|
5G for the Support of Smart Power Grids: Millisecond Level Precise Distributed Generation Monitoring and Real-Time Wide Area Monitoring
|
| Ioannis Chochliouros, Daniele Porcu, Dimitrios Brothimas, Nikolas Tzanis, Nikolay Palov, Ralitsa Rumenova, Angelos Antonopoulos, Nicola Cadenelli, Markos Asprou, Lenos Hadjidemetriou, Sonia Castro, Pencho Zlatev, Bogdan Bogdanov, Thanassis Bachoumis, Antonello Corsi, Helio Simeão, Pavlos Lazaridis, Zaharias Zaharis, Michalis Rantopoulos, Christina Lessi, Anastasia Spiliopoulou |
| Presenter: Michalis Rantopoulos |
Session: 14 |
|
|
A 5G-based Architecture for Localization Accuracy
|
| Maria Belesioti, Kostas Tsagkaris, Aristotelis Margaris, Ioannis Chochliouros |
| Presenter: Maria Belesioti |
Session: 9 |
|
|
A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations
|
| Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis |
| Presenter: Konstantinos Demertzis |
Session: 23 |
|
|
A Communication Data Layer for Distributed Neuromorphic Systems
|
| Andras Veres, Peter Haga, Andras Racz, Tamas Borsos, Zsolt Kenesi |
| Presenter: Peter Haga |
Session: 41 |
|
|
A Deep Q Network-based Multi-Connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems
|
| Juan Jesús Hernández Carlón, Jordi Perez-Romero, Irene Vilà Muñoz, Oriol Sallent, Ferran Casadevall |
| Presenter: Juan Jesús Hernández Carlón |
Session: 30 |
|
|
A Framework to Support the Deployment of PPDR Services across Edge and Cloud Domains
|
| Janez Sterle, Ioanna Mesogiti, Luka Korsic, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Francesca Moscateli, Konstantina Kanta, Giannis Giannoulis, Panagiotis Toumasis, Dimitris Apostolopoulos, Hercules Avramopoulos, John Avramidis, Yigal Leiba, Dimitris Klonidis |
| Presenter: Ioanna Mesogiti |
Session: 9 |
|
|
A gene ontology-driven wide and deep learning architecture for cell-type classification from single-cell RNA-seq data
|
| Gianmarco Coppola, Antonino Fiannaca, Massimo La Rosa, Laura La Paglia, Alfonso Urso, Salvatore Gaglio |
| Presenter: Antonino Fiannaca |
Session: 34 |
|
|
A Methodology to Manage Structured and Semi-Structured Data in Knowledge Oriented Graph
|
| Valerio Bellandi, Paolo Ceravolo, Giacomo Alberto D'Andrea, Samira Maghool, Stefano Siccardi |
| Presenter: Valerio Bellandi |
Session: 2 |
|
|
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring
|
| Dimitris Papatheodoulou, Pavlos Pavlou, Stelios Vrachimis, Kleanthis Malialis, Demetris Eliades, Theocharis Theocharides |
| Presenter: Kleanthis Malialis |
Session: 3 |
|
|
A Multi-Objective Optimization Algorithm for Out-of-Home Advertising
|
| Nader Nader, Rafael Alexandrou, Iasonas Iasonos, Andreas Pamboris, Harris Papadopoulos, Andreas Konstantinidis |
| Presenter: Nader Nader |
Session: 6 |
|
|
A Novel GBT-based Approach for Cross-Channel Fraud Detection on Real-World Banking Transactions
|
| Ugur Dolu, Emre Sefer |
| Presenter: Ugur Dolu |
Session: 24 |
|
|
A Novel Human-Centred Evaluation Approach and an Argument-Based Method for Explainable Artificial Intelligence
|
| Giulia Vilone, Luca Longo |
| Presenter: Giulia Vilone |
Session: 8 |
|
|
A Primer for tinyML Predictive Maintenance: Input and Model Optimisation
|
| Emil Njor, Jan Madsen, Xenofon Fafoutis |
| Presenter: Emil Njor |
Session: 3 |
|
|
A robust, quantization-aware training method for photonic neural networks
|
| Athina Oikonomou, Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, Miltos Moralis-Pegios, Nikos Pleros, Anastasios Tefas |
| Presenter: Manos Kirtas |
Session: 18 |
|
|
A Second-Order Adaptive Decision Model for Proceeding or Terminating a Pregnancy
|
| Lisa Elderhorst, Melissa Van den Berge, Jan Treur |
| Presenter: Lisa Elderhorst, Melissa Van den Berge |
Session: 7 |
|
|
A Self-Adaptive Learning Music Composition Algorithm as Virtual Tutor
|
| Michele Della Ventura |
| Presenter: Michele Della Ventura |
Session: 16 |
|
|
Advancements in Edge Computing and Service Orchestration in Support of Advanced Surveillance Services
|
| Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Francesca Moscateli, Konstantina Kanta, Giannis Giannoulis, Panagiotis Toumasis, Dimitrios Apostolopoulos, Hercules Avramopoulos, Lukasz Lopacinski, Jesus Gutierrez Teran, Anastasios Nanos, Yigal Leiba, Markos Anastasopoulos, Anna Tzanakaki |
| Presenter: Ioanna Mesogiti |
Session: 30 |
|
|
AI-driven Intent-based networking for 5G enhanced robot autonomy
|
| Marios Sophocleous, Zhao Xu, Jakub Špaňhel, Renxi Qiu, Adrian Lendinez, Christina Lessi, Ioannis Chondroulis, Ioannis Belikaidis |
| Presenter: Marios Sophocleous |
Session: 14 |
|
|
Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach
|
| Angelos Angelopoulos, Anastasios Giannopoulos, Sotirios Spantideas, Nikolaos Kapsalis, Chris Trochoutsos, Stamatis Voliotis, Panagiotis Trakadas |
| Presenter: Angelos Angelopoulos |
Session: 20 |
|
|
An Accurate Convolutional Neural Networks Approach to Wound Detection for Farmed Salmon
|
| Aditya Gupta, Even Bringsdal, Nicole Salbuvik, Kristian Muri Knausgard, Morten Goodwin |
| Presenter: Aditya Gupta |
Session: 42 |
|
|
An Analysis on Graph-Processing Frameworks: Neo4j and Spark GraphX
|
| Alabbas Alhaj Ali, Doina Logofatu |
| Presenter: Alabbas Alhaj Ali |
Session: 32 |
|
|
An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images
|
| Vangelis Tzardis, Efthyvoulos Kyriacou, Christos P Loizou, Anastasia Constantinidou |
| Presenter: Vangelis Tzardis |
Session: 13 |
|
|
An efficient deep learning framework for face mask detection in complex scenes
|
| Mohib Ullah, Habib Ullah, Sultan Daud Khan, Rafi Ullah, Mussadiq Abdul Rahim, Muhammad Rashid, Zulfiqar Ali |
| Presenter: Mohib Ullah |
Session: 40 |
|
|
An Efficient Method for Addressing COVID-19 Proximity Related Issues in Autonomous Shuttles Public Transportation
|
| Dimitrios Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras |
| Presenter: Dimitrios Tsiktsiris |
Session: 27 |
|
|
An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets
|
| Gonçalo Fontes, Luis Miguel Matos, Arthur Matta, Andre Pilastri, Paulo Cortez |
| Presenter: Luis Miguel Matos |
Session: 44 |
|
|
An exploration of semi-supervised text classification
|
| Henrik Lien, Daniel Biermann, Fabrizio Palumbo, Morten Goodwin |
| Presenter: Fabrizio Palumbo |
Session: 12 |
|
|
An improved neural network model for treatment effect estimation
|
| Niki Kiriakidou, Christos Diou |
| Presenter: Niki Kiriakidou |
Session: 37 |
|
|
An Inductive System Monitoring Approach for GNSS Activation
|
| Shahrooz Abghari, Veselka Boeva, Emiliano Casalicchio, Peter Exner |
| Presenter: Shahrooz Abghari |
Session: 41 |
|
|
An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories
|
| João Silva, Paulo Cortez |
| Presenter: Paulo Cortez |
Session: 28 |
|
|
An innovative software platform for efficient energy, environmental and cost planning in buildings retrofitting
|
| Ioannis Mamounakis, Petros Iliadis, Andreas Seitaridis, Nikolaos Tagkoulis, Evangelos Bellos, Christos Papalexis, Vasileios Sougakis, Nikolaos Nikolopoulos |
| Presenter: Andreas Seitaridis |
Session: 29 |
|
|
An intelligent grammar-based platform for RNA H-type pseudoknot prediction
|
| Evangelos Makris, Angelos Kolaitis, Christos Andrikos, Vrettos Moulos, Panayiotis Tsanakas, and Christos Pavlatos |
| Presenter: Christos Pavlatos |
Session: 13 |
|
|
An IoT Authentication Framework for Urban Infrastructure Security using Blockchain and Deep Learning
|
| Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas |
| Presenter: Anastasios Panagiotis Psathas |
Session: 23 |
|
|
An Overview of MCMC Methods: From Theory to Applications
|
| Christos Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas |
| Presenter: Christos Karras |
Session: 38 |
|
|
Anomaly detection in small-scale industrial and household appliances
|
| Niccolò Zangrando, Sergio Luis Herrera Gonzalez, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras |
| Presenter: Niccolò Zangrando |
Session: 29 |
|
|
Anomaly detection using Edge Computing AI on Low Powered Devices
|
| Dragoș-Vasile Bratu, Rareş Ştefan Tiberius Ilinoiu, Alexandru Cristea, Maria-Alexandra Zolya, Sorin-Aurel Moraru |
| Presenter: Dragoș-Vasile Bratu |
Session: 24 |
|
|
Application of Graph-Based Technique to Identity Resolution
|
| Prof H Kazemian, Mohammad-Hossein Amirhosseini, Michael Phillips |
| Presenter: Mohammad-Hossein Amirhosseini |
Session: 32 |
|
|
Application of mobile networks (5G and beyond) in precision agriculture
|
| Lechosław Tomaszewski, Robert Kołakowski, Mirosław Zagórda |
| Presenter: Lechoslaw Tomaszewski, Robert Kołakowski |
Session: 14 |
|
|
Automatic Accent and Gender Recognition of Regional UK Speakers
|
| Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu |
| Presenter: Chrisina Jayne |
Session: 34 |
|
|
Automatic semi-quantitative histological assessment of tissue traits using a smart web application
|
| Olympia Giannou, Dimitra Zazara, Anastasios Giannou, Petra Clara Arck, Georgios Pavlidis |
| Presenter: Olympia Giannou |
Session: 27 |
|
|
AutoMC: Learning Regular Expressions for Automated Management Change Event Extraction from News Articles
|
| Murat Kalender |
| Presenter: Murat Kalender |
Session: 6 |
|
|
Autoregressive Deep Learning Models for Bridge Strain Prediction
|
| Anastasios Panagiotis Psathas, Lazaros Iliadis, Dimitra V. Achillopoulou, Antonios Papaleonidas, Nikoleta K. Stamataki, Dimitris Bountas, Ioannis M. Dokas |
| Presenter: Anastasios Panagiotis Psathas |
Session: 5 |
|
|
Bias in Face Image Classification Machine Learning Models: The Impact of Annotator's Gender and Race
|
| Andreas Kafkalias, Stylianos Herodotou, Zenonas Theodosiou, Andreas Lanitis |
| Presenter: Andreas Kafkalias |
Session: 3 |
|
|
Biologically Plausible Complex-Valued Neural Networks and Model Optimization
|
| Ryan Yu, Andrew Wood, Sarel Cohen, Moshick Hershcovitch, Daniel Waddington, Peter Chin |
| Presenter: Ryan Yu |
Session: 31 |
|
|
Brain Tumour Segmentation on 3D MRI using Attention V-Net
|
| Charul Giri, Jivitesh Sharma, Morten Goodwin |
| Presenter: Charul Giri |
Session: 34 |
|
|
Brainstorming Fuzzy Cognitive Maps for Camera-based Assistive Navigation
|
| Georgia Sovatzidi, Dimitris Iakovidis |
| Presenter: Georgia Sovatzidi |
Session: 41 |
|
|
Building a knowledge-intensive, intent-lean, question answering chatbot in the Telecom industry - Challenges and Solutions
|
| Antonis Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Alexandros Tzoumas, Georgios Giannakopoulos, Michalis Kefalogiannis, Christos-Antonios Gizelis |
| Presenter: Filippos Nikolopoulos-Gkamatsis |
Session: 30 |
|
|
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
|
| Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid |
| Presenter: Emanuel Slany |
Session: 25 |
|
|
Chargym: An EV Charging Station Model for Controller Benchmarking
|
| Georgios Karatzinis, Christos Korkas, Iakovos Michailidis, Elias Kosmatopoulos, Aliki Stefanopoulou, Christo Tsaknakis, Michalis Terzopoulos |
| Presenter: Georgios Karatzinis |
Session: 15 |
|
|
Client Segmentation of Mobile Payment Parking Data using Machine Learning
|
| Ilze Andersone, Agris Nikitenko, Valdis Bergs, Uldis Jansons |
| Presenter: Ilze Andersone |
Session: 11 |
|
|
Combining Cox model and tree-based algorithms to boost performance and preserve interpretability for health outcomes
|
| Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl |
| Presenter: Diana Shamsutdinova |
Session: 28 |
|
|
Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem
|
| Julia Garbaruk, Doina Logofatu, Florin Leon |
| Presenter: Julia Garbaruk |
Session: 31 |
|
|
Comparative study of a deterministic adaptive beamforming technique with Neural Network implementations
|
| Ioannis Mallioras, Zaharias Zaharis, Pavlos Lazaridis, Traianos Yioultsis, Nikolaos Kantartzis, Ioannis Chochliouros |
| Presenter: Ioannis Mallioras |
Session: 30 |
|
|
Comparing Boosting & Deep Learning methods on Multivariate Time Series for Retail Demand Forecasting
|
| Georgios Theodoridis, Athanasios Tsadiras |
| Presenter: Georgios Theodoridis |
Session: 16 |
|
|
Complex layers of formal neurons
|
| Leon Bobrowski |
| Presenter: Leon Bobrowski |
Session: 12 |
|
|
Creating a bridge between Probabilities and fuzzy sets and its impact on Drought Severity Assessment
|
| Nikos Mylonas, Mike Spiliotis, Basil Papadopoulos |
| Presenter: Basil Papadopoulos |
Session: 16 |
|
|
Custom State LSTM Cell for Text Classification Tasks
|
| Giannis Haralabopoulos, Ioannis Anagnostopoulos |
| Presenter: Giannis Haralabopoulos |
Session: 36 |
|
|
Decision Tree Induction through Meta-Learning
|
| Caique Augusto Ferreira, Adriano Henrique Cantão, José Augusto Baranauskas |
| Presenter: Adriano Henrique Cantão |
Session: 20 |
|
|
Deep learning-based segmentation of the atherosclerotic carotid plaque in ultrasonic images
|
| Georgia Liapi, Efthyvoulos Kyriacou, Christos Loizou, Andreas Panayides, Constantinos Pattichis, Andrew Nicolaides |
| Presenter: Georgia Liapi |
Session: 13 |
|
|
Deep Recurrent Neural Networks for OYO Hotels Recommendation
|
| Anshul Rankawat, Rahul Kumar, Arun Kumar |
| Presenter: Anshul Rankawat |
Session: 35 |
|
|
Determining Column Numbers in Résumés with Clustering
|
| Şeref Recep Keskin, Yavuz Balı, Günce K. Orman, F. Serhan Daniş, Sultan N. Turhan |
| Presenter: Yavuz Balı |
Session: 11 |
|
|
Development of an Algorithmic Model to Reduce Memory and Learning Deficits on Trisomic Mice
|
| Eleni Gerasimidi, Lazaros Iliadis |
| Presenter: Eleni Gerasimidi |
Session: 34 |
|
|
Digitally assisted planning and monitoring of supportive recommendations in cancer patients
|
| Alexander Scherrer, Tobias Zimmermann, Sinan Riedel, Fihmi Mousa, Isa Wasswa-Musisi, Robert Zifrid, Hartmut Tillil, Philipp Ulrich, Thanos Kosmidis, Joaquim C. Reis, Gabrielle Oestreicher, Markus Möhler, Stefanos Venios, Maria Plakia, Sotiris Diamantopoulos, Ilias Kalamaras, Kostas Votis |
| Presenter: Alexander Scherrer |
Session: 25 |
|
|
Discriminant Analysis on a Stream of Features
|
| Jan Motl, Pavel Kordík |
| Presenter: Jan Motl |
Session: 2 |
|
|
Distribution guided neural disaggregation of PM10 and O3 hourly concentrations from daily statistics and low-cost sensors.
|
| Evangelos Bagkis, Theodosios Kassandros, Kostas Karatzas |
| Presenter: Evangelos Bagkis |
Session: 28 |
|
|
Dynamic Big Data Drift Visualization of CPU And Memory Resource Usage in Cloud Computing
|
| Tajwar Mehmood, Seemab Latif |
| Presenter: Tajwar Mehmood |
Session: 7 |
|
|
Echo State Networks in Data Marketplaces for
Digital Content Creation
|
| Will Serrano |
| Presenter: Will Serrano |
Session: 43 |
|
|
Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks
|
| Pretom Kumar Saha, Doina Logofatu |
| Presenter: Pretom Kumar Saha |
Session: 43 |
|
|
Efficient Data Management and Interoperability Middleware in Business-Oriented Smart Port Use Cases
|
| Achilleas Marinakis, Matilde Julian Segui, Andreu Belsa Pellicer, Carlos Palau, Christos-Antonios Gizelis, Anastasios Nikolakopoulos, Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Michalis Kefalogiannis, Theodora Varvarigou, Konstantinos Nestorakis, Vrettos Moulos |
| Presenter: Christos-Antonios Gizelis |
Session: 9 |
|
|
Efficient Large-Scale Machine Learning Techniques for Rapid Motif Discovery in Energy Data Streams
|
| Klelia Lykothanasi, Spyros Sioutas, KONSTANTINOS TSICHLAS |
| Presenter: Kostas Tsichlas |
Session: 40 |
|
|
Employing Natural Language Processing Techniques for Online Job Vacancies Classification
|
| George Varelas, Giannis Tzimas, Panagiotis Zervas, Dimitris Lagios, Spyros Ntouroukis, Kenia Parsons |
| Presenter: George Varelas |
Session: 38 |
|
|
Energy Load Forecasting: Investigating Mid-Term Predictions with Ensemble Learners
|
| Charalampos M. Liapis, Aikaterini Karanikola, Sotiris Kotsiantis |
| Presenter: Aikaterini Karanikola |
Session: 32 |
|
|
Enhanced dependency-based feature selection to improve anomaly network intrusion detection
|
| Zakaria SAHRAOUI, Khadidja BENNACEUR, Mohamed Ahmed-Nacer |
| Presenter: Zakaria SAHRAOUI |
Session: 17 |
|
|
Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing
|
| Alexandru Frasie, Georgiana Marian, Nicoleta-Teodora Vezan, Florin Macicasan, Camelia Lemnaru |
| Presenter: Florin Macicasan |
Session: 12 |
|
|
Environmental feature correlation and meta-analysis for Occupancy detection - A real-life assessment
|
| Asimina Dimara, Alkiviadis Kyrtsoglou, Iakovos Michailidis, Stelios Krinidis, Elias Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras |
| Presenter: Alkiviadis Kyrtsoglou |
Session: 15 |
|
|
Equilibrium Resolution for Epoch Partitioning
|
| Wojciech Wisniewski, Yuri Kalnishkan, David Lindsay, Sian Lindsay |
| Presenter: Wojciech Wisniewski |
Session: 8 |
|
|
Evaluating Acceleration Techniques for Genetic Neural Architecture Search
|
| Foteini Dervisi, George Kyriakides, Konstantinos Margaritis |
| Presenter: Foteini Dervisi |
Session: 23 |
|
|
Experimental comparison of metaheuristics for feature selection in machine learning in the medical context
|
| Thibault Anani, Jean-François Pradat-Peyre, François Delbot |
| Presenter: Thibault Anani |
Session: 28 |
|
|
Experimentation Scenarios for Machine Learning-Based Resource Management
|
| Alexandros Kostopoulos, Ioannis Chochliouros, John Vardakas, Miquel Payaró, Sergio Barrachina, Md Arifur Rahman, Evgenii Vinogradov, Philippe Chanclou, Roberto Gonzalez, Charalambos Klitis, Sabrina De Capitani di Vimercati, Polyzois Soumplis, Emmanuel Varvarigos, Dimitrios Kritharidis, Kostas Chartsias |
| Presenter: Alexandros Kostopoulos |
Session: 14 |
|
|
Exploring the pertinence of distance functions for nominal multi-label data
|
| Payel Sadhukhan |
| Presenter: Payel Sadhukhan |
Session: 37 |
|
|
Exploring the Relationship Between Visual Information and Language Semantic Concept in the Human Brain
|
| Haodong Jing, Ming Du, Yongqiang ma, Nanning Zheng |
| Presenter: Haodong Jing |
Session: 31 |
|
|
Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect
|
| Zhenyu Zhao, Yumin Zhang, Totte Harinen, Mike Yung |
| Presenter: Zhenyu Zhao |
Session: 37 |
|
|
Fine-Grained Double-View Link Prediction within the Dynamic Interaction Network
|
| Jianye Pang, Wei Ke |
| Presenter: Jianye Pang |
Session: 17 |
|
|
Fundamental Features of the Smart5Grid Platform Towards Realizing 5G Implementation
|
| Ioannis Chochliouros, