P R O G R A M
Friday 25th of June
Chair: Prof. Lazaros Iliadis
10:45-11:45 - Keynote Speech: Professor Nikola Kasabov
Brain-Inspired Data Analytics for Incremental and Transfer Learning of Cognitive Spatio-Temporal Data and for Knowledge Transfer
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. John Macintyre
Pro Vice Chancellor at the University of Sunderland, United Kingdom
Free discussion-exchange of Arguments with conference participants during the event
Open access roomNo registration is necessary
Chairs: Prof. Stavros Adam
• Discussion and Q&A during session
Open access roomNo registration is necessary
FPGA is a hands-on tutorial which requires a high level of interaction that can’t be achieved at a remote conference. Organizing committee decided to postpone it for an upcoming event
Chair: Prof. Plamen Angelov
Backpropagation Free Deep Learning
• Discussion and Q&A during session
Open access roomNo registration is necessary
DL-CON I
DEEP LEARNING CONVOLUTIONAL IChair: Prof. George Magoulas
Kazuhiko Takahashi, Reo Yokono, Chang Chu, Gauvain Huve, Masafumi Hashimoto
12:00-12:15 - Deep Learning Modeling of Groundwater Pollution Sources
Yiannis N. Kontos, Theodosios Kassandros , Konstantinos Katsifarakis, Kostas Karatzas
12:15-12:30 - Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection
Craig Pirie, Carlos Francisco Moreno-García
12:30-12:45 - Exploring the Limits of Vanilla CNN Architectures for Fine-grained Vision-based Vehicle Classification
Andreas Caduff, Klaus Zahn, J. Hofstetter, M. Rechsteiner, P. Bucher
12:45-13:00 - An Artificial Intelligence System for Endotracheal Intubation Confirmation
Dror Lederman
DL-CON II
DEEP LEARNING CONVOLUTIONAL IIChair: Prof. Elias Pimenidis
Argyrios Ketsetsis, Konstantinos Giannoutakis, Georgios Spanos, Nikolaos Samaras, Dimitrios Hristu-Varsakelis, Dimitrios Thomas, Dimitrios Tzovaras
12:00-12:15 - Robustness testing of AI systems: A case study for traffic sign recognition
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
12:15-12:30 - Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection
Gabriel Coelho, Pedro Pereira, Luis Matos, Alexandrine Ribeiro, Eduardo Nunes, André Ferreira, Paulo Cortez, Andre Pilastri
12:30-12:45 - Just-in-time Biomass Yield Estimation with Multi-Modal Data and Variable Patch Training Size
Patricia O'Byrne, Patrick Jackman, Damon Berry, Thomas Lee, Michael French, Robert J. Ross
12:45-13:00 - Automatic Classification of XCT Images in Manufacturing
Bertram Sabrowsky-Hirsch, Roxana-Maria Holom, Christian Gusenbauer, Michael Reiter, Florian Reiterer, Ricardo Fernández Gutiérrez, Josef Scharinger
REC_SENT_IMP
Recommendation Systems-Sentiment Analysis-AI ImpactsChair: Prof. Peter Hajek
Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
13:30-13:45 - The AI4Media project: Use of Next-generation Artificial Intelligence Technologies for Media Sector Applications
Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, Francois Schnitzler, Artur Garcia-Saez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov
13:45-14:00 - Science4Fashion: An Autonomous Recommendation System for Fashion Designers
Argyrios Vartholomaios, Sotirios–Filippos Tsarouchis, Antonios Chrysopoulos, Pericles Mitkas, Athanasios Karafyllis, Ioannis-Panagiotis Bountouridis
14:00-14:15 - A two-step optimised BERT-based NLP algorithm for extracting sentiment from financial news
Rapheal Olaniyan, Daniel Stamate, Ida Pu
14:15-14:30 - Optimization of Multi-Stakeholder Recommender Systems for Diversity and Coverage
Iordanis Koutsopoulos, Maria Halkidi
BIOMED
BIOMEDICALChair: Prof. Ilias Maglogiannis
Nitsa Herzog, George Magoulas
15:45-16:00 - Liver cancer trait detection and classification through Machine Learning on smart mobile devices
Olympia Giannou, Anastasios Giannou, Dimitra Zazara, Dörte Kleinschmidt, Tobias Mummert, Björn Ole Stüben, Michael Gerhard Kaul, Gerhard Adam, Samuel Huber, Georgios Pavlidis
16:00-16:15 - Deep learning topology-preserving EEG-based images for autism detection in infants
Cosmin Stamate, George Magoulas, Michael Thomas
16:15-16:30 - Using WOA with Feed Forward Neural Network in Prediction of Subcutaneous Glucose Concentration for Type-l Diabetic Patients
Fayrouz Allam
AUTOML-AUTOAG
AUTONOMOUS MACHINE LEARNING-AUTONOMOUS AGENTSChair: Dr. Georgios Drakopoulos
Rebekka Olsson Omslandseter, Lei Jiao, John Oommen
