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Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops
Ilias Maglogiannis, John Macintyre, Lazaros Iliadis
Front Matter

6th Workshop on “5G – Putting Intelligence to the Network Edge” (5G-PINE 2021)


5G Communications as “Enabler” for Smart Power Grids: The Case of the Smart5Grid Project
Daniele Porcu, Ioannis P. Chochliouros, Sonia Castro, Giampaolo Fiorentino, Rui Costa, Dimitrios Nodaros, Vaios Koumaras, Fabrizio Brasca, Nicola Di Pietro, George Papaioannou, Irina Ciornei, Antonios Sarigiannidis, Nikolay Palov, Teodor Bobochikov, Charilaos Zarakovitis, Anastasia S. Spiliopoulou
7-20
5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways
Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Anna Tzanakaki, Markos Anastassopoulos, Christina Politi, Panagiotis Papaioannou, Christos Tranoris, Spyros Denazis, Paris Flegkas, Nikos Makris, Nebojsa Maletic, Darko Cvetkovski, Jesus Gutierrez Teran, Panteleimon Konstantinos Chartsias, Konstantinos Stamatis, Marievi Xezonaki, Dimitrios Kritharidis, Alexandros Dalkalitsis, Manfred Taferner, Martin Piovarci
21-30
5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing
Louay Bassbouss, Mehdi Ben Fadhel, Stefan Pham, Anita Chen, Stephan Steglich, Eric Troudt, Marc Emmelmann, Jesús Gutiérrez, Nebojsa Maletic, Eckhard Grass, Stefan Schinkel, Annette Wilson, Sven Glaser, Christian Schlehuber
31-38
A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond
Sławomir Kukliński, Lechosław Tomaszewski, Ioannis P. Chochliouros, Christos Verikoukis, Robert Kołakowski, Anastasia S. Spiliopoulou, Alexandros Kostopoulos
39-51
A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory
Panagiotis Papaioannou, Nikolaos Tzanis, Christos Tranoris, Spyros Denazis, Alexios Birbas
52-61
Advanced First Responders’ Services by Using FASTER Project Architectural Solution
Christina C. Lessi, Ioannis P. Chochliouros, Panagiotis Trakadas, Panagiotis Karkazis
62-70
High Mobility 5G Services for Vertical Industries – Network Operator’s View
Lechosław Tomaszewski, Ioannis P. Chochliouros, Robert Kołakowski, Sławomir Kukliński, Michail-Alexandros Kourtis
71-84
Machine Learning-Based, Networking and Computing Infrastructure Resource Management
Ioannis P. Chochliouros, Alexandros Kostopoulos, Miquel Payaró, Christos Verikoukis, Sabrina Vimercati, Evgenii Vinogradov, Vida Ranjbar, John Vardakas, Md Arifur Rahman, Polyzois Soumplis, Emmanuel Varvarigos
85-94
Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning
Anastasios Giannopoulos, Sotirios Spantideas, Christos Tsinos, Panagiotis Trakadas
95-105
The Challenge of Security Breaches in the Era of 5G Networking
Maria Belesioti, Jorge Carapinha, Rodoula Makri, Ioannis P. Chochliouros
106-117
Top Challenges in 5G Densification
Eleni Theodoropoulou, Ioanna Mesogiti, Fotini Setaki, Konstantinos Filis, George Lyberopoulos, Agapi Mesodiakaki, Marios Gatzianas, Christos Vagionas, George Kalfas, Mauro Agus, Annachiara Pagano
118-127
TYPHON: Hybrid Data Lakes for Real-Time Big Data Analytics – An Evaluation Framework in the Telecom Industry
Antonios Misargopoulos, George Papavassiliou, Christos A. Gizelis, Filippos Nikolopoulos-Gkamatsis
128-137
V2X Communications for the Support of GLOSA and Intelligent Intersection Applications
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Slawomir Kuklinski, Lechosław Tomaszewski, Dimitrios Arvanitozisis, Alexandros Kostopoulos
138-152

Artificial Intelligence in Biomedical Engineering and Informatics (AI-BIO 2021) Workshop


A Machine Learning Approach for Recognition of Elders’ Activities Using Passive Sensors
Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis
157-170
Analyzing Collective Knowledge Towards Public Health Policy Making
Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis
171-181
Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions
M. Tziomaka, A. Kallipolitis, P. Tsanakas, Ilias Maglogiannis
182-193
An Inception-Based Architecture for Haemodialysis Time Series Classification
Giorgio Leonardi, S. Montani, Manuel Striani
194-203

