. VISIGRAPP (5: VISAPP) Maria Kaselimi, Nikolaos Doulamis, Demitris Delikaraoglou, Eftychios Protopapadakis
2018	B	`conf`	Hierarchical Sparse Modeling for Representative Selection in Choreographic Time Series. ICIP Ioannis Rallis, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis
2018	—	`conf`	Image Warping Using WebGL for a Smart Avatar Animating Body Weight Evolution. VS-GAMES Georgios Bardis, Yiannis Koumpouros, Nikolaos Sideris, Athanasios Voulodimos, Nikolaos Doulamis
2018	B	`conf`	Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences. ICPR Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Ioannis Rallis
2018	—	`conf`	Multidimensional Trajectory Similarity Estimation via Spatial-Temporal Keyframe Selection and Signal Correlation Analysis. PETRA Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis
2018	—	`conf`	Pervasive 3D Reconstruction to Identify Hidden 3D Survival Spaces for Search and Rescue Management. DASC/PiCom/DataCom/CyberSciTech Panagiotis Mysiris, Nikolaos Doulamis, Anastasios D. Doulamis, Vasilis Sourlas, Aggelos Amditis
2018	J	`jnl`	Recent Developments in Deep Learning for Engineering Applications. Comput. Intell. Neurosci. Athanasios Voulodimos, Nikolaos Doulamis, George Bebis, Tania Stathaki
2018	—	`conf`	Skeleton Extraction of Dance Sequences from 3D Points Using Convolutional Neural Networks Based on a New Developed C3D Visualization Interface. ICL (2) Ioannis Kavouras, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis
2018	J	`jnl`	Spatio-temporal summarization of dance choreographies. Comput. Graph. Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
2018	Misc	`conf`	Tensor-Based Nonlinear Classifier for High-Order Data Analysis. ICASSP Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
2018	J	`jnl`	Tensor-based Nonlinear Classifier for High-Order Data Analysis. CoRR Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
2018	—	`conf`	Understanding Historical Cityscapes from Aerial Imagery Through Machine Learning. EuroMed (1) Evangelos Maltezos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis, Charalabos Ioannidis
2017	—	`conf`	4D Modelling in Cultural Heritage. DCH@ICE/ITMC Anastasios D. Doulamis, Nikolaos Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos, Marinos Ioannides
2017	—	`conf`	An investigation on multi-objective optimization of feedforward neural network topology. IISA Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis
2017	—	`conf`	Extraction of key postures from 3D human motion data for choreography summarization. VS-GAMES Ioannis Rallis, Ioannis Georgoulas, Nikolaos Doulamis, Athanasios Voulodimos, Panagiotis Terzopoulos
2017	J	`jnl`	Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering. J. Electronic Imaging Athanasios Voulodimos, Nikolaos Doulamis, Dieter Fritsch, Konstantinos Makantasis, Anastasios D. Doulamis, Michael Klein
2017	—	`conf`	Human Object Detection using Very Low Resolution Thermal Cameras for Urban Search and Rescue. PETRA Nikolaos Doulamis, Panagiotis Agrafiotis, George Athanasiou, Angelos Amditis
2017	—	`conf`	Preface. VS-GAMES Fotis Liarokapis, Anastasios D. Doulamis, Nikolaos Doulamis
2017	J	`jnl`	Stacked Autoencoders for Outlier Detection in Over-the-Horizon Radar Signals. Comput. Intell. Neurosci. Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitrios Dres, Matthaios Bimpas
2017	J	`jnl`	Tensor-Based Classifiers for Hyperspectral Data Analysis. CoRR Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis
2016	—	`conf`	Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures. VISIGRAPP (4: VISAPP) Eftychios Protopapadakis, Konstantinos Makantasis, George Kopsiaftis, Nikolaos Doulamis, Angelos Amditis
2016	B	`conf`	Deep learning based human behavior recognition in industrial workflows. ICIP Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Psychas
2016	J	`jnl`	Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery. CoRR Konstantinos Makantasis, Antonis Nikitakis, Anastasios D. Doulamis, Nikolaos Doulamis, Yannis Papaefstathiou
2016	—	`conf`	Vision Based Fall Detector Exploiting Deep Learning. PETRA Nikolaos Doulamis
2015	B	`conf`	Deep Convolutional Neural Networks for efficient vision based tunnel inspection. ICCP Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Loupos
2015	—	`conf`	Multiple object tracking with background estimation in hyperspectral video sequences. WHISPERS Zacharias Kandylakis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos Doulamis
2013	—	`conf`	A non-parametric unsupervised approach for content based image retrieval and clustering. ARTEMIS@ACM Multimedia Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis
2002	—	`conf`	A neural network-genetic algorithm scheme for optimal grouping of individual cores in three-phase distributed transformers. DSP Anastasios D. Doulamis, Nikolaos Doulamis