15:45-16:00 - An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption
António João Silva, Paulo Cortez
16:00-16:15 - An Ontology-Based Concept for Meta AutoML
Bernhard Humm, Alexander Zender
16:15-16:30 - Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation during COVID-19
Dimitrios Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras
16:30-16:45 - Evaluating Task-General Resilience Mechanisms in a Multi-Robot Team Task
James Staley, Matthias Scheutz
ML-REC-SENT
MACHINE LEARNING-RECOMMENDATION SYS-SENTIMENT ANALYSISChair: Assoc. Prof. Phivos Mylonas
Arijit Nandi, Fatos Xhafa, Laia Subirats, Santi Fort
17:00-17:15 - A Multi-Modal Audience Analysis System for Predicting Popularity of Online Videos
Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras
17:15-17:30 - Do Weibo platform experts perform better on predicting stock market?
Ziyuan Ma, Conor Ryan, Jim Buckley, Muslim Chochlov
DARE
Distributed AI for Resource-Constrained PlatformsChairs: Dr. Anna Hristoskova & Dr. Nicolás González-Deleito
Kevin Van Vaerenbergh, Tom Tourwe
12:00-12:15 - PFilter: Privacy-aware and secure data filtering at the edge for distributed edge analytics
Annanda Rath, Anna Hristoskova, Sarah Klein
12:15-12:30 - 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
12:30-12:45 - Towards a Distributed Learning Architecture for Securing ISP Home Customers
Pedro Santos, Joana C Sousa, Ricardo Morla, Nuno Martins, João Tagaio, João Serra, Carlos Silva, Mário Sousa, Pedro Souto, Luís Lino Ferreira, João Ferreira, Luis Almeida
12:45-13:00 - A first sensitivity study of multi-object multi-camera tracking performance
Miguel Ramos, Carlos Pereira, Luis Almeida
nIoVeDesigning a Novel Adaptive Cybersecurity Solution for Internet-of-VehicleChair: Dr. Konstantinos Votis
• Discussion and Q&A during session
Open access roomNo registration is necessary
The 1st Workshop on Defense Applications of AICo-Organized together with the European Defense AgencyChair: Dr. Panagiotis Kikiras & Gabriele Maletta
• Discussion and Q&A during session
Open access roomNo registration is necessary
DAREDistributed AI for Resource-Constrained PlatformsChairs: Dr. Anna Hristoskova & Dr. Barış Bulut
13:15-13:20 - Introduction & Welcome message by the Organizers 13:20-13:35 - Emiliano Casalicchio, BTH – BLEKINGE TEKNISKA HÖGSKOLA, Sweeden An Energy-aware Multi-Criteria Federated Learning Model for Edge Computing 13:40-13:55 - Müjdat Soytürk, Marmara University, Turkey Edge Computing and V2X: the new ecosystem on the Cloud and the network architecture 14:00-14:15 - Thomas De Moor, Sentigrate, Belgium Intelligence trade-off: edge vs cloud 14:15-14:30 - Emre Kaplan, AVL, Turkey Personalized Gear Shifting Architecture for Next Generation Automatic Transmission
• Discussion and Q&A during session
Open access roomNo registration is necessary
5G-PINE I
5G – Putting Intelligence to the Network EdgeChair: Dr. Ioannis Chochliouros
Ioannis Chochliouros, Anastasia Spiliopoulou, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Slawomir Kuklinski, Lechoslaw Tomaszewski, Dimitrios Arvanitozisis, Alexandros Kostopoulos
15:45-16:00 - Machine Learning-Based, Networking and Computing Infrastructure Resource Management
Alexandros Kostopoulos, Ioannis Chochliouros, Miquel Payaro, Christos Verikoukis, Sabrina De Capitani di Vimercati
16:00-16:15 - 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
16:15-16:30 - 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, Maria-Evgenia Xezonaki, Dimitrios Kritharidis, Alexandros Dalkalitsis, Manfred Taferner, Martin Piovarci
16:30-16:45 - TYPHON: Hybrid Data Lakes for Real-time Big Data Analytics – An Evaluation Framework in the Telecom Industry
Antonis Misargopoulos, George Papavassiliou, Christos Antonios Gizelis, Filippos Nikolopoulos-Gkamatsis
The 1st Workshop on Defense Applications of AICo-Organized together with the European Defense AgencyChair: Dr. Panagiotis Kikiras & Gabriele Maletta
• Discussion and Q&A during session
Open access roomNo registration is necessary
5G-PINE II
5G – Putting Intelligence to the Network Edge IIChair: Dr. Ioannis Chochliouros
Eleni Theodoropoulou, Ioanna Mesogiti, Foteini Setaki, Konstantinos Filis, George Lyberopoulos, Agapi Mesodiakaki, Marios Gatzianas, Christos Vagionas, George Kalfas, Mauro Agus, Annachiara Pagano
