28 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Aris S. Lalos9 · h 21
- Dimitrios Amaxilatis2 profiles4 · h 17
- K. Moustakas4 · h 48
- Nikos Piperigkos4 · h 7
- S. Nousias4 · h 11
- Agorakis Bompotas3 · h 4
- Athanasios P. Kalogeras3 · h 8
- Gerasimos Arvanitis3 · h 13
- C. Alexakos2 · h 9
- Christos V. Verikoukis2 · h 7
- Georgios Mylonas2 profiles2 · h 22
- I. Chatzigiannakis2 · h 40
- University of PatrasGR10 papers
- Athens University of Economics and BusinessGR2 papers
- Sapienza University of RomeIT2 papers
- Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesGR1 paper
- Computer Technology Institute and Press “DIOPHANTUS”GR1 paper
- Intracom Telecom (Greece)GR1 paper
- Iquadrat (Spain)ES1 paper
- Kaunas University of TechnologyLT1 paper
- Laboratoire d'Informatique de l'École PolytechniqueFR1 paper
- Max Planck Institute for Software SystemsDE1 paper
- National and Kapodistrian University of AthensGR1 paper
- National Technical University of AthensGR1 paper
20 papers
Fast and Accurate Outlier-Aware LiDAR Super-Resolution for SLAM Applications
Christos Anagnostopoulos, Alexandros Gkillas, Nikos Piperigkos +1
This work tackles the challenge of enhancing low-resolution LiDAR sensors for SLAM applications through a novel Deep Unrolling-based Super-Resolution (SR) model. We integrate an ou…
Towards Secure and Interoperable Data Spaces for 6G: The 6G-DALI Approach
Dimitrios Amaxilatis, Themistoklis Sarantakos, Nikolaos Tsironis +2
The next generation of mobile networks, 6G, is expected to enable data-driven services at unprecedented scale and complexity, with stringent requirements for trust, interoperabilit…
Digital Twin based Automatic Reconfiguration of Robotic Systems in Smart Environments
Angelos Alexopoulos, Agorakis Bompotas, Nikitas Rigas Kalogeropoulos +3
Robotic systems have become integral to smart environments, enabling applications ranging from urban surveillance and automated agriculture to industrial automation. However, their…
SUSTAINABLE Platform: Seamless Smart Farming Integration Towards Agronomy Automation
Agorakis Bompotas, Konstantinos Koutras, Nikitas Rigas Kalogeropoulos +4
The global agricultural sector is undergoing a transformative shift, driven by increasing food demands, climate variability and the need for sustainable practices. SUSTAINABLE is a…
Eliciting User Requirements for AI-Enhanced Learning Environments using a Participatory Approach
Bibeg Limbu, Irene-Angelica Chounta, Vilma Sukacke +5
This paper explores the needs and expectations of educational stakeholders for AI (Artificial Intelligence)-enhanced learning environments. Data was collected following two-phased…
Dimensionality Reduction on IoT Monitoring Data of Smart Building for Energy Consumption Forecasting
Konstantinos Koutras, Agorakis Bompotas, Constantinos Halkiopoulos +2
The Internet of Things (IoT) plays a major role today in smart building infrastructures, from simple smart-home applications, to more sophisticated industrial type installations. T…
Filling in the Blanks: Applying Data Imputation in incomplete Water Metering Data
Dimitrios Amaxilatis, Themistoklis Sarantakos, Ioannis Chatzigiannakis +1
In this work, we explore the application of recent data imputation techniques to enhance monitoring and management of water distribution networks using smart water meters, based on…
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
Loukas Kavouras, Eleni Psaroudaki, Konstantinos Tsopelas +9
The widespread deployment of machine learning systems in critical real-world decision-making applications has highlighted the urgent need for counterfactual explainability methods…
AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas +1
This paper addresses how to handle slice resources for 6G networks at different time scales in an architecture based on an open radio access network (ORAN). The proposed solution i…
RETINA: Distributed and Secure Trust Management for Smart Grid Applications and Energy Trading
Vaios Boulgourasa, Thodoris Ioannidis, Ilias Politis +1
The rapid adoption of smart grids demands robust security and efficiency measures due to their critical role in delivering electricity and their potential for customer-oriented ben…
Understanding the Effect of the COVID-19 Pandemic on the Usage of School Buildings in Greece Using an IoT Data-Driven Analysis
Georgios Mylonas, Dimitrios Amaxilatis, Ioannis Chatzigiannakis
The COVID-19 pandemic has brought profound change in the daily lives of a large part of the global population during 2020 and 2021. Such changes were mirrored in aspects such as ch…
Fast mesh denoising with data driven normal filtering using deep variational autoencoders
Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos +1
Recent advances in 3D scanning technology have enabled the deployment of 3D models in various industrial applications like digital twins, remote inspection and reverse engineering.…
Graph Laplacian Diffusion Localization of Connected and Automated Vehicles
Nikos Piperigkos, Aris S. Lalos, Kostas Berberidis
In this paper, we design distributed multi-modal localization approaches for Connected and Automated vehicles. We utilize information diffusion on graphs formed by moving vehicles,…
A New Clustering-Based Technique for the Acceleration of Deep Convolutional Networks
Erion-Vasilis Pikoulis, Christos Mavrokefalidis, Aris S. Lalos
Deep learning and especially the use of Deep Neural Networks (DNNs) provides impressive results in various regression and classification tasks. However, to achieve these results, t…
Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices
Kostas Blekos, Stavros Nousias, Aris S Lalos
Delineation approaches provide significant benefits to various domains, including agriculture, environmental and natural disasters monitoring. Most of the work in the literature ut…
Cooperative Multi-Modal Localization in Connected and Autonomous Vehicles
Nikos Piperigkos, Aris S. Lalos, Kostas Berberidis +1
Cooperative Localization is expected to play a crucial role in various applications in the field of Connected and Autonomous vehicles (CAVs). Future 5G wireless systems are expecte…
Empowering cyberphysical systems of systems with intelligence
Stavros Nousias, Nikos Piperigkos, Gerasimos Arvanitis +3
Cyber Physical Systems have been going into a transition phase from individual systems to a collecttives of systems that collaborate in order to achieve a highly complex cause, rea…
Enhancing an eco-driving gamification platform through wearable and vehicle sensor data integration
Christos Tselios, Stavros Nousias, Dimitris Bitzas +5
As road transportation has been identified as a major contributor of environmental pollution, motivating individuals to adopt a more eco-friendly driving style could have a substan…
Block-Based Spectral Processing of Static and Dynamic 3D Meshes using Orthogonal Iterations
Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas
Spectral methods are widely used in geometry processing of 3D models. They rely on the projection of the mesh geometry on the basis defined by the eigenvectors of the graph Laplaci…
K-clique-graphs for Dense Subgraph Discovery
G. Nikolentzos, P. Meladianos, Y. Stavrakas +1
Finding dense subgraphs in a graph is a fundamental graph mining task, with applications in several fields. Algorithms for identifying dense subgraphs are used in biology, in finan…