|
‘If Only I Would Have Done That…’: A Controlled Adaptive Network Model for Learning by Counterfactual Thinking |
|
Raj Bhalwankar, Jan Treur |
|
Presenter: Raj Bhalwankar |
Session: 21 |
|
|
”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 |
|
Presenter: Sorin-Aurel Moraru |
Session: 27 |
|
|
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 |
|
Presenter: Ioannis Chochliouros |
Session: 13 |
|
|
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 |
|
Presenter: Ioanna Mesogiti |
Session: 13 |
|
|
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 |
|
Presenter: Louay Bassbouss |
Session: 16 |
|
|
A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction |
|
Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis |
|
Presenter: Nikolaos Giarelis |
Session: 26 |
|
|
A Comparative Study of Deep Learning Techniques for Financial Indices Prediction |
|
Argyrios Ketsetsis, Konstantinos Giannoutakis, Georgios Spanos, Nikolaos Samaras, Dimitrios Hristu-Varsakelis, Dimitrios Thomas, Dimitrios Tzovaras |
|
Presenter: Argyrios Ketsetsis |
Session: 3 |
|
|
A Comparative Study of Embedded Feature Selection Methods on Microarray data |
|
Hind Hamla, Khadoudja Ghanem |
|
Presenter: Hind Hamla |
Session: 27 |
|
|
A Computational Model for the Second-Order Adaptive Causal Relationships between Anxiety, Stress and Physical Exercise |
|
Lars Rass, Jan Treur |
|
Presenter: Lars Rass |
Session: 39 |
|
|
A first sensitivity study of multi-object multi-camera tracking performance |
|
Miguel Ramos, Carlos Pereira, Luis Almeida |
|
Presenter: Luis Almeida |
Session: 4 |
|
|
A Fuzzy Approach to Identity Resolution |
|
Asif Nawaz, Prof H Kazemian |
|
Presenter: Asif Nawaz |
Session: 32 |
|
|
A Hybrid Deep Learning Ensemble for Cyber Intrusion Detection |
|
Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas |
|
Presenter: Anastasios Panagiotis Psathas |
Session: 19 |
|
|
A Lipschitz – Shapley Explainable Defense Methodology Against Adversarial Attacks |
|
Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis |
|
Presenter: Konstantinos Demertzis |
Session: 35 |
|
|
A Machine Learning Approach for Recognition of Elders’ Activities using Passive Sensors |
|
Anastasios Panagiotis Psathas, Antonios Papaleonidas, Lazaros Iliadis |
|
Presenter: Anastasios Panagiotis Psathas |
Session: 17 |
|
|
A Multimodal AI-leveraged Counter-UAV Framework for Diverse Environments |
|
Eleni Diamantidou, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras |
|
Presenter: Eleni Diamantidou |
Session: 35 |
|
|
A Multi-Modal Audience Analysis System for Predicting Popularity of Online Videos |
|
Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras |
|
Presenter: Alexandros Vrochidis |
Session: 15 |
|
|
A Multi-View Clustering Approach for Analysis of Streaming Data |
|
Vishnu Manasa Devagiri, Veselka Boeva, Shahrooz Abghari |
|
Presenter: Vishnu Manasa Devagiri |
Session: 21 |
|
|
A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond |
|
Ioannis Chochliouros, Slawomir Kuklinski, Lechoslaw Tomaszewski, Christos Verikoukis, Anastasia Spiliopoulou, Alexandros Kostopoulos, Robert Kołakowski |
|
Presenter: Ioannis Chochliouros |
Session: 47 |
|
|
A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities |
|
Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas |
|
Presenter: Evaggelos Spyrou |
Session: 42 |
|
|
A prototype 5G/IoT implementation for transforming a legacy facility to a Smart Factory. |
|
Panagiotis Papaioannou, Nikolaos Tzanis, Christos Tranoris, Spyros Denazis, Alexios Birbas |
|
Presenter: Panagiotis Papaioannou |
Session: 47 |
|
|
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 |
|
Presenter: Valia Dimaridou |
Session: 34 |
|
|
A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data |
|
Gentry Atkinson, Vangelis Metsis |
|
Presenter: Gentry Atkinson |
Session: 49 |
|
|
A two-step optimised BERT-based NLP algorithm for extracting sentiment from financial news |
|
Rapheal Olaniyan, Daniel Stamate, Ida Pu |
|
Presenter: Rapheal Olaniyan |
Session: 8 |
|
|
Active Bagging Ensemble Selection |
|
Vangjel Kazllarof, Sotiris Kotsiantis |
|
Presenter: Vangjel Kazllarof |
Session: 40 |
|
|
Addressing Computer Vision Challenges using an Active Learning Framework |
|
Christina Tzogka, Ioannis Refanidis |
|
Presenter: Christina Tzogka |
Session: 19 |
|
|
Advanced first responders’ services by using FASTER project Architectural Solution |
|
Christina Lessi, Ioannis Chochliouros, Panagiotis Trakadas, Panagiotis Karkazis |
|
Presenter: Christina Lessi |