17:00-17:15 - Advanced first responders' services by using FASTER project Architectural Solution
Christina Lessi, Ioannis Chochliouros, Panagiotis Trakadas, Panagiotis Karkazis
17:15-17:30 - 5G-VICTORI: Optimizing Media Streaming in Mobile Environments using mmWave, NBMP and 5G Edge Computing
Louay Bassbouss, Mehdi Ben Fadhel, Anita Chen, Stefan Pham, Stephan Steglich, Eric Troudt, Marc Emmelmann, Jesús Gutiérrez, Nebojsa Maletic, Eckhard Grass, Stefan Schinkel, Annette Wilson, Sven Glaser, Christian Schlehuber
17:30-17:45 - High mobility 5G services for vertical industries - network operator's view
Lechosław Tomaszewski, Ioannis Chochliouros, Robert Kołakowski, Sławomir Kukliński, Michail-Alexandros Kourtis
AI-BIO
Artificial Intelligence in Biomedical Engineering and InformaticsChair: Prof. Ilias Maglogiannis
Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis
17:00-17:15 - An inception-based architecture for haemodialysis time series classification
Giorgio Leonardi, Stefania Montani, Manuel Striani
17:15-17:30 - Analyzing Collective Knowledge towards Public Health Policy Making
Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis
17:30-17:45 - Evaluating mental patients utilizing video analysis of facial expressions
M Tziomaka, Athanasios Kallipolitis, P Tsanakas, Ilias Maglogiannis
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Plenary - Session 1Keynote Speech by Professor Nikola KasabovBrain-Inspired Data Analytics for Incremental and Transfer Learning of Cognitive Spatio-Temporal Data and for Knowledge Transfer10:30 - 11:45
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AIETH 2021 - Session 7Workshop SessionThe 1st Workshop on AI and Ethics13:15 - 14:30
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FPGA - Session 10Tutorial Session by Professor Yannis PapaefstathiouUtilizing Field Programmable Gate Arrays (FPGA) for AI acceleration without noticing it!15:30 - 17:00
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Plenary 2 - Session 18Keynote Speech by Jose Principe17:45 - 18:45
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EANN 2021 - Session 2DL-CON IDEEP LEARNING CONVOLUTIONAL I11:45 - 13:00
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AIAI 2021 - Session 3DL-CON IIDEEP LEARNING CONVOLUTIONAL II11:45 - 13:00
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AIAI 2021 - Session 8REC_SENT_IMPRecommendation Systems-Sentiment Analysis-AI Impacts13:15 - 14:30
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EANN 2021 - Session 11BIOMEDBIOMEDICAL15:30 - 16:30
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AIAI 2021 - Session 12AUTOML-AUTOAGAUTONOMOUS MACHINE LEARNING-AUTONOMOUS AGENTS15:30 - 16:45
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EANN 2021 - Session 15ML-REC-SENTMACHINE LEARNING-RECOMMENDATION SYS-SENTIMENT ANALYSIS16:45 - 17:30
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DARE - Session 4DAREDistributed AI for Resource-Constrained Platforms11:45 - 13:00
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nIoVe - Session 5Open access Special Session - Discussion ForumDesigning a Novel Adaptive Cybersecurity Solution for Internet-of-Vehicle11:45 - 13:45
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DAAI - Session 6Open access Special Session – Discussion Forum
Defense Applications of AI
Co-Organized together with European Defense Agency11:45 - 13:45 -
DARE - Session 9Open access Special Session - Discussion ForumDistributed AI for Resource-Constrained Platforms13:15 - 14:30
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5G - Session 135G-PINE I5G – Putting Intelligence to the Network Edge15:30 - 16:45
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DAAI - Session 14Open access Special Session – Discussion Forum
Defense Applications of AI
Co-Organized together with European Defense Agency15:30 - 17:45 -
5G - Session 165G-PINE II5G – Putting Intelligence to the Network Edge II16:45 - 17:45
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AI-BIO - Session 17AI-BIOArtificial Intelligence in Biomedical Engineering and Informatics16:45 - 17:45
Saturday 26th of June
Chair: Prof. Ilias Maglogiannis
Anomaly Detection in Images
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. Lazaros Iliadis
“Is “Big Tech” Becoming the “Big Tobacco” of Artificial Intelligence?”
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. Ilias Maglogiannis
Human-Centered Computer Vision: Core Components and Applications
• Discussion and Q&A during session
Open access roomNo registration is necessary
DEE-BLKCH-SEG
DEEP LEARNING-BLOCKCHAIN-SMART ENERGY GRIDSChair: Dr. Konstantinos Demertzis
Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas
10:45-11:00 - Addressing Computer Vision Challenges using an Active Learning Framework
Christina Tzogka, Ioannis Refanidis
11:00-11:15 - Search Problems in Contemporary Power Girds
Theofanis Aravanis, Andreas Petratos, Georgia Douklia, Efpraxia Plati
11:15-11:30 - Incentivizing Participation to Distributed Neural Network Training
Spyridon Nikolaidis, Ioannis Refanidis
11:30-11:45 - Blockchained Αdaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria Koziri, Panagiotis Kikiras
ML-HYB
MACHINE LEARNING/ HYBRID SYSTEMSChairs: Assoc. Prof. Christos Tjortjis
Athanasios Tsadiras, Georgios Theodoridis
10:45-11:00 - Predicting CO2 Emissions for Buildings Using Regression and Classification
Alexia Avramidou, Christos Tjortjis
11:00-11:15 - Intelligent Techniques and Hybrid Systems Experiments Using the Acumen Modeling and Simulation Environment
Sotirios Tzamaras, Stavros Adam, Walid Taha
11:15-11:30 - Classification of Point Clouds with Neural Networks and Continuum-Type Memories
Stefan Reitmann, Elena Kudryashova, Bernhard Jung, Volker Reitmann
11:30-11:45 - An automated tool to support an intelligence learner management system using Learning Analytics and Machine Learning
Shareeful Islam, Hasan Mahmud, Haralambos Mouratidis
AD-DTM
ADAPTIVE-DATA MININGChair: Dr. Ioannis Livieris
Iakovos Michailidis, Athanasios Kapoutsis, Elias Kosmatopoulos, Yannis Boutalis
10:45-11:00 - Self-organizing maps for optimized robotic trajectory planning applied to surface coating
Maria Tzinava, Konstantinos Delibasis, Spyros Kamnis
11:00-11:15 - Regression Predictive Model to analyze Big Data Analytics in Supply Chain Management
Elena Puica
11:15-11:30 - ‘If Only I Would Have Done That...’: A Controlled Adaptive Network Model for Learning by Counterfactual Thinking
Raj Bhalwankar, Jan Treur
11:30-11:45 - A Multi-View Clustering Approach for Analysis of Streaming Data
Vishnu Manasa Devagiri, Veselka Boeva, Shahrooz Abghari
DEE_CON
DEEP-CONVOLUTIONALChair: Prof. Ioannis Refanidis
Leon Bobrowski, Tomasz Łukaszuk
12:15-12:30 - Data Fusion for Deep Learning on Transport Mode Detection: A Case Study
Hugues Moreau, Andrea Vassilev, Liming Chen
12:30-12:45 - Toward an augmented and explainable machine learning approach for classification of defective nanomaterial patches
Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito
12:45-13:00 - Using Artificial Neural Network to Provide Realistic Lifting Capacity in the Mobile Crane Simulation
Simon Roysson, Taufik Akbar Sitompul, Rikard Lindell
NAT_LA
NATURAL LANGUAGEChair: Prof. Elias Pimenidis
Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis
12:15-12:30 - Machine Learning Meets Natural Language Processing - The story so far
Nikolaos-Ioannis Galanis, Panagiotis Vafiadis, Kostas-Gkouram Mirzaev, George Papakostas
12:30-12:45 - Robust Pose Estimation Based on Maximum Correntropy Criterion
Qian Zhang, Badong Chen
12:45-13:00 - CEA-TM: A Customer Experience Analysis framework based on Contextual-aware Topic Modeling approach
Ariona Shashaj, Davide Stirparo, Mohammad Kazemi
13:00-13:15 - SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies
George Manias, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis
ML-IoT
MACHINE LEARNING - INTERNET OF THINGSChair: Asst. Prof. Athanasios Tsadiras
Gesina Schwalbe
12:15-12:30 - A Comparative Study of Embedded Feature Selection Methods on Microarray data
Hind Hamla, Khadoudja Ghanem
12:30-12:45 - BEMS in the Era of Internet of Energy: A Review
Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimitrios Tzovaras
12:45-13:00 - Cyber Supply Chain Threat Analysis and Prediction using Machine Learning and Ontology
Shareeful Islam, Abel Yeboah-Ofori, Umar Ismail, Haralambos Mouratidis, Spyridon Papastergiou
13:00-13:15 - ”SAVE” – an Integrated Approach of Personal and Home Safety for Active Assisted Living
Sorin-Aurel Moraru, Adrian Alexandru Mosoi, Dominic Mircea Kristaly, Florin Sandu, Dan Floroian, Delia Elisabeta Ungureanu, Liviu Marian Perniu
DEE-CLA-FZ
DEEP LEARNING-CLASSIFICATION-FUZZYChair: Assoc. Prof. Dimitrios Kosmopoulos
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Johan Zwiegelaar
16:45-17:00 - A Fuzzy Approach to Identity Resolution
Asif Nawaz, Hassan Kazemian
17:00-17:15 - Anomaly Detection by Robust Feature Reconstruction
Ron Triepels
17:15-17:30 - Squeeze-and-Threshold based quantization for Low-Precision Neural Networks
Binyi Wu, Bernd Waschneck, Christian Mayr
17:30-17:45 - Efficient Realistic Data Generation Framework leveraging Deep Learning-based Human Digitization
Charalampos Symeonidis, Paraskevi Nousi, Pavlos Tosidis, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas, Nikos Nikolaidis
DL-BLC
DEEP LEARNING – BLOCKCHAINChairs: Assoc. Prof. Vangelis Metsis
Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis Vlahavas
16:45-17:00 - ebioMelDB: Multi-modal database for melanoma and its application on estimating patient prognosis
Aigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos
17:00-17:15 - Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria Koziri, Panagiotis Kikiras, Michael Tonkin
17:15-17:30 - Learning Sentiment-aware Trading Strategies for Bitcoin leveraging Deep Learning-based Financial News Analysis
Nikolaos Passalis, Solon Seficha, Avraam Tsantekidis, Anastasios Tefas
17:30-17:45 - Analysis and Prediction for House Sales Price Using a Hybrid Machine Learning Approach
S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu
The 1st Workshop on Defense Applications of AICo-Organized together with the European Defense AgencyChair: Dr. Giorgos Dimitriou
EDA Action plan presentation
• Discussion and Q&A during session
Open access roomNo registration is necessary
The 1st Workshop on Defense Applications of AICo-Organized together with the European Defense AgencyChair: Dr. Giorgos Dimitriou
• Discussion and Q&A during session
Open access roomNo registration is necessary
MHDW_I
Mining Humanistic Data Workshop IChair: Asst. Prof. Andreas Kanavos
Agisilaos Kounelis, Pantelis Vikatos, Christos Makris
12:15-12:30 - Privacy-Preserving Text Labelling Through Crowdsourcing
Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek Mcauley
12:30-12:45 - Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios Tsakalidis
12:45-13:00 - Visitor behavior analysis for an ancient Greek technology exhibition
Dimitrios Kosmopoulos, Kali Tzortzi
13:00-13:15 - Recognition of epidemic cases in social web texts
Apostolos Antonakakis, Eleftherios Alexiou, Nemanja Jevtic, Georgios Sideras, Eftichia Farmaki, Sofronia Foutsitzi, Katia Lida Kermanidis
The 1st Workshop on Defense Applications of AICo-Organized together with the European Defense AgencyChair: Dr. Giorgos Dimitriou
• Discussion and Q&A during session
Open access roomNo registration is necessary
EEAI
Energy Efficiency and Artificial IntelligenceChairs: Dr. Stelios Krinidis, Dr. Dimitrios Tzovaras, Prof. Jasminko Novak
Konstantina Zachila, Konstantinos Kotis, Asimina Dimara, Stamatia Ladikou, Christos-Nikolaos Anagnostopoulos
16:45-17:00 - Short Term Net Imbalance Volume Forecasting through Machine and Deep Learning: A UK case study
Elpiniki Makri, John Koskinas, Apostolos Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras
17:00-17:15 - Explainable needn’t be (much) less accurate: evaluating an explainable AI dashboard for energy forecasting
Ana Grimaldo, Jasminko Novak
17:15-17:30 - 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
17:30-17:45 - 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
DAAI
Defense Applications of AIChair: Fabrizio Berizzi & Prof. Lazaros Iliadis
George Lazaridis, Kostas Papachristou, Anastasios Drosou, Dimosthenis Ioannidis, Periklis Chatzimisios, Dimitrios Tzovaras
16:45-17:00 - A Multimodal AI-leveraged Counter-UAV Framework for Diverse Environments
Eleni Diamantidou, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras
17:00-17:15 - Cyber attack detection and trust management toolkit for defence-related microgrids
Charalampos - Rafail Medentzidis, Thanasis Kotsiopoulos, Vasileios Vellikis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Panagiotis Sarigiannidis
17:15-17:30 - A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks
Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis
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ANDIM - Session 24ANDIMAnomaly Detection in Images12:00 - 13:30
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Plenary 3 - Session 30Keynote Speech by John Macintyre“Is “Big Tech” Becoming the “Big Tobacco” of Artificial Intelligence?”13:30 - 14:30
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Plenary 4 - Session 31Keynote Speech by Antonis ArgyrosHuman-Centered Computer Vision: Core Components and Applications15:30 - 16:30
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EANN 2021 - Session 19DEE-BLKCH-SEGDEEP LEARNING-BLOCKCHAIN-SMART ENERGY GRIDS10:30 - 11:45
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AIAI 2021 - Session 20ML-HYBMACHINE LEARNING/ HYBRID SYSTEMS10:30 - 11:45
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AIAI 2021 - Session 21AD-DTMADAPTIVE-DATA MINING10:30 - 11:45
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EANN 2021 - Sessions 25DEE_CONDEEP-CONVOLUTIONAL12:00 - 13:00
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AIAI 2021 - Session 26NAT_LANATURAL LANGUAGE12:00 - 13:15
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AIAI 2021 - Session 27ML-IoTCMACHINE LEARNING - INTERNET OF THINGS12:00 - 13:15
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EANN 2021 - Session 32DEE-CLA-FZDEEP LEARNING-CLASSIFICATION-FUZZY16:30 - 17:45
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AIAI 2021 - Session 33DL-BLCDEEP LEARNING – BLOCKCHAIN16:30 - 17:45
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DAAI - Session 22Open access Special Session – Discussion Forum10:30 - 11:15
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DAAI - Session 23Open access Special Session – Discussion Forum11:15 - 12:00
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MHDW - Session 28MHDW_IMining Humanistic Data Workshop I12:00 - 13:15
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DAAI - Session 29Open access Special Session – Discussion Forum12:00 - 13:30
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EEAI - Session 34EEAIEnergy Efficiency and Artificial Intelligence16:30 - 17:45
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DAAI - Session 35DAAIDefense Applications of AI16:30 - 17:30
Sunday 27th of June
Chair: Prof. Ilias Maglogiannis
How can Artificial Intelligence efficiently support Sustainable Development?
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. Eunika Mercier-Laurent
Deep learning and Kernel Machines
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. Johan Suykens
Unveiling Recurrent Neural Networks – What Do They Actually Learn and How?
