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ORCID17th AIAI 2021: Hersonissos, Crete, Greece - Workshops
- Ilias Maglogiannis
, John MacIntyre, Lazaros Iliadis:
Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops - 5G-PINE 2021, AI-BIO 2021, DAAI 2021, DARE 2021, EEAI 2021, and MHDW 2021, Hersonissos, Crete, Greece, June 25-27, 2021, Proceedings. IFIP Advances in Information and Communication Technology 628, Springer 2021, ISBN 978-3-030-79156-8
6th Workshop on "5G - Putting Intelligence to the Network Edge" (5G-PINE 2021)
- 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 C. Zarakovitis, Anastasia S. Spiliopoulou:
5G Communications as "Enabler" for Smart Power Grids: The Case of the Smart5Grid Project. 7-20 - Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George L. Lyberopoulos, Anna Tzanakaki, Markos P. Anastasopoulos, Christina Tanya Politi, Panagiotis Papaioannou, Christos Tranoris, Spyros G. Denazis, Paris Flegkas, Nikos Makris, Nebojsa Maletic, Darko Cvetkovski, Jesús Gutiérrez Terán, Panteleimon-Konstantinos Chartsias, Konstantinos Stamatis, Marievi Xezonaki, Dimitrios Kritharidis, Alexandros Dalkalitsis, Manfred Taferner, Martin Piovarci:
5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railways. 21-30 - 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:
5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computing. 31-38 - Slawomir Kuklinski, Lechoslaw Tomaszewski, Ioannis P. Chochliouros, Christos V. Verikoukis, Robert Kolakowski, Anastasia S. Spiliopoulou, Alexandros Kostopoulos:
A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond. 39-51 - Panagiotis Papaioannou, Nikolaos Tzanis, Christos Tranoris, Spyros G. Denazis, Alexios N. Birbas:
A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factory. 52-61 - Christina C. Lessi, Ioannis P. Chochliouros, Panagiotis Trakadas, Panagiotis Karkazis:
Advanced First Responders' Services by Using FASTER Project Architectural Solution. 62-70 - Lechoslaw Tomaszewski, Ioannis P. Chochliouros, Robert Kolakowski, Slawomir Kuklinski, Michail-Alexandros Kourtis:
High Mobility 5G Services for Vertical Industries - Network Operator's View. 71-84 - Ioannis P. Chochliouros, Alexandros Kostopoulos, Miquel Payaró, Christos V. Verikoukis, Sabrina De Capitani di Vimercati, Evgenii Vinogradov, Vida Ranjbar, John S. Vardakas, Md. Arifur Rahman, Polyzois Soumplis, Emmanouel A. Varvarigos:
Machine Learning-Based, Networking and Computing Infrastructure Resource Management. 85-94 - Anastasios E. Giannopoulos, Sotirios T. Spantideas, Christos G. Tsinos, Panagiotis Trakadas:
Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning. 95-105 - Maria Belesioti, Jorge Carapinha, Rodoula Makri, Ioannis P. Chochliouros:
The Challenge of Security Breaches in the Era of 5G Networking. 106-117 - Eleni Theodoropoulou, Ioanna Mesogiti, Fotini Setaki, Konstantinos Filis, George L. Lyberopoulos, Agapi Mesodiakaki, Marios Gatzianas, Christos Vagionas, George Kalfas, Mauro Agus, Annachiara Pagano:
Top Challenges in 5G Densification. 118-127 - Antonis M. Misargopoulos, George Papavassiliou, Christos-Antonios Gizelis, Filippos Nikolopoulos-Gkamatsis:
TYPHON: Hybrid Data Lakes for Real-Time Big Data Analytics - An Evaluation Framework in the Telecom Industry. 128-137 - Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Pavlos I. Lazaridis, Zaharias D. Zaharis, Michail-Alexandros Kourtis, Slawomir Kuklinski, Lechoslaw Tomaszewski, Dimitrios N. Arvanitozisis, Alexandros Kostopoulos:
V2X Communications for the Support of GLOSA and Intelligent Intersection Applications. 138-152
Artificial Intelligence in Biomedical Engineering and Informatics Workshop (AI-BIO 2021)
- Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis:
A Machine Learning Approach for Recognition of Elders' Activities Using Passive Sensors. 157-170 - Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis:
Analyzing Collective Knowledge Towards Public Health Policy Making. 171-181 - Melina Tziomaka, Athanasios Kallipolitis, Panayiotis Tsanakas, Ilias Maglogiannis:
Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions. 182-193 - Giorgio Leonardi, Stefania Montani, Manuel Striani:
An Inception-Based Architecture for Haemodialysis Time Series Classification. 194-203