Session: 16 |
|
|
An Approach Utilizing Linguistic Features for Fake News Detection |
|
Dimitrios Panagiotis Kasseropoulos, Christos Tjortjis |
|
Presenter: Dimitrios Panagiotis Kasseropoulos |
Session: 38 |
|
|
An Artificial Intelligence System for Endotracheal Intubation Confirmation |
|
Dror Lederman |
|
Presenter: Dror Lederman |
Session: 2 |
|
|
An autoencoder convolutional neural network framework for Sarcopenia detection based on multi-frame ultrasound image slices |
|
Emmanuel Pintelas, Ioannis Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis Pintelas |
|
Presenter: Emmanuel Pintelas |
Session: 39 |
|
|
An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption |
|
António João Silva, Paulo Cortez |
|
Presenter: Paulo Cortez |
Session: 12 |
|
|
An automated tool to support an intelligence learner management system using Learning Analytics and Machine Learning |
|
Shareeful Islam, Hasan Mahmud, Haralambos Mouratidis |
|
Presenter: Shareeful Islam |
Session: 20 |
|
|
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering |
|
Nikola Zubić, Pietro Liò |
|
Presenter: Nikola Zubić |
Session: 43 |
|
|
An inception-based architecture for haemodialysis time series classification |
|
Giorgio Leonardi, Stefania Montani, Manuel Striani |
|
Presenter: Manuel Striani |
Session: 17 |
|
|
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 |
|
Presenter: Anna Hristoskova |
Session: 4 |
|
|
An Ontology-Based Concept for Meta AutoML |
|
Bernhard Humm, Alexander Zender |
|
Presenter: Alexander Zender |
Session: 12 |
|
|
Analysis and Prediction for House Sales Price Using a Hybrid Machine Learning Approach |
|
S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu |
|
Presenter: Jyoti Rawat |
Session: 33 |
|
|
Analyzing Collective Knowledge towards Public Health Policy Making |
|
Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis |
|
Presenter: Nikolaos Zafeiropoulos |
Session: 17 |
|
|
Anomaly Detection by Robust Feature Reconstruction |
|
Ron Triepels |
|
Presenter: Ron Triepels |
Session: 32 |
|
|
Applying Machine Learning to Predict Whether Learners will Start a MOOC after Initial Registration |
|
Theodor Panagiotakopoulos, Sotiris Kotsiantis, Spiros Borotis, Fotis Lazarinis, Achilles Kameas |
|
Presenter: Theodor Panagiotakopoulos |
Session: 40 |
|
|
Artificial Intelligence in Music Composition |
|
Mincer Alaeddine, Anthony Tannoury |
|
Presenter: Mincer Alaeddine |
Session: 43 |
|
|
Automatic Classification of XCT Images in Manufacturing |
|
Bertram Sabrowsky-Hirsch, Roxana-Maria Holom, Christian Gusenbauer, Michael Reiter, Florian Reiterer, Ricardo Fernández Gutiérrez, Josef Scharinger |
|
Presenter: Bertram Sabrowsky-Hirsch |
Session: 3 |
|
|
Automatic Facial Expression Neutralisation Using Generative Adversarial Network |
|
Wiem Grina, Ali Douik |
|
Presenter: Wiem Grina |
Session: 37 |
|
|
BEMS in the Era of Internet of Energy: A Review |
|
Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimitrios Tzovaras |
|
Presenter: Asimina Dimara |
Session: 27 |
|
|
BIBLIOBICLUSTER: A bicluster algorithm for Bibliometrics |
|
Gloria Gheno |
|
Presenter: Gloria Gheno |
Session: 44 |
|
|
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 |
|
Presenter: Konstantinos Demertzis |
Session: 19 |
|
|
CEA-TM: A Customer Experience Analysis framework based on Contextual-aware Topic Modeling approach |
|
Ariona Shashaj, Davide Stirparo, Mohammad Kazemi |
|
Presenter: Mohammad Kazemi |
Session: 26 |
|
|
Classification of Point Clouds with Neural Networks and Continuum-Type Memories |
|
Stefan Reitmann, Elena Kudryashova, Bernhard Jung, Volker Reitmann |
|
Presenter: Stefan Reitmann |
Session: 20 |
|
|
Collaborative Edge-Cloud Computing for Personalized Fall Detection |
|
Anne Ngu, Shaun Coyne, Priyanka Srinivas, Vangelis Metsis |
|
Presenter: Vangelis Metsis |
Session: 49 |
|
|
Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks |
|
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas |
|
Presenter: Maria Trigka |
Session: 40 |
|
|
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 |
|
Presenter: Fernando Henrique Oliveira Duarte |
Session: 48 |
|
|
Creating Ensembles of Generative Adversarial Network Discriminators for One-class Classification |
|
Mihai Ermaliuc, Daniel Stamate, George Magoulas, Ida Pu |
|
Presenter: Mihai Ermaliuc |
Session: 37 |
|
|
Cross-lingual Approaches for Task-specific Dialogue ActRecognition |
|
Jiří Martínek, Christophe Cerisara, Pavel Kral, Ladislav Lenc |
|
Presenter: Jiří Martínek |
Session: 49 |
|
|
Cyber attack detection and trust management toolkit for defence-related microgrids |
|
Charalampos – Rafail Medentzidis, Thanasis Kotsiopoulos, Vasileios Vellikis, Dimosthenis Ioannidis, Dimitrios Tzovaras, Panagiotis Sarigiannidis |
|
Presenter: Thanasis Kotsiopoulos |
Session: 35 |
|
|
Cyber Supply Chain Threat Analysis and Prediction using Machine Learning and Ontology |
|
Shareeful Islam, Abel Yeboah-Ofori, Umar Ismail, Haralambos Mouratidis, Spyridon Papastergiou |
|
Presenter: Shareeful Islam |
Session: 27 |
|
|
Data Fusion for Deep Learning on Transport Mode Detection: A Case Study |
|
Hugues Moreau, Andrea Vassilev, Liming Chen |
|
Presenter: Hugues Moreau |
Session: 25 |
|
|
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 |
|
Presenter: Gabriel Coelho |
Session: 3 |
|
|
Deep Learning and AI for Optimization in 5G Technology |
|
Mahnaz Olfati, Kiran Parmar |
|
Presenter: Mahnaz Mlfati |
Session: 49 |
|
|
Deep Learning for Water Quality Classification in Water Distribution Networks |
|
Essa Q. Shahra, Wenyan Wu, Shadi Basurra, Stamatia Rizou |
|
Presenter: Essa Q. Shahra |
Session: 37 |
|
|
Deep Learning Modeling of Groundwater Pollution Sources |
|
Yiannis N. Kontos, Theodosios Kassandros , Konstantinos Katsifarakis, Kostas Karatzas |
|
Presenter: Yiannis N. Kontos |
Session: 2 |
|
|
Deep Learning of Brain Asymmetry Images and Transfer Learning for Early Diagnosis of Dementia |
|
Nitsa Herzog, George Magoulas |
|
Presenter: Nitsa Herzog |
Session: 11 |
|
|
Deep learning topology-preserving EEG-based images for autism detection in infants |
|
Cosmin Stamate, George Magoulas, Michael Thomas |
|
Presenter: Cosmin Stamate |
Session: 11 |
|
|
Deep Neural Networks for Indoor Geomagnetic Field Fingerprinting with Regression Approach |
|
Mahdi Abid, Grégoire Lefebvre |
|
Presenter: Mahdi Abid |
Session: 42 |
|
|
Distributed data compression for edge devices. |
|
kevin van vaerenbergh, Tom Tourwe |
|
Presenter: kevin van vaerenbergh |
Session: 4 |
|
|
Do Weibo platform experts perform better on predicting stock market? |
|
Ziyuan Ma, Conor Ryan, Jim Buckley, Muslim Chochlov |
|
Presenter: Ziyuan Ma |
Session: 15 |
|
|
Drilling Operations Classification Utilizing Data Fusion and Machine Learning Techniques |
|
Marzieh Zare, Jussi-Pekka Lehtinen, Hesam Jafarian, Ari Visa, Liisa Aha |
|
Presenter: Marzieh Zare |
Session: 42 |
|
|
Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms |
|
Iakovos Michailidis, Athanasios Kapoutsis, Elias Kosmatopoulos, Yannis Boutalis |
|
Presenter: Athanasios Kapoutsis |
Session: 21 |
|
|
Early prediction of COVID-19 onset by fuzzy-neuro inference |
|
Mario Malcangi |
|
Presenter: Mario Malcangi |
Session: 37 |
|
|
ebioMelDB: Multi-modal database for melanoma and its application on estimating patient prognosis |
|
Aigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos |
|
Presenter: Aigli Korfiati |
Session: 33 |
|
|
Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise |
|
Pretom Kumar Saha, Doina Logofatu |
|
Presenter: Pretom Kumar Saha |
Session: 39 |
|
|
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 |
|
Presenter: Charalampos Symeonidis |
Session: 32 |
|
|
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 |
|
Presenter: Dimitrios Tsiktsiris |
Session: 12 |
|
|
Evaluating mental patients utilizing video analysis of facial expressions |
|
M Tziomaka, Athanasios Kallipolitis, P Tsanakas, Ilias Maglogiannis |
|
Presenter: Athanasios Kallipolitis |
Session: 17 |
|
|
Evaluating Task-General Resilience Mechanisms in a Multi-Robot Team Task |
|
James Staley, Matthias Scheutz |
|
Presenter: Matthias Scheutz |
Session: 12 |
|
|
Event-Detection Deep Neural Network for OTDR Trace Analysis |
|
Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti |
|
Presenter: Davide Rutigliano |
Session: 43 |
|
|
Explainable needn’t be (much) less accurate: evaluating an explainable AI dashboard for energy forecasting |
|
Ana Grimaldo, Jasminko Novak |
|
Presenter: Ana Grimaldo |
Session: 34 |
|
|
Exploring the Limits of Vanilla CNN Architectures for Fine-grained Vision-based Vehicle Classification |
|
Andreas Caduff, Klaus Zahn, J. Hofstetter, M. Rechsteiner, P. Bucher |
|
Presenter: Andreas Caduff |
Session: 2 |
|
|
Face Detection with YOLO on Edge |
|
Adamu Ali-Gombe, Eyad Elyan, Carlos Francisco Moreno-García, Johan Zwiegelaar |
|
Presenter: Adamu Ali-Gombe |
Session: 32 |
|
|
Face Spoof Detection: An Experimental Framework |
|
Faseela Abdullakutty, Eyad Elyan, Pamela Johnston |
|
Presenter: Faseela Abdullakutty |
Session: 37 |
|
|
Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework |
|
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria Koziri, Panagiotis Kikiras, Michael Tonkin |
|
Presenter: Konstantinos Demertzis |
Session: 33 |
|
|
fNIRS-Based BCI Using Deep Neural Network with an Application to Deduce the Driving Mode based on the Driver’s Mental State |
|
Kazuhiko Takahashi, Reo Yokono, Chang Chu, Gauvain Huve, Masafumi Hashimoto |
|
Presenter: Kazuhiko Takahashi |
Session: 2 |
|
|
Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark |
|
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios Tsakalidis |
|
Presenter: Gerasimos Vonitsanos |
Session: 28 |
|
|
High mobility 5G services for vertical industries – network operator’s view |
|
Lechosław Tomaszewski, Ioannis Chochliouros, Robert Kołakowski, Sławomir Kukliński, Michail-Alexandros Kourtis |
|
Presenter: Lechosław Tomaszewski |
Session: 16 |
|
|
Hyperdimensional Computing with Learnable Projection for User Adaptation Framework |
|
Yu-Ren Hsiao, YUCHUAN CHUANG, Cheng-Yang Chang, An-Yeu (Andy) Wu |
|
Presenter: Yu-Ren Hsiao |
Session: 38 |
|
|
Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection |
|
Craig Pirie, Carlos Francisco Moreno-García |
|
Presenter: Carlos Francisco Moreno-García |
Session: 2 |
|
|
Impact of Classifiers to Drift Detection Method: A comparison |
|
Angelos Angelopoulos, Anastasios Giannopoulos, Nikolaos Kapsalis, Sotirios Spantideas, Lambros Sarakis, Stamatis Voliotis, Panagiotis Trakadas |
|
Presenter: Angelos Angelopoulos |
Session: 42 |
|
|
Improved Biomedical Entity Recognition via longer context modelling |
|
Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis Vlahavas |
|
Presenter: Panagiotis Kosmoliaptsis |
Session: 33 |
|
|
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 |
|
Presenter: Vasileios G. Vasilopoulos |
Session: 34 |
|
|
Improving the Diagnosis of Breast Cancer by Combining Visual and Semantic Feature Descriptors |
|
George Apostolopoulos, Athanasios Koutras, Dionysios Anyfantis, Ioanna Christoyianni, Evangelos Dermatas |
|
Presenter: Athanasios Koutras |
Session: 48 |
|
|
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 |
|
Presenter: Vincenzo Iannino |
Session: 39 |
|
|
Incentivizing Participation to Distributed Neural Network Training |
|
Spyridon Nikolaidis, Ioannis Refanidis |
|
Presenter: Ioannis Refanidis |
Session: 19 |
|
|
Intelligent Techniques and Hybrid Systems Experiments Using the Acumen Modeling and Simulation Environment |
|
Sotirios Tzamaras, Stavros Adam, Walid Taha |
|
Presenter: Sotirios Tzamaras |
Session: 20 |
|
|
Intuitionistic Fuzzy Neural Network for Time Series Forecasting – The Case of Metal Prices |
|
Petr Hajek, Vladimir Olej, Wojciech Froelich, Josef Novotny |
|
Presenter: Petr Hajek |
Session: 43 |
|
|
Inverse Kinematics via a Network Ensemble and Learning Method |
|
Joshua Ramayrat, Teng-Sheng Moh |
|
Presenter: Joshua Ramayrat |
Session: 48 |
|
|
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 |
|
Presenter: Patricia O’Byrne |
Session: 3 |
|
|
Learning Sentiment-aware Trading Strategies for Bitcoin leveraging Deep Learning-based Financial News Analysis |
|
Nikolaos Passalis, Solon Seficha, Avraam Tsantekidis, Anastasios Tefas |
|
Presenter: Nikolaos Passalis Tefas |
Session: 33 |
|
|
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 |
|
Presenter: Olympia Giannou |
Session: 11 |
|
|
Machine Learning Meets Natural Language Processing – The story so far |
|
Nikolaos-Ioannis Galanis, Panagiotis Vafiadis, Kostas-Gkouram Mirzaev, George Papakostas |
|
Presenter: Nikolaos-Ioannis Galanis |
Session: 26 |
|
|
Machine Learning-Based, Networking and Computing Infrastructure Resource Management |
|
Alexandros Kostopoulos, Ioannis Chochliouros, Miquel Payaro, Christos Verikoukis, Sabrina De Capitani di Vimercati |
|
Presenter: Alexandros Kostopoulos |
Session: 13 |
|
|
Movie Recommendation System based on Character Graph Embeddings |
|
Agisilaos Kounelis, Pantelis Vikatos, Christos Makris |
|
Presenter: Agisilaos Kounelis |
Session: 28 |
|
|
Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems |
|
Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess |
|
Presenter: Bernhard Haas |
Session: 43 |
|
|
Object Migration Automata for Non-Equal Partitioning Problems with Known Partition Sizes |
|
Rebekka Olsson Omslandseter, Lei Jiao, John Oommen |
|
Presenter: Rebekka Olsson Omslandseter |
Session: 12 |
|
