Traffic characterisation and modelling of VBR coded MPEG sources. - Anastasios D. Doulamis; Nikolaos D. Doulamis; George E. Konstantoulakis; George I. Stassinopoulos (Modelling and Evaluation of ATM Networks, 1996)

Performance Models for Multiplexed VBR MPEG Video Sources. - Nikolaos D. Doulamis; Anastasios D. Doulamis; George E. Konstantoulakis; George I. Stassinopoulos (ICC (2), 1997)

Improving the performance of MPEG compatible encoders using on line retrainable neural network. - Stefanos D. Kollias; Nikolaos D. Doulamis; Anastasios D. Doulamis (ICIP (3), 1997)

Optimal subband analysis filters compensating for quantization and additive noise. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Anastasios Delopoulos (EUSIPCO, 1998)

Adaptive learning algorithms for semantic object extraction. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (EUSIPCO, 1998)

Face extraction from non-uniform background and recognition in compressed domain. - Nicolas Tsapatsoulis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (ICASSP, 1998)

Video Content Representation using Optimal Extraction of Frames and Scenes. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Yannis S. Avrithis; Stefanos D. Kollias (ICIP (1), 1998)

A Neural Network based Scheme for Unsupervised Video Object Segmentation. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICIP (2), 1998)

Prediction of iron losses of wound core distribution transformers based on artificial neural networks. - Paul S. Georgilakis; Nikos D. Hatziargyriou; Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (Neurocomputing, 1998)

Low bit-rate coding of image sequences using adaptive regions of interest. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Dimitrios Kalogeras; Stefanos D. Kollias (IEEE Trans. Circuits Syst. Video Technol., 1998)

Object based coding of video sequences at low bit rates using adaptively trained neural networks. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (ICECS, 1999)

Relevance feedback for content-based retrieval in video databases: a neural network approach. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICECS, 1999)

Statistical Multiplexing and Quality of Service Control of VBR Mpeg Video Sources. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICIP (1), 1999)

A Neural Network Approach to Interactive Content-Based Retrieval of Video Databases. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (ICIP (2), 1999)

Adaptive Wavelet-Packet Decomposition for Rate Control of Object Oriented Coding of Video Sequences. - Ioannis M. Stephanakis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICIP (2), 1999)

Interactive Content-Based Retrieval in Video Databases Using Fuzzy Classification and Relevance Feedback. - Anastasios D. Doulamis; Yannis S. Avrithis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICMCS, Vol. 2, 1999)

Modeling and adaptive prediction of VBR MPEG video sources. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (MMSP, 1999)

A pyramidal graph representation for efficient image content description. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (MMSP, 1999)

A Stochastic Framework for Optimal Key Frame Extraction from MPEG Video Databases. - Yannis S. Avrithis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (Comput. Vis. Image Underst., 1999)

Content-based image retrieval using fuzzy visual representation. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (EUSIPCO, 2000)

Adaptive trained neural networks for traffic prediction of VBR MPEG-2 video sources. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (EUSIPCO, 2000)

Selection of optimal wavelet packet transforms for object-based coding. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Ioannis M. Stephanakis; Stefanos D. Kollias (EUSIPCO, 2000)

Non Linear Traffic Modeling of VBR MPEG-2 Video Sources. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (IEEE International Conference on Multimedia and Expo (III), 2000)

Non-linear Relevance Feedback: Improving the Performance of Content-Based Retrieval Systems. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (IEEE International Conference on Multimedia and Expo (I), 2000)

A Feature Point Based Scheme for Unsupervised Video Object Segmentation in Stereoscopic Video Sequences. - Klimis S. Ntalianis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (IEEE International Conference on Multimedia and Expo (III), 2000)

Recursive Non Linear Models for On Line Traffic Prediction of VBR MPEG Coded Video Sources. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (IJCNN (6), 2000)

Efficient video summarization based on a fuzzy video content representation. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ISCAS, 2000)

Efficient Unsupervised Content-Based Segmentation in Stereoscopic Video Sequences. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Klimis S. Ntalianis; Stefanos D. Kollias (Int. J. Artif. Intell. Tools, 2000)

Improving the Performance of MPEG Compatible Encoding at Low Bit Rates Using Adaptive Neural Networks. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (Real Time Imaging, 2000)

A fuzzy video content representation for video summarization and content-based retrieval. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (Signal Process., 2000)

Non-sequential video content representation using temporal variation of feature vectors. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (IEEE Trans. Consumer Electron., 2000)

Efficient summarization of stereoscopic video sequences. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Yannis S. Avrithis; Klimis S. Ntalianis; Stefanos D. Kollias (IEEE Trans. Circuits Syst. Video Technol., 2000)

Efficient modeling of VBR MPEG-1 coded video sources. - Nikolaos D. Doulamis; Anastasios D. Doulamis; George E. Konstantoulakis; George I. Stassinopoulos (IEEE Trans. Circuits Syst. Video Technol., 2000)

On-line retrainable neural networks: improving the performance of neural networks in image analysis problems. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (IEEE Trans. Neural Networks Learn. Syst., 2000)

Adaptable Neural Networks for Unsupervised Video Object Segmentation of Stereoscopic Sequences. - Anastasios D. Doulamis; Klimis S. Ntalianis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICANN, 2001)

A Neural-Network-Based Approach to Adaptive Human Computer Interaction. - George N. Votsis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Nicolas Tsapatsoulis; Stefanos D. Kollias (ICANN, 2001)

A recursive optimal relevance feedback scheme for content based image retrieval. - Anastasios D. Doulamis; Nikolaos D. Doulamis (ICIP (2), 2001)

Tube-embodied gradient vector flow fields for unsupervised video object plane (VOP) segmentation. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias; Klimis S. Ntalianis (ICIP (2), 2001)

Generalized multiscale connected operators with applications to granulometric image analysis. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Petros Maragos (ICIP (3), 2001)

Non-sequential video structuring based on video object linking: an efficient tool for video browsing and indexing. - Klimis S. Ntalianis; Nikolaos D. Doulamis; Anastasios D. Doulamis (ICIP (3), 2001)

Efficient Video Transmission over Internet Based on a Hierarchical Video Summarization Scheme. - Nikolaos D. Doulamis; Anastasios D. Doulamis (ICME, 2001)

Fuzzy Histograms For Efficient Visual Content Representation: Application To Content-Based Image Retrieval. - Anastasios D. Doulamis; Nikolaos D. Doulamis (ICME, 2001)

Automatic Content-Based Organization Of Video Sequences For Multimedia Applications. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICME, 2001)

Multiresolution Gradient Vector Flow Field: A Fast Implementation Towards Video Object Plane Segmentation. - Klimis S. Ntalianis; Nikolaos D. Doulamis; Stefanos D. Kollias; Anastasios D. Doulamis (ICME, 2001)

A multiscale tree-structure for fast browsing and effective transmission of video files. - Klimis S. Ntalianis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Ioannis Z. Koukoutsidis; Stefanos D. Kollias (MMSP, 2001)

A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm - neural network approach. - Pavlos S. Georgilakis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Nikos D. Hatziargyriou; Stefanos D. Kollias (IEEE Trans. Syst. Man Cybern. Syst., 2001)

Αλγόριθμοι αποτελεσματικής οργάνωσης, αναζήτησης με βάση το περιεχόμενο και μετάδοσης εικόνων και βίντεο - Nikolaos D. Doulamis (2001)

Recursive Non-linear Autoregressive models (RNAR): Application to traffic prediction of MPEG video sources. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Klimis S. Ntalianis (EUSIPCO, 2002)