• Discussion and Q&A during session
Open access roomNo registration is necessary
Chair: Prof. Ilias Maglogiannis
Modern methods and tools for human biosignal analysis
• Discussion and Q&A during session
Open access roomNo registration is necessary
DEE – ADV-FUZZY
DEEP LEARNING - ADVERSARIAL-FUZZChair: Prof. Hassan Kazemian
Essa Q. Shahra, Wenyan Wu, Shadi Basurra, Stamatia Rizou
11:45-12:00 - Face Spoof Detection: An Experimental Framework
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston
12:00-12:15 - Automatic Facial Expression Neutralisation Using Generative Adversarial Network
Wiem Grina, Ali Douik
12:15-12:30 - Early prediction of COVID-19 onset by fuzzy-neuro inference
Mario Malcangi
12:30-12:45 - Creating Ensembles of Generative Adversarial Network Discriminators for One-class Classification
Mihai Ermaliuc, Daniel Stamate, George Magoulas, Ida Pu
ML-BIC
MACHINE (DEEP) LEARNING-BRAIN INSPIRED COMPUTINGChair: Dr. Will Serrano
Gordon Haylett, Zahra Jadidi, Kien Nguyen Thanh
11:45-12:00 - PQ-HDC: Projection-based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing
Chi-Tse Huang, Cheng-Yang Chang, YUCHUAN CHUANG, An-Yeu Wu
12:00-12:15 - Scalable NPairLoss-based Deep-ECG for ECG Verification
Yu-Shan Tai, Yi-Ta Chen, An-Yeu Wu
12:15-12:30 - Hyperdimensional Computing with Learnable Projection for User Adaptation Framework
Yu-Ren Hsiao, YUCHUAN CHUANG, Cheng-Yang Chang, An-Yeu (Andy) Wu
12:30-12:45 - An Approach Utilizing Linguistic Features for Fake News Detection
Dimitrios Panagiotis Kasseropoulos, Christos Tjortjis
DL-CON III
DEEP LEARNING CONVOLUTIONAL IIIChair: Assoc. Prof. Christos Makris
Emmanuel Pintelas, Ioannis Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis Pintelas
11:45-12:00 - A Computational Model for the Second-Order Adaptive Causal Relationships between Anxiety, Stress and Physical Exercise
Lars Rass, Jan Treur
12:00-12:15 - Improving the flexibility of production scheduling in flat steel production through standard and AI-based approaches: challenges and perspectives
Vincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquin Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm
12:15-12:30 - Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise
Pretom Kumar Saha, Doina Logofatu
DEE-FUZZ
DEEP LEARNING-FUZZYChair: Assoc. Prof. Christos Makris
Mahdi Abid, Grégoire Lefebvre
14:15-14:30 - Drilling Operations Classification Utilizing Data Fusion and Machine Learning Techniques
Marzieh Zare, Jussi-Pekka Lehtinen, Hesam Jafarian, Ari Visa, Liisa Aha
14:30-14:45 - Impact of Classifiers to Drift Detection Method: A comparison
Angelos Angelopoulos, Anastasios Giannopoulos, Nikolaos Kapsalis, Sotirios Spantideas, Lambros Sarakis, Stamatis Voliotis, Panagiotis Trakadas
14:45-15:00 - Recommender systems algorithm selection using machine learning
Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis
15:00-15:15 - A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities
Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
DEE-FZ
DEEP LEARNING-FuzzyChair: Prof. Kostas Delibasis
Petr Hajek, Vladimir Olej, Wojciech Froelich, Josef Novotny
14:15-14:30 - Artificial Intelligence in Music Composition
Mincer Alaeddine, Anthony Tannoury
14:30-14:45 - An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering
Nikola Zubić, Pietro Liò
14:45-15:00 - Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems
Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess
15:00-15:15 - Event-Detection Deep Neural Network for OTDR Trace Analysis **
Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti
**ΕΑΝΝ 2021 Paper
DTM-ML
DATA MINING-MACHINE LEARNINGChair: Asst. Prof. Sotiris Kotsiantis
Gloria Gheno
14:15-14:30 - Topic identification via human interpretation of word clouds: The case of Instagram hashtags
Stamatios Giannoulakis, NICOLAS TSAPATSOULIS
14:30-14:45 - The Generative Adversarial Random Neural Network
Will Serrano
14:45-15:00 - Validation and Verification for Data Marketplaces
Will Serrano
ML-SENT
MACHINE LEARNING-SENTIMENT ANALYSISChair: Prof. Elias Pimenidis
George Apostolopoulos, Athanasios Koutras, Dionysios Anyfantis, Ioanna Christoyianni, Evangelos Dermatas
18:00-18:15 - Contaminated Soil Detection: A proposal using Machine Learning with Hyperspectral imaging
Fernando Oliveira Duarte, Levi de Resende Filho, Hector Azpurua, Andre Almeida Santos, Jefferson Souza, Gustavo Pessin, Rosa Correa Pabon
18:15-18:30 - Predicting Stock Price Movement using Financial News Sentiment
Jiaying Gong, Bradley Paye, Gregory Kadlec, Hoda Eldardiry
18:30-18:45 - Inverse Kinematics via a Network Ensemble and Learning Method
Joshua Ramayrat, Teng-Sheng Moh
ML-DL
MACHINE-DEEP LEARNINGChairs: Prof. Doina Logofatou
Jiří Martínek, Christophe Cerisara, Pavel Kral, Ladislav Lenc
18:00-18:15 - Collaborative Edge-Cloud Computing for Personalized Fall Detection
Anne Ngu, Shaun Coyne, Priyanka Srinivas, Vangelis Metsis
18:15-18:30 - A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data
Gentry Atkinson, Vangelis Metsis
18:30-18:45 - Deep Learning and AI for Optimization in 5G Technology
Mahnaz Olfati, Kiran Parmar
MHDW_II
Mining Humanistic Data Workshop IIChair: Assoc. Prof. Katia Lida Kermanidis
Lakshmi Babu Saheer, Mohamed Shahawy
11:45-12:00 - Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
12:00-12:15 - Active Bagging Ensemble Selection
Vangjel Kazllarof, Sotiris Kotsiantis
12:15-12:30 - Applying Machine Learning to Predict Whether Learners will Start a MOOC after Initial Registration
Theodor Panagiotakopoulos, Sotiris Kotsiantis, Spiros Borotis, Fotis Lazarinis, Achilles Kameas
5G-PINE III
5G – Putting Intelligence to the Network Edge IIIChair: Dr. Ioannis Chochliouros
Ioannis Chochliouros, Slawomir Kuklinski, Lechoslaw Tomaszewski, Christos Verikoukis, Anastasia Spiliopoulou, Alexandros Kostopoulos, Robert Kołakowski
17:30-17:45 - The Challenge of Security Breaches in the Era of 5G Networking
Maria Belesioti, Jorge Carapinha, Rodoula Makri, Ioannis Chochliouros
17:45-18:00 - Power Control in 5G Heterogeneous Cells considering User Demands using Deep Reinforcement Learning
Anastasios Giannopoulos, Sotirios Spantideas, Christos Tsinos, Panagiotis Trakadas
18:00-18:15 - A prototype 5G/IoT implementation for transforming a legacy facility to a Smart Factory
Panagiotis Papaioannou, Nikolaos Tzanis, Christos Tranoris, Spyros Denazis, Alexios Birbas
EEAI - SIT4EnergySmart IT for Energy Efficiency and Integrated Demand ManagementChairs: Dr. Stelios Krinidis, Dr. Apostolos Tsolakis & Prof. Jasminko Novak
Open access roomNo registration is necessary
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Plenary 5 - Session 36Keynote Speech by Eunika Mercier-Laurent”How can Artificial Intelligence efficiently support Sustainable Development?”10:30 - 11:30
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Plenary 6 - Session 41Keynote Speech by Prof. Dr.ir. Johan SuykensDeep learning and Kernel Machines13:00 - 14:00
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Plenary 7 - Session 45Keynote Speech by Prof. Peter TinoUnveiling Recurrent Neural Networks – What Do They Actually Learn and How?16:15 - 17:15
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MM_HUB - Session 46Modern methods and tools for human biosignal analysis17:15 - 18:45
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EANN 2021 - Session 37DEE – ADVDEEP LEARNING CONVOLUTIONAL II11:30 - 12:45
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AIAI 2021 - Session 38ML-BICMACHINE (DEEP) LEARNING-BRAIN INSPIRED COMPUTING UTING11:30 - 12:45
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AIAI 2021 - Session 39DL-CON IIIDEEP LEARNING CONVOLUTIONAL_III11:30 - 12:30
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EANN 2021 - Sessions 42DEE-FUZZDEEP LEARNING-FUZZY14:00 - 15:15
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AIAI 2021 - Session 43DEE-FZDEEP LEARNING-Fuzzy14:00 - 15:15
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AIAI 2021 - Session 44DTM-MLDATA MINING-MACHINE LEARNING14:00 - 15:00
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EANN 2021 - Session 48ML-SENTMACHINE LEARNING-SENTIMENT ANALYSIS17:45 - 18:45
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AIAI 2021 - Session 49ML-DLMACHINE-DEEP LEARNING17:45 - 18:45