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On the potential of SDN enabled network deployment in tactical environments |
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Georgios Lazaridis, Kostas Papachristou, Anastasios Drosou, Dimosthenis Ioannidis, Periklis Chatzimisios, Dimitrios Tzovaras |
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Presenter: Georgios Lazaridis |
Session: 35 |
|
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Optimization of Multi-Stakeholder Recommender Systems for Diversity and Coverage |
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Iordanis Koutsopoulos, Maria Halkidi |
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Presenter: Iordanis Koutsopoulos |
Session: 8 |
|
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PFilter: Privacy-aware and secure data filtering at the edge for distributed edge analytics |
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Annanda Rath, Anna Hristoskova, Sarah Klein |
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Presenter: Annanda Rath |
Session: 4 |
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Power Control in 5G Heterogeneous Cells considering User Demands using Deep Reinforcement Learning |
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Anastasios Giannopoulos, Sotirios Spantideas, Christos Tsinos, Panagiotis Trakadas |
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Presenter: Sotirios Spantideas |
Session: 47 |
|
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PQ-HDC: Projection-based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing |
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Chi-Tse Huang, Cheng-Yang Chang, YUCHUAN CHUANG, An-Yeu Wu |
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Presenter: Chi-Tse Huang |
Session: 38 |
|
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Predicting CO2 Emissions for Buildings Using Regression and Classification |
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Alexia Avramidou, Christos Tjortjis |
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Presenter: Alexia Avramidou |
Session: 20 |
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Predicting Stock Price Movement using Financial News Sentiment |
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Jiaying Gong, Bradley Paye, Gregory Kadlec, Hoda Eldardiry |
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Presenter: Hoda Eldardiry |
Session: 48 |
|
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Privacy-Preserving Text Labelling Through Crowdsourcing |
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Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek Mcauley |
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Presenter: Giannis Haralabopoulos |
Session: 28 |
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Real-time Multimodal Emotion Classification System in E-learning Context |
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Arijit Nandi, Fatos Xhafa, Laia Subirats, Santi Fort |
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Presenter: Arijit Nandi |
Session: 15 |
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Recognition of epidemic cases in social web texts |
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Apostolos Antonakakis, Eleftherios Alexiou, Nemanja Jevtic, Georgios Sideras, Eftichia Farmaki, Sofronia Foutsitzi, Katia Lida Kermanidis |
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Presenter: Apostolos Antonakakis |
Session: 28 |
|
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Recommender systems algorithm selection using machine learning |
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Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis |
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Presenter: Elias Pimenidis |
Session: 42 |
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Recommending Database Architectures For Social Queries: A Twitter Case Study |
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Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas |
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Presenter: Phivos Mylonas |
Session: 8 |
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Regression Predictive Model to analyze Big Data Analytics in Supply Chain Management |
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Elena Puica |
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Presenter: Elena Puica |
Session: 21 |
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Repeatable functionalities in complex layers of formal neurons |
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Leon Bobrowski, Tomasz Łukaszuk |
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Presenter: Leon Bobrowski |
Session: 25 |
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Robust Pose Estimation Based on Maximum Correntropy Criterion |
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Qian Zhang, Badong Chen |
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Presenter: Qian Zhang |
Session: 26 |
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Robustness testing of AI systems: A case study for traffic sign recognition |
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Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel |
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Presenter: Christian Berghoff |
Session: 3 |
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Scalable NPairLoss-based Deep-ECG for ECG Verification |
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Yu-Shan Tai, Yi-Ta Chen, An-Yeu Wu |
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Presenter: Yu-Shan Tai |
Session: 38 |
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Science4Fashion: An Autonomous Recommendation System for Fashion Designers |
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Argyrios Vartholomaios, Sotirios–Filippos Tsarouchis, Antonios Chrysopoulos, Pericles Mitkas, Athanasios Karafyllis, Ioannis-Panagiotis Bountouridis |
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Presenter: Argyrios Vartholomaios |
Session: 8 |
|
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Search Problems in Contemporary Power Girds |
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Theofanis Aravanis, Andreas Petratos, Georgia Douklia, Efpraxia Plati |
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Presenter: Theofanis Aravanis |
Session: 19 |
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Self-organizing maps for optimized robotic trajectory planning applied to surface coating |
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Maria Tzinava, Konstantinos Delibasis, Spyros Kamnis |
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Presenter: Maria Tzinava |
Session: 21 |
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Self-supervised approach for Urban Tree Recognition on Aerial Images |
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Lakshmi Babu Saheer, Mohamed Shahawy |
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Presenter: Lakshmi Babu Saheer |
Session: 40 |
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SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies |
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George Manias, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis |
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Presenter: George Manias |
Session: 26 |
|
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Semantic modeling of trustworthy IoT entities in energy-efficient cultural spaces |
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Konstantina Zachila, Konstantinos Kotis, Asimina Dimara, Stamatia Ladikou, Christos-Nikolaos Anagnostopoulos |
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Presenter: Konstantina Zachila |
Session: 34 |
|
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Short Term Net Imbalance Volume Forecasting through Machine and Deep Learning: A UK case study |
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Elpiniki Makri, John Koskinas, Apostolos Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras |
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Presenter: Elpiniki Makri |
Session: 34 |
|
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Squeeze-and-Threshold based quantization for Low-Precision Neural Networks |
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Binyi Wu, Bernd Waschneck, Christian Mayr |
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Presenter: Binyi Wu |
Session: 32 |
|
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System-wide anomaly detection of industrial control systems via deep learning and correlation analysis |
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Gordon Haylett, Zahra Jadidi, Kien Nguyen Thanh |
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Presenter: Zahra Jadidi |
Session: 38 |
|
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The AI4Media project: Use of Next-generation Artificial Intelligence Technologies for Media Sector Applications |
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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 |
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Presenter: Filareti Tsalakanidou |
Session: 8 |
|
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The Challenge of Security Breaches in the Era of 5G Networking |
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Maria Belesioti, Jorge Carapinha, Rodoula Makri, Ioannis Chochliouros |
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Presenter: Maria Belesioti |
Session: 47 |
|
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The Generative Adversarial Random Neural Network |
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Will Serrano |
|
Presenter: Will Serrano |
Session: 44 |
|
|
Top Challenges in 5G Densification |
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Eleni Theodoropoulou, Ioanna Mesogiti, Foteini Setaki, Konstantinos Filis, George Lyberopoulos, Agapi Mesodiakaki, Marios Gatzianas, Christos Vagionas, George Kalfas, Mauro Agus, Annachiara Pagano |
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Presenter: Eleni Theodoropoulou |
Session: 16 |
|
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Topic identification via human interpretation of word clouds: The case of Instagram hashtags |
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Stamatios Giannoulakis, NICOLAS TSAPATSOULIS |
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Presenter: Stamatios Giannoulakis |
Session: 44 |
|
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Toward an augmented and explainable machine learning approach for classification of defective nanomaterial patches |
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Cosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, Francesco Carlo Morabito |
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Presenter: Cosimo Ieracitano |
Session: 25 |
|
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Towards a Distributed Learning Architecture for Securing ISP Home Customers |
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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 |
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Presenter: Pedro Santos |
Session: 4 |
|
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TYPHON: Hybrid Data Lakes for Real-time Big Data Analytics – An Evaluation Framework in the Telecom Industry |
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Antonis Misargopoulos, George Papavassiliou, Christos Antonios Gizelis, Filippos Nikolopoulos-Gkamatsis |
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Presenter: Filippos Nikolopoulos-Gkamatsis |
Session: 13 |
|
|
Using Artificial Neural Network to Provide Realistic Lifting Capacity in the Mobile Crane Simulation |
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Simon Roysson, Taufik Akbar Sitompul, Rikard Lindell |
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Presenter: Taufik Akbar Sitompul |
Session: 25 |
|
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Using Machine Learning Methods to Predict Subscriber Churn of a Web-based Drug Information Platform |
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Athanasios Tsadiras, Georgios Theodoridis |
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Presenter: Georgios Theodoridis |
Session: 20 |
|
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Using WOA with Feed Forward Neural Network in Prediction of Subcutaneous Glucose Concentration for Type-l Diabetic Patients |
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Fayrouz Allam |
|
Presenter: Fayrouz Allam |
Session: 11 |
|
|
V2X Communications for the Support of GLOSA and Intelligent Intersection Applications |
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Ioannis Chochliouros, Anastasia Spiliopoulou, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Slawomir Kuklinski, Lechoslaw Tomaszewski, Dimitrios Arvanitozisis, Alexandros Kostopoulos |
|
Presenter: Ioannis Chochliouros |
Session: 13 |
|
|
Validation and Verification for Data Marketplaces |
|
Will Serrano |
|
Presenter: Will Serrano |
Session: 44 |
|
|
Verification of Size Invariance in DNN Activations using Concept Embeddings |
|
Gesina Schwalbe |
|
Presenter: Gesina Schwalbe |
Session: 27 |
|
|
Visitor behavior analysis for an ancient Greek technology exhibition |
|
Dimitrios Kosmopoulos, Kali Tzortzi |
|
Presenter: Dimitrios Kosmopoulos |
Session: 28 |
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