Neural Networks Retraining for Unsupervised Video Object Segmentation of Videoconference Sequences. - Klimis S. Ntalianis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias (ICANN, 2002)

Stochastic search algorithms for optimal content-based sampling of video sequences. - Anastasios D. Doulamis; Nikolaos D. Doulamis (DSP, 2002)

A neural network-genetic algorithm scheme for optimal grouping of individual cores in three-phase distributed transformers. - Anastasios D. Doulamis; Nikolaos Doulamis (DSP, 2002)

Adaptive classification-based articulation and tracking of video objects employing neural network retraining. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Klimis S. Ntalianis (DSP, 2002)

Adaptable neural networks for modeling recursive non-linear systems. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Theodora A. Varvarigou (DSP, 2002)

Unsupervised segmentation of stereoscopic video objects: investigation of two depth-based approaches. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (DSP, 2002)

Optimal recursive similarity measure estimation for interactive content-based image retrieval. - Anastasios D. Doulamis; Nikolaos D. Doulamis (ICIP (1), 2002)

Optimal multi-content video decomposition for efficient video transmission over low-bandwidth networks. - Anastasios D. Doulamis; Nikolaos D. Doulamis (ICIP (2), 2002)

Video object articulation using depth-based content segmentation approaches. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias; Klimis S. Ntalianis (ICIP (2), 2002)

An automatic scheme for stereoscopic video object-based watermarking using qualified significant wavelet trees. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Stefanos D. Kollias; Klimis S. Ntalianis (ICIP (3), 2002)

An optimal interpolation-based scheme for video summarization. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Klimis S. Ntalianis (ICME (1), 2002)

A robust steganographic wavelet-based system for resistant message hiding under error prone networks. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (ICME (2), 2002)

A synergetic neural network-genetic scheme for optimal transformer construction. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Pavlos S. Georgilakis; Stefanos D. Kollias; Nikos D. Hatziargyriou (Integr. Comput. Aided Eng., 2002)

Erratum to: "A fuzzy video content representation for video summarization and content-based retrieval" [Signal Processing 80(6) (2000) 1049-1067]. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (Signal Process., 2002)

Video object segmentation and tracking in stereo sequences using adaptable neural networks. - Nikolaos D. Doulamis; Anastasios D. Doulamis (ICIP (1), 2003)

Performance evaluation of Euclidean/correlation-based relevance feedback algorithms in content-based image retrieval systems. - Anastasios D. Doulamis; Nikolaos D. Doulamis (ICIP (1), 2003)

Reliable Network of Omega - Interconnected Identical Processing Elements. - Dimitrios I. Kosmopoulos; Anastasios D. Doulamis; Nikolaos D. Doulamis; Theodora A. Varvarigou (PDPTA, 2003)

Adaptive Algorithms for Interactive Multimedia. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Theodora A. Varvarigou (IEEE Multim., 2003)

Enabling Applications on the Grid: A Gridlab Overview. - Gabrielle Allen; Tom Goodale; Thomas Radke; Michael Russell; Edward Seidel; Kelly Davis; Konstantinos Dolkas; Nikolaos D. Doulamis; Thilo Kielmann; André Merzky; Jarek Nabrzyski; Juliusz Pukacki; et al. (Int. J. High Perform. Comput. Appl., 2003)

Efficient Content-Based Image Retrieval Using Fuzzy Organization and Optimal Relevance Feedback. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Theodora A. Varvarigou (Int. J. Image Graph., 2003)

An adaptable neural-network model for recursive nonlinear traffic prediction and modeling of MPEG video sources. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Stefanos D. Kollias (IEEE Trans. Neural Networks, 2003)

An efficient fully unsupervised video object segmentation scheme using an adaptive neural-network classifier architecture. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Klimis S. Ntalianis; Stefanos D. Kollias (IEEE Trans. Neural Networks, 2003)

An Advanced Architecture for a Commercial Grid Infrastructure. - Antonios Litke; Athanasios Panagakis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Theodora A. Varvarigou; Emmanouel A. Varvarigos (European Across Grids Conference, 2004)

Multiscale non-linear video content decomposition: Analysis and evaluation. - Anastasios D. Doulamis; Nikolaos D. Doulamis (EUSIPCO, 2004)

Adaptive multimedia content personalization. - Nikolaos D. Doulamis; Pavlos S. Georgilakis (ISCAS (2), 2004)

Generalized nonlinear relevance feedback for interactive content-based retrieval and organization. - Anastasios D. Doulamis; Nikolaos D. Doulamis (IEEE Trans. Circuits Syst. Video Technol., 2004)

Optimal content-based video decomposition for interactive video navigation. - Anastasios D. Doulamis; Nikolaos D. Doulamis (IEEE Trans. Circuits Syst. Video Technol., 2004)

A combined fuzzy-neural network model for non-linear prediction of 3-D rendering workload in Grid computing. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Athanasios Panagakis; Konstantinos Dolkas; Theodora A. Varvarigou; Emmanouel A. Varvarigos (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Context-adaptive and user-centric facial emotion classification. - Nikolaos D. Doulamis (ICIP (2), 2005)

Gesture-based video summarization. - Dimitrios I. Kosmopoulos; Anastasios D. Doulamis; Nikolaos D. Doulamis (ICIP (3), 2005)

Self Configurable Queries for Digital Image Libraries. - Panagiotis Karagiannis; Nikolaos D. Doulamis; George Varkas; Konstantinos Paparrizos (ICME, 2005)

Retrieving, Adapting and Delivering Multimedia Content Using a Mobile Agent Architecture. - Nikolaos Papadakis; Anastasios D. Doulamis; Dimitrios Skoutas 001; Antonios Litke; Nikolaos D. Doulamis; Theodora A. Varvarigou (ICME, 2005)

Non-sequential multiscale content-based video decomposition. - Nikolaos D. Doulamis; Anastasios D. Doulamis (Signal Process., 2005)

An adaptable emotionally rich pervasive computing system. - Nikolaos D. Doulamis (EUSIPCO, 2006)

User-centric evolution of multimedia content description. - Anastasios D. Doulamis; Nikolaos D. Doulamis (EUSIPCO, 2006)

Evaluation of relevance feedback schemes in content-based in retrieval systems. - Nikolaos D. Doulamis; Anastasios D. Doulamis (Signal Process. Image Commun., 2006)

A Framework for Providing Hard Delay Guarantees in Grid Computing. - Panagiotis C. Kokkinos; Emmanouel A. Varvarigos; Nikolaos D. Doulamis (eScience, 2007)

Cluster-based proactive replication of multimedia files in peer-to-peer networks. - Nikolaos D. Doulamis; Pantelis N. Karamolegkos; Anastasios D. Doulamis; Emmanuel N. Protonotarios (ICDIM, 2007)

Optimal Recursive Designers' Profile Estimation in Collaborative Declarative Environment. - Nikolaos D. Doulamis; Georgios Bardis; John Dragonas; George Miaoulis (ICTAI (2), 2007)

Optimal decomposition of P2P networks based on file exchange patterns for multimedia content search & replication. - Nikolaos D. Doulamis; Pantelis N. Karamolegkos; Anastasios D. Doulamis; Ioannis G. Nikolakopoulos (Multimedia Information Retrieval, 2007)

Adaptive User Communities Assessment in Personal Networking Applications. - Pantelis N. Karamolegkos; Charalampos Z. Patrikakis; Nikolaos D. Doulamis (PIMRC, 2007)

User - Profile based Communities Assessment using Clustering Methods. - Pantelis N. Karamolegkos; Charalampos Z. Patrikakis; Nikolaos D. Doulamis; Elias Z. Tragos (PIMRC, 2007)

Hierarchical graph-based media content representation for real time search in large scale multimedia databases. - Nikolaos Papadakis; Nikolaos D. Doulamis; Anastasios D. Doulamis (SIP, 2007)

Optimal Estimation of Descriptor Scales for Multimedia Retrieval. - Nikolaos D. Doulamis (WIAMIS, 2007)

Adjusted fair scheduling and non-linear workload prediction for QoS guarantees in grid computing. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Antonios Litke; Athanasios Panagakis; Theodora A. Varvarigou; Emmanouel A. Varvarigos (Comput. Commun., 2007)

Fair Scheduling Algorithms in Grids. - Nikolaos D. Doulamis; Emmanouel A. Varvarigos; Theodora A. Varvarigou (IEEE Trans. Parallel Distributed Syst., 2007)

Joint Communication and Computation Task Scheduling in Grids. - Kostas Christodoulopoulos; Nikolaos D. Doulamis; Emmanouel A. Varvarigos (CCGRID, 2008)

Spectral Clustering Scheduling Techniques for Tasks with Strict QoS Requirements. - Nikolaos D. Doulamis; Panagiotis C. Kokkinos; Emmanouel A. Varvarigos (Euro-Par, 2008)

First ACM international workshop on analysis and retrieval of events, actions and workflows in video streams. - Anastasios D. Doulamis; Luc Van Gool; Mark S. Nixon; Theodora A. Varvarigou; Nikolaos D. Doulamis (ACM Multimedia, 2008)

Angle spectrum for estimation of trajectory deviation using combined tracking and neural network labeling. - Nikolaos D. Doulamis; Vassilios C. Vescoukis; Andreas Georgopoulos (AREA, 2008)

Human action analysis, annotation and modeling in video streams based on implicit user interaction. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nicolas Tsapatsoulis; Nikolaos D. Doulamis (AREA, 2008)

Real-time video analysis and personalized media streaming environments for large scale athletic events. - Nikolaos Papaoulakis; Nikolaos D. Doulamis; Charalampos Z. Patrikakis; John Soldatos 001; Aristodemos Pnevmatikakis; Emmanuel N. Protonotarios (AREA, 2008)

Technical Infrastructure of the COSMOS Portal. - Nikolaos D. Doulamis; Christodoulos Psaltis; Anastasios D. Doulamis; Sofoklis A. Sotiriou; Menelaos Sotiriou (Int. J. Emerg. Technol. Learn., 2008)

MI-MERCURY: A mobile agent architecture for ubiquitous retrieval and delivery of multimedia information. - Nikolaos Papadakis; Anastasios D. Doulamis; Antonios Litke; Nikolaos D. Doulamis; Dimitrios Skoutas 001; Theodora A. Varvarigou (Multim. Tools Appl., 2008)

Collaborative Evaluation Using Multiple Clusters in a Declarative Design Environment. - Nikolaos D. Doulamis; Georgios Bardis; John Dragonas; Georgios Miaoulis; Dimitri Plemenos (Artificial Intelligence Techniques for Computer Graphics, 2008)

Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nicolas Tsapatsoulis; Nikolaos D. Doulamis (ICANN (2), 2009)

Multimedia file exchange and P2P social networking: Efficient allocation of users into communities of interest. - Pantelis N. Karamolegkos; Nikolaos D. Doulamis (ICUMT, 2009)

Applied Surveillance using Biometrics on Agents Infrastructures. - Manolis Sardis; Vasilios Anagnostopoulos; Nikolaos D. Doulamis (AIAI (Workshops), 2009)

Edge-motion video summarization: Economical video summarization for low powered devices. - Vasileios Anagnostopoulos; Nikolaos D. Doulamis; Anastasios D. Doulamis (WIAMIS, 2009)

An evaluation study of clustering algorithms in the scope of user communities assessment. - Pantelis N. Karamolegkos; Charalampos Z. Patrikakis; Nikolaos D. Doulamis; Panagiotis T. Vlacheas; Ioannis G. Nikolakopoulos (Comput. Math. Appl., 2009)

Exploiting semantic proximities for content search over p2p networks. - Nikolaos D. Doulamis; Pantelis N. Karamolegkos; Anastasios D. Doulamis; Ioannis G. Nikolakopoulos (Comput. Commun., 2009)

A secure framework exploiting content guided and automated algorithms for real time video searching. - Dimitrios Halkos; Nikolaos D. Doulamis; Anastasios D. Doulamis (Multim. Tools Appl., 2009)

A secure framework exploiting content guided and automated algorithms for real time video searching. - Dimitrios Halkos; Nikolaos D. Doulamis; Anastasios D. Doulamis; Angelos Yannopoulos; Theodora A. Varvarigou; George Mourkousis; Katerina Tsiara (Multim. Tools Appl., 2009)

Vision-based production of personalized video. - Dimitrios I. Kosmopoulos; Anastasios D. Doulamis; Alexandros Makris; Nikolaos D. Doulamis; Sotirios Chatzis; Stuart E. Middleton (Signal Process. Image Commun., 2009)

Enhanced human behavior recognition using HMM and evaluative rectification. - Nikolaos D. Doulamis; Athanasios Voulodimos; Dimitrios I. Kosmopoulos; Theodora A. Varvarigou (ARTEMIS@ACM Multimedia, 2010)

Tools for semi-automatic monitoring of industrial workflows. - Roland Mörzinger; Manolis Sardis; Igor Rosenberg; Helmut Grabner; Galina V. Veres; Imed Bouchrika; Marcus Thaler; René Schuster; Albert Hofmann; Georg Thallinger; Vasileios Anagnostopoulos; Dimitrios I. Kosmopoulos; et al. (ARTEMIS@ACM Multimedia, 2010)

Iterative motion estimation constrained by time and shape for detecting persons' falls. - Nikolaos D. Doulamis (PETRA, 2010)

Coupled multi-object tracking and labeling for vehicle trajectory estimation and matching. - Nikolaos D. Doulamis (Multim. Tools Appl., 2010)

Analysis and retrieval of events/actions and workflows in video streams. - Anastasios D. Doulamis; Luc Van Gool; Mark S. Nixon; Nikolaos D. Doulamis; Theodora A. Varvarigou (Multim. Tools Appl., 2010)

Human action annotation, modeling and analysis based on implicit user interaction. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nicolas Tsapatsoulis; Nikolaos D. Doulamis (Multim. Tools Appl., 2010)

ACM international workshop on social and behavioral networked media access (SBNMA'11). - Naeem Ramzan; Fei Wang 001; Charalampos Z. Patrikakis; Peng Cui 001; Nikolaos D. Doulamis; Shiqiang Yang; Gordon Sun (ACM Multimedia, 2011)

Disaster Management Evaluation and Recommendation. - Vassilios C. Vescoukis; Nikolaos D. Doulamis (VS-GAMES, 2011)

Optimizing Resource Conflicts in Workflow Management Systems. - Pavlos Delias; Anastasios D. Doulamis; Nikolaos D. Doulamis; Nikolaos F. Matsatsinis (IEEE Trans. Knowl. Data Eng., 2011)

Objects Description Exploiting User's Sociality. - Nikolaos D. Doulamis; John Dragonas; Dora Pliota; George Miaoulis; Dimitri Plemenos (Intelligent Computer Graphics, 2011)

Connected TV and beyond. - Sergios Soursos; Nikos Doulamis (CCNC, 2012)

Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects. - Nikolaos D. Doulamis; Anastasios D. Doulamis (ECCV Workshops (3), 2012)

On-line Spectral Learning in Exploring 3D Large Scale Geo-Referred Scenes. - Nikolaos D. Doulamis; Christos Yiakoumettis; George Miaoulis (EuroMed, 2012)

Improving Multi-Camera Activity Recognition by Employing Neural Network Based Readjustment. - Athanasios Voulodimos; Nikolaos D. Doulamis; Dimitrios I. Kosmopoulos; Theodora A. Varvarigou (Appl. Artif. Intell., 2012)

Bayesian filter based behavior recognition in workflows allowing for user feedback. - Dimitrios I. Kosmopoulos; Nikolaos D. Doulamis; Athanasios Voulodimos (Comput. Vis. Image Underst., 2012)

A service oriented architecture for decision support systems in environmental crisis management. - Vassilios C. Vescoukis; Nikolaos D. Doulamis; Sofia Karagiorgou (Future Gener. Comput. Syst., 2012)

Improving Service Quality for Parking Lot Users Using Intelligent Parking Reservation Policies. - Nikolaos D. Doulamis; Eftychios Protopapadakis; Lambros Lambrinos (AINA Workshops, 2013)

PERIKLIS - Electronic Democracy in the 21st Century Using Mobile and Social Network Technologies. - Panagiotis C. Kokkinos; Kostas Koumoutsos; Nikolaos D. Doulamis; Emmanouel A. Varvarigos; Dimitris Petrantonakis; Mania Kardara; Emmanuel Sardis; Antonis Vekris; Stelios Gerontidis (EGOV/ePart Ongoing Research, 2013)

Video abstraction in social media: Augmenting facebook's EdgeRank algorithm in video content presentation. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Nicolas Tsapatsoulis (ICIP, 2013)

A Constraint Inductive Learning-Spectral Clustering Methodology for Personalized 3D Navigation. - Nikolaos D. Doulamis; Christos Yiakoumettis; George Miaoulis; Eftychios Protopapadakis (ISVC (2), 2013)

4th ACM/IEEE ARTEMIS 2013 international workshop on analysis and retrieval of tracked events and motion in imagery streams. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Marco Bertini 001; Jordi Gonzàlez 001; Thomas B. Moeslund (ACM Multimedia, 2013)

A non-parametric unsupervised approach for content based image retrieval and clustering. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis (ARTEMIS@ACM Multimedia, 2013)

Behavior recognition from video based on human constrained descriptor and adaptable neural networks. - Athanasios Voulodimos; Nikolaos D. Doulamis; Stelios Tsafarakis (ARTEMIS@ACM Multimedia, 2013)

Vision-based maritime surveillance system using fused visual attention maps and online adaptable tracker. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos D. Doulamis (WIAMIS, 2013)

Tapped delay multiclass support vector machines for industrial workflow recognition. - Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos D. Doulamis (WIAMIS, 2013)

Personalised 3D navigation and understanding of Geo-referenced Scenes. - Nikolaos D. Doulamis; Christos Yiakoumettis; Georgios Miaoulis (WOWMOM, 2013)

Content-Based Filtering for Fast 3D Reconstruction from Unstructured Web-Based Image Data. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Marinos Ioannides; Nikolaos F. Matsatsinis (EuroMed, 2014)

On Least Expected Transmissions multicasting in wireless networks. - Christos A. Papageorgiou; Kostas Christodoulopoulos; Nikos Doulamis; Emmanouel A. Varvarigos (ICNC, 2014)

Semi-supervised deep learning for object tracking and classification. - Nikolaos D. Doulamis; Anastasios D. Doulamis (ICIP, 2014)

Precise 3D Measurements for Tracked Objects from Synchronized Stereo-Video Sequences. - Panagiotis Agrafiotis; Andreas Georgopoulos; Anastasios D. Doulamis; Nikolaos D. Doulamis (ISVC (2), 2014)

Multi-sensor target detection and tracking system for sea ground borders surveillance. - Panagiotis Agrafiotis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Andreas Georgopoulos (PETRA, 2014)

Active learning of user's preferences estimation towards a personalized 3D navigation of geo-referenced scenes. - Christos Yiakoumettis; Nikolaos D. Doulamis; Georgios Miaoulis; Djamchid Ghazanfarpour (GeoInformatica, 2014)

Guest editorial: Event-based video analysis/retrieval. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Luc Van Gool; Mark S. Nixon (Multim. Tools Appl., 2014)

A top-down event-driven approach for concurrent activity recognition. - Athanasios Voulodimos; Dimitrios I. Kosmopoulos; Nikolaos D. Doulamis; Theodora A. Varvarigou (Multim. Tools Appl., 2014)

Resource Selection for Tasks with Time Requirements Using Spectral Clustering. - Nikolaos D. Doulamis; Panagiotis C. Kokkinos; Emmanouel A. Varvarigos (IEEE Trans. Computers, 2014)

Efficient Clustering of DERs in a Virtual Association for Profit Optimization. - Vasileios Botsis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Prodromos Makris; Emmanouel A. Varvarigos (DSD, 2015)

Employing Relevance Feedback to Embed Content and Service Importance into the Selection Process of Composite Cloud Services. - Dimosthenis Kyriazis; Nikolaos D. Doulamis; George Kousiouris; Andreas Menychtas; Marinos Themistocleous; Vassilios C. Vescoukis (GECON, 2015)

Deep Convolutional Neural Networks for efficient vision based tunnel inspection. - Konstantinos Makantasis; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Konstantinos Loupos (ICCP, 2015)

Deep supervised learning for hyperspectral data classification through convolutional neural networks. - Konstantinos Makantasis; Konstantinos Karantzalos; Anastasios D. Doulamis; Nikolaos D. Doulamis (IGARSS, 2015)

Demand allocation in local RES electricity market among multiple microgrids and multiple utilities through aggregators. - Vasileios Botsis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Emmanouel A. Varvarigos (ISCC, 2015)

Fair pricing mechanism for coalitions in rural areas. - Vasileios Botsis; Nikolaos D. Doulamis; Emmanouel A. Varvarigos (ISCC, 2015)

Image Based Approaches for Tunnels' Defects Recognition via Robotic Inspectors. - Eftychios Protopapadakis; Nikolaos D. Doulamis (ISVC (1), 2015)

Multi-modal Computer Vision for the Detection of Multi-scale Crowd Physical Motions and Behavior in Confined Spaces. - Zoheir A. Sabeur; Nikolaos D. Doulamis; Lee Middleton; Banafshe Arbab-Zavar; Gianluca Correndo; Aggelos Amditis (ISVC (1), 2015)

Micro-scale thermal behavioral analysis for active evacuation routes. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Konstantinos Makantasis; Konstantinos Karantzalos; Konstantinos Loupos (PETRA, 2015)

A 4D Virtual/Augmented Reality Viewer Exploiting Unstructured Web-based Image Data. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Konstantinos Makantasis; Michael Klein (VISAPP (2), 2015)

Maritime Targets Detection from Ground Cameras Exploiting Semi-supervised Machine Learning. - Eftychios Protopapadakis; Konstantinos Makantasis; Nikolaos D. Doulamis (VISAPP (2), 2015)

Multiple object tracking with background estimation in hyperspectral video sequences. - Zacharias Kandylakis; Konstantinos Karantzalos; Anastasios D. Doulamis; Nikolaos Doulamis (WHISPERS, 2015)

Variational Inference for Background Subtraction in Infrared Imagery. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos D. Doulamis (CoRR, 2015)

Unsupervised Segmentation of Stereoscopic Video Objects: Constrained Segmentation Fusion Versus Greedy Active Contours. - Klimis S. Ntalianis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Nikos E. Mastorakis; Athanasios S. Drigas (J. Signal Process. Syst., 2015)

Deep learning based human behavior recognition in industrial workflows. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis; Konstantinos Psychas (ICIP, 2016)

Vision Based Fall Detector Exploiting Deep Learning. - Nikolaos Doulamis (PETRA, 2016)

Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures. - Eftychios Protopapadakis; Konstantinos Makantasis; George Kopsiaftis; Nikolaos Doulamis; Angelos Amditis (VISIGRAPP (4: VISAPP), 2016)

Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery. - Konstantinos Makantasis; Antonis Nikitakis; Anastasios D. Doulamis; Nikolaos Doulamis; Yannis Papaefstathiou (CoRR, 2016)

Guest Editorial: Analysis and Retrieval of Events/Actions and Workflows in Video Streams. - Anastasios D. Doulamis; Nikolaos D. Doulamis; Marco Bertini 001; Jordi Gonzàlez 001; Thomas B. Moeslund (Multim. Tools Appl., 2016)

In the wild image retrieval and clustering for 3D cultural heritage landmarks reconstruction. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Marinos Ioannides (Multim. Tools Appl., 2016)

3D measures exploitation for a monocular semi-supervised fall detection system. - Konstantinos Makantasis; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Nikolaos F. Matsatsinis (Multim. Tools Appl., 2016)

An automatic event-complementing human life summarization scheme based on a social computing method over social media content. - Klimis S. Ntalianis; Nikolaos D. Doulamis (Multim. Tools Appl., 2016)

Event Detection in Twitter Microblogging. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Panagiotis C. Kokkinos; Emmanouel Manos Varvarigos (IEEE Trans. Cybern., 2016)

Modelling of Static and Moving Objects: Digitizing Tangible and Intangible Cultural Heritage. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Charalabos Ioannidis; Michael Klein; Marinos Ioannides (Mixed Reality and Gamification for Cultural Heritage, 2017)

4D Modelling in Cultural Heritage. - Anastasios D. Doulamis; Nikolaos Doulamis; Eftychios Protopapadakis; Athanasios Voulodimos; Marinos Ioannides (DCH@ICE/ITMC, 2017)

An investigation on multi-objective optimization of feedforward neural network topology. - Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos Doulamis (IISA, 2017)

Human Object Detection using Very Low Resolution Thermal Cameras for Urban Search and Rescue. - Nikolaos Doulamis; Panagiotis Agrafiotis; George Athanasiou; Angelos Amditis (PETRA, 2017)

Requirements collection for the design and development of a pervasive water quality monitoring photonic device. - Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos D. Doulamis; Matthaios Bimpas (PETRA, 2017)

Transforming Intangible Folkloric Performing Arts into Tangible Choreographic Digital Objects: The Terpsichore Approach. - Anastasios D. Doulamis; Athanasios Voulodimos; Nikolaos D. Doulamis; Sofia Soile; Anastasios Lampropoulos (VISIGRAPP (5: VISAPP), 2017)

Recognizing Buildings through Deep Learning: A Case Study on Half-timbered Framed Buildings in Calw City. - Konstantinos Makantasis; Nikolaos D. Doulamis; Athanasios Voulodimos (VISIGRAPP (5: VISAPP), 2017)

Hybrid Meta-Filtering System for Cultural Monument Related Recommendations. - Eftychios Protopapadakis; Nikolaos D. Doulamis; Athanasios Voulodimos (VISIGRAPP (5: VISAPP), 2017)

Preface. - Fotis Liarokapis; Anastasios D. Doulamis; Nikolaos Doulamis (VS-GAMES, 2017)

Extraction of key postures from 3D human motion data for choreography summarization. - Ioannis Rallis; Ioannis Georgoulas; Nikolaos Doulamis; Athanasios Voulodimos; Panagiotis Terzopoulos (VS-GAMES, 2017)

Stacked Autoencoders for Outlier Detection in Over-the-Horizon Radar Signals. - Eftychios Protopapadakis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis; Dimitrios Dres; Matthaios Bimpas (Comput. Intell. Neurosci., 2017)

Tensor-Based Classifiers for Hyperspectral Data Analysis. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis; Antonis Nikitakis (CoRR, 2017)

Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering. - Athanasios Voulodimos; Nikolaos Doulamis; Dieter Fritsch; Konstantinos Makantasis; Anastasios D. Doulamis; Michael Klein (J. Electronic Imaging, 2017)

Dance Posture/Steps Classification Using 3D Joints from the Kinect Sensors. - Nikoloas Bakalos; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis (DASC/PiCom/DataCom/CyberSciTech, 2018)

Pervasive 3D Reconstruction to Identify Hidden 3D Survival Spaces for Search and Rescue Management. - Panagiotis Mysiris; Nikolaos Doulamis; Anastasios D. Doulamis; Vasilis Sourlas; Aggelos Amditis (DASC/PiCom/DataCom/CyberSciTech, 2018)

Understanding Historical Cityscapes from Aerial Imagery Through Machine Learning. - Evangelos Maltezos; Eftychios Protopapadakis; Nikolaos Doulamis; Anastasios D. Doulamis; Charalabos Ioannidis (EuroMed (1), 2018)

Tensor-Based Nonlinear Classifier for High-Order Data Analysis. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis; Antonis Nikitakis; Athanasios Voulodimos (ICASSP, 2018)

Combined Convolutional Neural Networks and Fuzzy Spectral Clustering for Real Time Crack Detection in Tunnels. - Anastasios D. Doulamis; Nikolaos Doulamis; Eftychios Protopapadakis; Athanasios Voulodimos (ICIP, 2018)

Hierarchical Sparse Modeling for Representative Selection in Choreographic Time Series. - Ioannis Rallis; Nikolaos Doulamis; Athanasios Voulodimos; Anastasios D. Doulamis (ICIP, 2018)

Skeleton Extraction of Dance Sequences from 3D Points Using Convolutional Neural Networks Based on a New Developed C3D Visualization Interface. - Ioannis Kavouras; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis (ICL (2), 2018)

Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences. - Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Ioannis Rallis (ICPR, 2018)

Adaptive Deep Learning for a Vision-based Fall Detection. - Anastasios D. Doulamis; Nikolaos Doulamis (PETRA, 2018)

Multidimensional Trajectory Similarity Estimation via Spatial-Temporal Keyframe Selection and Signal Correlation Analysis. - Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos Doulamis (PETRA, 2018)

GNSSGET and GNSSPLOT Platforms - Matlab GUIs for Retrieving GNSS Products and Visualizing GNSS Solutions. - Maria Kaselimi; Nikolaos Doulamis; Demitris Delikaraoglou; Eftychios Protopapadakis (VISIGRAPP (5: VISAPP), 2018)

Image Warping Using WebGL for a Smart Avatar Animating Body Weight Evolution. - Georgios Bardis; Yiannis Koumpouros; Nikolaos Sideris; Athanasios Voulodimos; Nikolaos Doulamis (VS-GAMES, 2018)

An Embodied Learning Game Using Kinect and Labanotation for Analysis and Visualization of Dance Kinesiology. - Ioannis Rallis; Apostolos Langis; Ioannis Georgoulas; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis (VS-GAMES, 2018)

Spatio-temporal summarization of dance choreographies. - Ioannis Rallis; Nikolaos Doulamis; Anastasios D. Doulamis; Athanasios Voulodimos; Vassilios Vescoukis (Comput. Graph., 2018)

Recent Developments in Deep Learning for Engineering Applications. - Athanasios Voulodimos; Nikolaos Doulamis; George Bebis; Tania Stathaki (Comput. Intell. Neurosci., 2018)

Deep Learning for Computer Vision: A Brief Review. - Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Eftychios Protopapadakis (Comput. Intell. Neurosci., 2018)

Autonomous robotic system for tunnel structural inspection and assessment. - Konstantinos Loupos; Anastasios D. Doulamis; Christos Stentoumis; Eftychios Protopapadakis; Konstantinos Makantasis; Nikolaos D. Doulamis; Angelos Amditis; Philippe Chrobocinski; Juan G. Victores; Roberto Montero; Elisabeth Menendez; Carlos Balaguer; et al. (Int. J. Intell. Robotics Appl., 2018)

Adaptable deep learning structures for object labeling/tracking under dynamic visual environments. - Nikolaos Doulamis (Multim. Tools Appl., 2018)

3D reconstruction of disaster scenes for urban search and rescue. - Styliani Verykokou; Charalabos Ioannidis; George Athanasiou; Nikolaos Doulamis; Angelos Amditis (Multim. Tools Appl., 2018)

Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery. - Konstantinos Makantasis; Antonios Nikitakis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Ioannis Papaefstathiou (IEEE Trans. Circuits Syst. Video Technol., 2018)

Tensor-Based Classification Models for Hyperspectral Data Analysis. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos D. Doulamis; Antonis Nikitakis (IEEE Trans. Geosci. Remote. Sens., 2018)

Virtual Associations of Prosumers for Smart Energy Networks Under a Renewable Split Market. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Emmanouel A. Varvarigos (IEEE Trans. Smart Grid, 2018)

A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. - Nikolaos Bakalos; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis (ICASSP, 2019)

Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring. - Maria Kaselimi; Nikolaos Doulamis; Anastasios D. Doulamis; Athanasios Voulodimos; Eftychios Protopapadakis (ICASSP, 2019)

Common Mode Patterns for Supervised Tensor Subspace Learning. - Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ICASSP, 2019)

Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models. - Konstantinos Makantasis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis; Ioannis Georgoulas (ICIP, 2019)

Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. - Ioannis Rallis; Nikolaos Bakalos; Nikolaos Doulamis; Athanasios Voulodimos; Anastasios D. Doulamis; Eftychios Protopapadakis (ICIP, 2019)

Non-Intrusive Load Monitoring for Personalized Strategies Towards Energy Consumption Reduction. - Eftychios Protopapadakis; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (SMAP, 2019)

Choreographic Pose Identification using Convolutional Neural Networks. - Nikolaos Bakalos; Ioannis Rallis; Nikolaos Doulamis; Anastasios D. Doulamis; Eftychios Protopapadakis; Athanasios Voulodimos (VS-GAMES, 2019)

Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation. - Maria Kaselimi; Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis (IEEE Access, 2019)

Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing. - Eftychios Protopapadakis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis; Tania Stathaki (Appl. Intell., 2019)

Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction. - George Kopsiaftis; Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos Doulamis; Aristotelis Mantoglou (Comput. Intell. Neurosci., 2019)

WebGL enabled smart avatar warping for body weight animated evolution. - Georgios Bardis; Yiannis Koumpouros; Nikolaos Sideris; Athanasios Voulodimos; Nikolaos Doulamis (Entertain. Comput., 2019)

Building Extraction From LiDAR Data Applying Deep Convolutional Neural Networks. - Evangelos Maltezos; Anastasios D. Doulamis; Nikolaos Doulamis; Charalabos Ioannidis (IEEE Geosci. Remote. Sens. Lett., 2019)

WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. - 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; et al. (Sensors, 2019)

Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. - Nikolaos Bakalos; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Avi Ostfeld; Elad Salomons; Juan Caubet; Victor Jimenez; Pau Li (IEEE Signal Process. Mag., 2019)

Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. - Ioannis Rallis; Athanasios Voulodimos; Nikolaos Bakalos; Eftychios Protopapadakis; Nikolaos Doulamis; Anastasios D. Doulamis (Visual Computing for Cultural Heritage, 2020)

Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. - Nikolaos Bakalos; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Kassiani Papasotiriou; Matthaios Bimpas (CPS4CIP, 2020)

EnerGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION. - Maria Kaselimi; Athanasios Voulodimos; Eftychios Protopapadakis; Nikolaos Doulamis; Anastasios D. Doulamis (ICASSP, 2020)

Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. - Nikolaos Bakalos; Ioannis Rallis; Nikolaos D. Doulamis; Anastasios D. Doulamis; Athanasios Voulodimos; Eftychios Protopapadakis (ICIP, 2020)

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. - Konstantinos Makantasis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Bakalos; Nikolaos Doulamis (ICPR, 2020)

Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ISVC (1), 2020)

Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. - Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Evangelos Maltezos (ISVC (1), 2020)

Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images. - Iason Katsamenis; Eftychios Protopapadakis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis (PCI, 2020)

Confusion Matrix Analysis for NPS. - Ioannis Markoulidakis; George Kopsiaftis; Ioannis Rallis; Ioannis Georgoulas; Anastasios D. Doulamis; Nikolaos Doulamis (PCI, 2020)

Creating a Baseline for Robust Energy Savings Estimation in Households. - Eftychios Protopapadakis; Anastasia Garbi; Anna Malamou; Maria Kaselimi; Zisis Pontikas; Anastasios D. Doulamis; Nikolaos Doulamis; Kostas Vasilakis; Nassos Michas; Emmanouel Alexakis (PCI, 2020)

A cost -effective photonics-based device for early prediction, monitoring and management of diabetic foot ulcers. - Anastasios D. Doulamis; Nikolaos Doulamis; Aikaterini Angeli (PETRA, 2020)

Long-term recurrent convolutional networks for non-intrusive load monitoring. - Maria Kaselimi; Nikolaos Doulamis (PETRA, 2020)

Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. - Nikolaos Bakalos; Ioannis Rallis; Nikolaos Doulamis; Anastasios D. Doulamis; Athanasios Voulodimos; Vassilios Vescoukis (IEEE Computer Graphics and Applications, 2020)

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. - Konstantinos Makantasis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Bakalos; Nikolaos Doulamis (CoRR, 2020)

Physics-based keyframe selection for human motion summarization. - Athanasios Voulodimos; Ioannis Rallis; Nikolaos Doulamis (Multim. Tools Appl., 2020)

A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations. - Maria Kaselimi; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Demitris Delikaraoglou (Remote. Sens., 2020)

Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models. - Maria Kaselimi; Nikolaos Doulamis; Athanasios Voulodimos; Eftychios Protopapadakis; Anastasios D. Doulamis (IEEE Trans. Smart Grid, 2020)

A Robust to Noise Adversarial Recurrent Model for Non-Intrusive Load Monitoring. - Maria Kaselimi; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Eftychios Protopapadakis (ICASSP, 2021)

Spatio-Temporal Ionospheric TEC Prediction Using a Deep CNN-GRU Model on GNSS Measurements. - Maria Kaselimi; Nikolaos Doulamis; Athanasios Voulodimos; Anastasios D. Doulamis; Demitris Delikaraoglou (IGARSS, 2021)

Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. - Nikolaos Bakalos; Iason Katsamenis; Eleni Eirini Karolou; Nikolaos Doulamis (NiDS, 2021)

Assessing the Lockdown Effects on Air Quality During COVID-19 Era. - Ioannis Kavouras; Eftychios Protopapadakis; Maria Kaselimi; Emmanuel Sardis; Nikolaos Doulamis (NiDS, 2021)

Application Programming Interface for a Customer Experience Analysis Tool. - George Kopsiaftis; Ioannis Georgoulas; Ioannis Rallis; Ioannis Markoulidakis; Kostis E. Tzanettis; Michael Sfakianos; Nikolaos Doulamis (NiDS, 2021)

An Introduction to the euPOLIS Project. - Charalampos Zafeiropoulos; Matthaios Bimpas; Eftychios Protopapadakis; Emmanuel Sardis; Nikolaos Doulamis; Anastasios D. Doulamis; Cedo Maksimovic; Stanislava Boskovic; Ranko Bozovic; Maja Lalic (NiDS, 2021)

Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments. - Charalampos Zafeiropoulos; Ioannis N. Tzortzis; Ioannis Rallis; Eftychios Protopapadakis; Nikolaos Doulamis; Anastasios D. Doulamis (NiDS, 2021)

Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. - Nikolaos Bakalos; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (PETRA, 2021)

Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution. - Ioannis Kavouras; Maria Kaselimi; Eftychios Protopapadakis; Nikolaos Doulamis (PETRA, 2021)

Deep learning models for COVID-19 infected area segmentation in CT images. - Athanasios Voulodimos; Eftychios Protopapadakis; Iason Katsamenis; Anastasios D. Doulamis; Nikolaos Doulamis (PETRA, 2021)

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. - Konstantinos Makantasis; Alexandros Georgogiannis; Athanasios Voulodimos; Ioannis Georgoulas; Anastasios D. Doulamis; Nikolaos Doulamis (IEEE Access, 2021)

Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery. - Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Evangelos Maltezos (Remote. Sens., 2021)

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images. - Athanasios Voulodimos; Eftychios Protopapadakis; Iason Katsamenis; Anastasios D. Doulamis; Nikolaos Doulamis (Sensors, 2021)

Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. - Ioannis Rallis; Nikolaos Bakalos; Nikolaos Doulamis; Anastasios D. Doulamis; Athanasios Voulodimos (Vis. Comput., 2021)

An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. - Stavros Sykiotis; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (EUSIPCO, 2022)

Designing a Cloud Based Platform for Monitoring Well-Being and Public Health in Areas with Natural Based Solutions. - Parisis Gallos; Andreas Menychtas; Christos Panagopoulos; Eftychios Protopapadakis; Nikolaos Doulamis; Anastasios D. Doulamis; Emmanuel Sardis; Manthos Bimpas; Maria Kaselimi; Ilias Maglogiannis (FABULOUS, 2022)

Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions. - 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; et al. (ICIMTH, 2022)

Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery. - Ioannis N. Tzortzis; Ioannis Rallis; Konstantinos Makantasis; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ICIP, 2022)

Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai. - Anastasios Temenos; Maria Kaselimi; Ioannis N. Tzortzis; Ioannis Rallis; Anastasios D. Doulamis; Nikolaos Doulamis (IGARSS, 2022)

Multi-property Tensor-Based Learning for Abnormal Event Detection. - Nikolaos Bakalos; Nikolaos Doulamis; Anastasios D. Doulamis; Konstantinos Makantasis (ISVC (1), 2022)

Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. - Constantine Maganaris; Eftychios Protopapadakis; Nikolaos Bakalos; Nikolaos Doulamis; Dimitris Kalogeras; Aikaterini Angeli (ISVC (2), 2022)

Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions. - 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 (MIE, 2022)

Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring. - Iason Katsamenis; Agapi Davradou; Eleni Eirini Karolou; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Dimitris Kalogeras (NiDS, 2022)

TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning. - Iason Katsamenis; Eleni Eirini Karolou; Agapi Davradou; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Dimitris Kalogeras (NiDS, 2022)

Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms. - Ioannis Kavouras; Ioannis Rallis; Anastasios D. Doulamis; Nikolaos Doulamis (NiDS, 2022)

Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. - Agapi Davradou; Eftychios Protopapadakis; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (PETRA, 2022)

Robotic Maintenance of Road Infrastructures: The HERON Project. - 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; et al. (PETRA, 2022)

Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. - Constantine Maganaris; Eftychios Protopapadakis; Nikolaos Bakalos; Nikolaos Doulamis; Dimitris Kalogeras; Aikaterini Angeli (PETRA, 2022)

Interpretation of net promoter score attributes using explainable AI. - Ioannis Rallis; Yannis Markoulidakis; Ioannis Georgoulas; George Kopsiaftis; Maria Kaselimi; Nikolaos D. Doulamis; Anastasios D. Doulamis (PETRA, 2022)

A deep-learning based diagnostic framework for Breast Cancer. - Stavros Sykiotis; Ioannis N. Tzortzis; Aikaterini Angeli; Nikolaos Doulamis; Dimitrios Kalogeras (PETRA, 2022)

Unsupervised diabetic foot monitoring techniques. - Ioannis N. Tzortzis; Agapi Davradou; Eftychios Protopapadakis; Maria Kaselimi; Nikolaos Doulamis; Aikaterini Angeli; Andreas Lazaris (PETRA, 2022)

Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. - Stavros Sykiotis; Christoforos Menos-Aikateriniadis; Anastasios D. Doulamis; Nikolaos Doulamis; Pavlos S. Georgilakis (CoRR, 2022)

Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing. - Anastasios Temenos; Ioannis N. Tzortzis; Maria Kaselimi; Ioannis Rallis; Anastasios D. Doulamis; Nikolaos Doulamis (Remote. Sens., 2022)

Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring. - Maria Kaselimi; Eftychios Protopapadakis; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis (Sensors, 2022)

COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. - Ioannis Kavouras; Maria Kaselimi; Eftychios Protopapadakis; Nikolaos Bakalos; Nikolaos Doulamis; Anastasios D. Doulamis (Sensors, 2022)

ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. - Stavros Sykiotis; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (Sensors, 2022)

Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements. - Maria Kaselimi; Athanasios Voulodimos; Nikolaos Doulamis; Anastasios D. Doulamis; Demitris Delikaraoglou (IEEE Trans. Geosci. Remote. Sens., 2022)

Site Diversity Switching Prediction AT Q Band Using Deep Learning Techniques in Satellite Communications. - Maria Kaselimi; Anargyros J. Roumeliotis; Apostolos Z. Papafragkakis; Athanasios D. Panagopoulos; Nikolaos D. Doulamis (ICASSP Workshops, 2023)

Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring. - Stavros Sykiotis; Maria Kaselimi; Anastasios Doulamis; Nikolaos Doulamis (ICASSP, 2023)

Multi-Spectral Band Selection and Spatial Explanations Using XAI Algorithms in Remote Sensing Applications. - Anastasios Temenos; Nikos Temenos; Maria Kaselimi; Anastasios Doulamis; Nikolaos Doulamis (IGARSS, 2023)

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Nikolaos Bakalos; Andreas Varvarigos; Anastasios Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ISVC (1), 2023)

Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery. - Charalampos Zafeiropoulos; Ioannis N. Tzortzis; Eftychios Protopapadakis; Maria Kaselimi; Anastasios Doulamis; Nikolaos Doulamis (ISVC (1), 2023)

Dynamically tangible cultural heritage monitoring from web video sources. - Ioannis Kavouras; Ioannis Rallis; Nikolaos Doulamis; Anastasios D. Doulamis (PETRA, 2023)

Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases. - Sotiris Messinis; Nicholas E. Protonotarios; Ioannis N. Tzortzis; Ioannis Rallis; Dimitrios Kalogeras; Nikolaos Doulamis (PETRA, 2023)

An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. - Ioannis N. Tzortzis; Stavros Sykiotis; Ioannis Rallis; Nikolaos Doulamis (PETRA, 2023)

Evaluating the Effectiveness of Unsupervised and Supervised Techniques for Identifying Deteriorations on Cultural Heritage Monuments Using Hyper-spectral Imagery. - Nikolaos Chrysogonos; Kyriakos Lampropoulos; Ioannis N. Tzortzis; Charalampos Zafeiropoulos; Anastasios Doulamis; Nikolaos Doulamis (TMM_CH, 2023)

Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification. - Ioannis Georgoulas; Eftychios Protopapadakis; Konstantinos Makantasis; Dylan Seychell; Anastasios Doulamis; Nikolaos Doulamis (IEEE Access, 2023)

Comparison of tree-based ensemble algorithms for merging satellite and earth-observed precipitation data at the daily time scale. - Georgia Papacharalampous; Hristos Tyralis; Anastasios D. Doulamis; Nikolaos Doulamis (CoRR, 2023)

Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data. - Georgia Papacharalampous; Hristos Tyralis; Anastasios D. Doulamis; Nikolaos Doulamis (CoRR, 2023)

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Nikolaos Bakalos; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (CoRR, 2023)

Machine learning for uncertainty estimation in fusing precipitation observations from satellites and ground-based gauges. - Georgia Papacharalampous; Hristos Tyralis; Nikolaos Doulamis; Anastasios Doulamis (CoRR, 2023)

Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP. - Anastasios Temenos; Nikos Temenos; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis (IEEE Geosci. Remote. Sens. Lett., 2023)

Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles. - Hristos Tyralis; Georgia Papacharalampous; Nikolaos Doulamis; Anastasios D. Doulamis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring. - Maria Kaselimi; Athanasios Voulodimos; Ioannis Daskalopoulos; Nikolaos Doulamis; Anastasios D. Doulamis (IEEE Trans. Neural Networks Learn. Syst., 2023)

Performance-Aware NILM Model Optimization for Edge Deployment. - Stavros Sykiotis; Sotirios Athanasoulias; Maria Kaselimi; Anastasios D. Doulamis; Nikolaos Doulamis; Lina Stankovic; Vladimir Stankovic 001 (IEEE Trans. Green Commun. Netw., 2023)

Ensemble Learning for Blending Gridded Satellite and Gauge-Measured Precipitation Data. - Georgia Papacharalampous; Hristos Tyralis; Nikolaos Doulamis; Anastasios Doulamis (Remote. Sens., 2023)

A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. - Sotirios Athanasoulias; Stavros Sykiotis; Nikos Temenos; Anastasios Doulamis; Nikolaos Doulamis (ICASSP Workshops, 2024)

Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation. - Nikolaos Bakalos; Stavros Sykiotis; Anastasios Temenos; Ioannis Rallis; Anastasios Doulamis; Nikolaos Doulamis (IGARSS, 2024)

Automated Detection and Categorization of River Islets Using Sentinel 2 Images. - Thodoris Betsas; Ioannis Rallis; Anastasios Doulamis; Nikolaos Doulamis; Andreas Georgopoulos (IGARSS, 2024)

Satellite Channel Excess Attenuation Prediction at Ka Band Using Deep Learning Models and Rainfall Rate Data. - Maria Kaselimi; Anargyros J. Roumeliotis; Apostolos Z. Papafragkakis; Athanasios D. Panagopoulos; Nikolaos D. Doulamis (IGARSS, 2024)

Identifying False Negative Flood Events Using Interpretable Deep Learning Framework. - Anastasios Temenos; Nikos Temenos; Ioannis Rallis; Margarita Skamantzari; Anastasios Doulamis; Nikolaos Doulamis (IGARSS, 2024)

Community-driven Smart EV charging With Multi-Agent Deep Reinforcement Learning. - Stavros Sykiotis; Sotirios Athanasoulias; Nikolaos Temenos; Ioannis Rallis; Anastasios Doulamis; Nikolaos Doulamis (IJCNN, 2024)

Multi-scale Intervention Planning Based on Generative Design. - Ioannis Kavouras; Ioannis Rallis; Emmanuel Sardis; Eftychios Protopapadakis; Anastasios Doulamis; Nikolaos Doulamis (ITS (2), 2024)

UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods. - Iason Katsamenis; Grégory Andreoli; Margarita Skamantzari; Nikolaos Bakalos; Franziska Schmidt; Thierry Sedran; Nikolaos Doulamis; Eftychios Protopapadakis; Dimitris Kalogeras (PETRA, 2024)

Ocean-DC: An analysis ready data cube framework for environmental and climate change monitoring over the port areas. - Ioannis Kavouras; Ioannis Rallis; Nikolaos Doulamis; Anastasios Doulamis (PETRA, 2024)

Outlier detection in maritime environments using AIS data and deep recurrent architectures. - Constantine Maganaris; Eftychios Protopapadakis; Nikolaos Doulamis (PETRA, 2024)

Client Selection and Resource Allocation via Graph Neural Networks for Efficient Federated Learning in Healthcare Environments. - Sotirios Messinis; Nicholas E. Protonotarios; Emmanouil Arapidis; Nikolaos Doulamis (PETRA, 2024)

Learning using privileged information for segmenting tumors on digital mammograms. - Ioannis N. Tzortzis; Konstantinos Makantasis; Ioannis Rallis; Nikolaos Bakalos; Anastasios Doulamis; Nikolaos Doulamis (CoRR, 2024)

Uncertainty estimation in spatial interpolation of satellite precipitation with ensemble learning. - Georgia Papacharalampous; Hristos Tyralis; Nikolaos Doulamis; Anastasios Doulamis (CoRR, 2024)

Uncertainty estimation in satellite precipitation spatial prediction by combining distributional regression algorithms. - Georgia Papacharalampous; Hristos Tyralis; Nikolaos Doulamis; Anastasios Doulamis (CoRR, 2024)

Uncertainty estimation of machine learning spatial precipitation predictions from satellite data. - Georgia Papacharalampous; Hristos Tyralis; Nikolaos Doulamis; Anastasios Doulamis (Mach. Learn. Sci. Technol., 2024)

OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation. - Sotirios Athanasoulias; Stavros Sykiotis; Maria Kaselimi; Anastasios Doulamis; Nikolaos Doulamis; Nikolaos Ipiotis (IEEE Trans. Consumer Electron., 2024)

Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review. - Sotiris Messinis; Nikos Temenos; Nicholas E. Protonotarios; Ioannis Rallis; Dimitrios Kalogeras; Nikolaos Doulamis (Comput. Biol. Medicine, 2024)

Goat-CNN: A Lightweight Convolutional Neural Network for Pose-Independent Body Condition Score Estimation in Goats. - Anastasios Temenos; Athanasios Voulodimos; Vera Korelidou; Athanasios Gelasakis; Dimitris Kalogeras; Anastasios Doulamis; Nikolaos Doulamis (Zenodo, 2024)

Differentially Private Client Selection and Resource Allocation in Federated Learning for Medical Applications Using Graph Neural Networks. - Sotirios Messinis; Nicholas E. Protonotarios; Nikolaos Doulamis (Sensors, 2024)

Threshold Multiparty Private Set Intersection via Federated Graph Neural Networks. - Sotirios Messinis; Nicholas E. Protonotarios; Dimitris Kalogeras; Nikolaos Doulamis (EICC, 2025)

Voting-Based Intervention Planning Using AI-Generated Images. - Ioannis Kavouras; Ioannis Rallis; Emmanuel Sardis; Anastasios Doulamis; Nikolaos Doulamis (IEEE Computer Graphics and Applications, 2025)

UAVINE-XAI: eXplainable AI-Based Spectral Band Selection for Vineyard Monitroting Using UAV Hyperspectral Data. - Olympia Kourounioti; Anastasios Temenos; Nikos Temenos; Emmanouil Oikonomou; Anastasios Doulamis; Nikolaos Doulamis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Roads Digital Twin: Predictive Situational Awareness Using 360$^{ circ }$ Video Streaming and Graph Neural Networks. - Sotirios Messinis; Oussama El Marai; Nicholas E. Protonotarios; Tarik Taleb; Nikolaos Doulamis (IEEE Trans. Veh. Technol., 2025)