Workshop on Defense Applications in AI (DAAI 2021)
- Konstantinos Demertzis, Lazaros Iliadis, Panagiotis Kikiras:
A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks. 211-227 - Eleni Diamantidou, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
A Multimodal AI-Leveraged Counter-UAV Framework for Diverse Environments. 228-239 - Charalampos-Rafail Medentzidis, Thanasis Kotsiopoulos, Vasileios Vellikis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Panagiotis G. Sarigiannidis:
Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids. 240-251 - George Lazaridis, Kostas Papachristou, Anastasios Drosou, Dimosthenis Ioannidis, Periklis Chatzimisios, Dimitrios Tzovaras:
On the Potential of SDN Enabled Network Deployment in Tactical Environments. 252-263
Distributed AI for Resource - Constrained Platforms Workshop (DARE 2021)
- Miguel Ramos, Carlos Pereira, Luís Almeida:
A First Sensitivity Study of Multi-object Multi-camera Tracking Performance. 269-280 - Anna Hristoskova, Nicolás González-Deleito, Sarah Klein, Joana Sousa, Nuno Martins, João Tagaio, João Serra, Carlos Silva, João M. Ferreira, Pedro M. Santos, Ricardo Morla, Luís Almeida, Baris Bulut, Sencer Sultanoglu:
An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases. 281-292 - Kevin Van Vaerenbergh, Tom Tourwé:
Distributed Data Compression for Edge Devices. 293-304 - Annanda Rath, Anna Hristoskova, Sarah Klein:
PFilter: Privacy-Aware and Secure Data Filtering at the Edge for Distributed Edge Analytics. 305-310 - Pedro M. Santos, Joana Sousa, Ricardo Morla, Nuno Martins, João Tagaio, João Serra, Carlos Silva, Mário J. Sousa, Pedro F. Souto, Luis Lino Ferreira, João M. Ferreira, Luís Almeida:
Towards a Distributed Learning Architecture for Securing ISP Home Customers. 311-322
Energy Efficiency and Artificial Intelligence Workshop (EEAI 2021)
- Alexandros Vrochidis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Valia Dimaridou, Iordanis Makaratzis, Apostolos C. Tsolakis, Stelios Krinidis, Dimitrios Tzovaras:
A Recommendation Specific Human Activity Recognition Dataset with Mobile Device's Sensor Data. 327-339 - Ana I. Grimaldo, Jasminko Novak:
Explainable Needn't Be (Much) Less Accurate: Evaluating an Explainable AI Dashboard for Energy Forecasting. 340-351 - Apostolos C. Tsolakis, George Tsakirakis, Vasileios G. Vasilopoulos, Konstantinos Peppas, Charisios Zafeiris, Iordanis Makaratzis, Ana I. Grimaldo, Stelios Krinidis, Jasminko Novak, George Bravos, Dimitrios Tzovaras:
Improving Energy Efficiency in Tertiary Buildings Through User-Driven Recommendations Delivered on Optimal Micro-moments. 352-363 - Konstantina Zachila, Konstantinos Kotis, Asimina Dimara, Stamatia Ladikou, Christos-Nikolaos Anagnostopoulos:
Semantic Modeling of Trustworthy IoT Entities in Energy-Efficient Cultural Spaces. 364-376 - Elpiniki Makri, Ioannis Koskinas, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study. 377-389
10th Mining Humanistic Data Workshop (MHDW 2021)
- Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas:
Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks. 395-406 - Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis:
Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark. 407-417 - Agisilaos Kounelis, Pantelis Vikatos, Christos Makris:
Movie Recommendation System Based on Character Graph Embeddings. 418-430 - Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek McAuley:
Privacy-Preserving Text Labelling Through Crowdsourcing. 431-445 - Eleftherios Alexiou, Apostolos Antonakakis, Nemanja Jevtic, Georgios Sideras, Eftichia Farmaki, Sofronia Foutsitzi, Katia Lida Kermanidis:
Recognition of Epidemic Cases in Social Web texts. 446-454 - Vangjel Kazllarof, Sotiris Kotsiantis:
Active Bagging Ensemble Selection. 455-465 - Theodor Panagiotakopoulos, Sotiris Kotsiantis, Spiros A. Borotis, Fotis Lazarinis, Achilles Kameas:
Applying Machine Learning to Predict Whether Learners Will Start a MOOC After Initial Registration. 466-475 - Lakshmi Babu Saheer, Mohamed Shahawy:
Self-supervised Approach for Urban Tree Recognition on Aerial Images. 476-486 - Dimitrios I. Kosmopoulos, Kali Tzortzi:
Visitor Behavior Analysis for an Ancient Greek Technology Exhibition. 487-495
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