Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery

by Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Evangelos Maltezos
Published 2021-01-01

Recent Developments in Deep Learning for Engineering Applications

by Athanasios Voulodimos, Nikolaos Doulamis, George Bebis, Tania Stathaki
Published 2018-01-01

Deep Learning for Computer Vision: A Brief Review

by Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Eftychios Protopapadakis
Published 2018-01-01

Automatic 3D Modeling and Reconstruction of Cultural Heritage Sites from Twitter Images

by Anastasios Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis, Nikolaos Doulamis, Konstantinos Makantasis
Published 2020-05-01

Unsupervised 3D Motion Summarization Using Stacked Auto-Encoders

by Eftychios Protopapadakis, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Published 2020-11-01

A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations

by Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Demitris Delikaraoglou
Published 2020-04-01

Technical Infrastructure of the COSMOS Portal

by Nikolaos Doulamis, Christodoulos Psaltis, Anastasios Doulamis, Sofoklis Sotiriou, Menelaos Sotiriou
Published 2008-12-01

Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction

by George Kopsiaftis, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Aristotelis Mantoglou
Published 2019-01-01

Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation

by Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis
Published 2019-01-01

EnerGAN++: A Generative Adversarial Gated Recurrent Network for Robust Energy Disaggregation

by Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios Doulamis, Eftychios Protopapadakis
Published 2021-01-01

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images

by Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios Doulamis, Nikolaos Doulamis
Published 2021-03-01

A Machine Learning Based Classification Method for Customer Experience Survey Analysis

by Ioannis Markoulidakis, Ioannis Rallis, Ioannis Georgoulas, George Kopsiaftis, Anastasios Doulamis, Nikolaos Doulamis
Published 2020-12-01

Dance Pose Identification from Motion Capture Data: A Comparison of Classifiers

by Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios Doulamis, Stephanos Camarinopoulos, Nikolaos Doulamis, Georgios Miaoulis
Published 2018-03-01

Stacked Autoencoders for Outlier Detection in Over-the-Horizon Radar Signals

by Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Doulamis, Dimitrios Dres, Matthaios Bimpas
Published 2017-01-01

Choreographic Pattern Analysis from Heterogeneous Motion Capture Systems Using Dynamic Time Warping

by Ioannis Rallis, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Georgios Bardis
Published 2019-08-01

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification

by Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios Doulamis, Nikolaos Doulamis
Published 2021-01-01

BENEFFICE: Behaviour Change, Consumption Monitoring and Analytics with Complementary Currency Rewards

by Anastasia Garbi, Anna Malamou, Nassos Michas, Zisis Pontikas, Nikolaos Doulamis, Eftychios Protopapadakis, Thomas N. Mikkelsen, Konstantinos Kanellakis, Jean-Luc Baradat
Published 2019-07-01

A Non-Invasive Photonics-Based Device for Monitoring of Diabetic Foot Ulcers: Architectural/Sensorial Components & Technical Specifications

by Anastasios Doulamis, Nikolaos Doulamis, Aikaterini Angeli, Andreas Lazaris, Siri Luthman, Murali Jayapala, Günther Silbernagel, Adriane Napp, Ioannis Lazarou, Alexandros Karalis, Richelle Hoveling, Panagiotis Terzopoulos, Athanasios Yamas, Panagiotis Georgiadis, Richard Maulini, Antoine Muller
Published 2021-04-01

A Robust Information Life Cycle Management Framework for Securing and Governing Critical Infrastructure Systems

by Vrettos Moulos, George Chatzikyriakos, Vassilis Kassouras, Anastasios Doulamis, Nikolaos Doulamis, Georgios Leventakis, Thodoris Florakis, Theodora Varvarigou, Evangelos Mitsokapas, Georgios Kioumourtzis, Petros Klirodetis, Alexandros Psychas, Achilleas Marinakis, Thanasis Sfetsos, Alexios Koniaris, Dimitris Liapis, Anna Gatzioura
Published 2018-10-01

WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis

by Nikolaos Doulamis, Athanasios Voulodimos, Anastasios 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 Młynarczyk, Aleksandra Sosna-Głębska, Artur Trajnerowicz, Jarosław Pawluczyk, Mateusz Żbik, Jacek Kułakowski, Panagiotis Georgiadis, Stéphane Blaser, Nicola Bazzurro
Published 2018-12-01