Workshop on Defense Applications of AI – (DAAI 2021)


A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks
Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras
211-227
A Multimodal AI-Leveraged Counter-UAV Framework for Diverse Environments
Eleni Diamantidou, Antonios Lalas, Konstaninos Votis, Dimitrios Tzovaras
228-239
Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids
Medentzidis Charalampos-Rafail, Kotsiopoulos Thanasis, Vellikis Vasileios, Ioannidis Dimosthenis, Tzovaras Dimitrios, Sarigiannidis Panagiotis
240-251
On the Potential of SDN Enabled Network Deployment in Tactical Environments
George Lazaridis, Kostas Papachristou, Anastasios Drosou, Dimosthenis Ioannidis, Periklis Chatzimisios, Dimitrios Tzovaras
252-263

Distributed AI for Resource - Constrained Platforms (DARE 2021) Workshop


A First Sensitivity Study of Multi-object Multi-camera Tracking Performance
Miguel Ramos, Carlos Pereira, Luis Almeida
269-280
An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases
Anna Hristoskova, Nicolás González-Deleito, Sarah Klein, Joana Sousa, Nuno Martins, João Tagaio, João Serra, Carlos Silva, João Ferreira, Pedro M. Santos, Ricardo Morla, Luis Almeida, Barış Bulut, Sencer Sultanoğlu
281-292
Distributed Data Compression for Edge Devices
Kevin Van Vaerenbergh, Tom Tourwé
293-304
PFilter: Privacy-Aware and Secure Data Filtering at the Edge for Distributed Edge Analytics
Annanda Rath, Anna Hristoskova, Sarah Klein
305-310
Towards a Distributed Learning Architecture for Securing ISP Home Customers
Pedro M. Santos, Joana Sousa, Ricardo Morla, Nuno Martins, João Tagaio, João Serra, Carlos Silva, Mário Sousa, Pedro Souto, Luís Lino Ferreira, João Ferreira, Luís Almeida
311-322

Energy Efficiency and Artificial Intelligence (ΕΕΑΙ 2021) Workshop


A Recommendation Specific Human Activity Recognition Dataset with Mobile Device’s Sensor Data
Alexandros Vrochidis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Valia Dimaridou, Iordanis Makaratzis, Apostolos C. Tsolakis, Stelios Krinidis, Dimitrios Tzovaras
327-339
Explainable Needn’t Be (Much) Less Accurate: Evaluating an Explainable AI Dashboard for Energy Forecasting
Ana Grimaldo, Jasminko Novak
340-351
Improving Energy Efficiency in Tertiary Buildings Through User-Driven Recommendations Delivered on Optimal Micro-moments
Apostolos C. Tsolakis, George Tsakirakis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Charisios Zafeiris, Iordanis Makaratzis, Ana Grimaldo, Stelios Krinidis, Jasminko Novak, George Bravos, Dimitrios Tzovaras
352-363
Semantic Modeling of Trustworthy IoT Entities in Energy-Efficient Cultural Spaces
Konstantina Zachila, Konstantinos Kotis, Asimina Dimara, Stamatia Ladikou, Christos-Nikolaos Anagnostopoulos
364-376
Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study
Elpiniki Makri, Ioannis Koskinas, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras
377-389

10th Mining Humanistic Data Workshop (MHDW 2021)


Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
395-406
Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios Tsakalidis
407-417
Movie Recommendation System Based on Character Graph Embeddings
Agisilaos Kounelis, Pantelis Vikatos, Christos Makris
418-430
Privacy-Preserving Text Labelling Through Crowdsourcing
Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek Mcauley
431-445
Recognition of Epidemic Cases in Social Web texts
Eleftherios Alexiou, Apostolos Antonakakis, Nemanja Jevtic, Georgios Sideras, Eftichia Farmaki, Sofronia Foutsitzi, Katia Kermanidis
446-454
Active Bagging Ensemble Selection
Vangjel Kazllarof, Sotiris Kotsiantis
455-465
Applying Machine Learning to Predict Whether Learners Will Start a MOOC After Initial Registration
Theodor Panagiotakopoulos, Sotiris Kotsiantis, Spiros Borotis, Fotis Lazarinis, Achilles Kameas
466-475
Self-supervised Approach for Urban Tree Recognition on Aerial Images
Lakshmi Babu Saheer, Mohamed Shahawy
476-486
Visitor Behavior Analysis for an Ancient Greek Technology Exhibition
Dimitrios Kosmopoulos, Kali Tzortzi
487-495

 


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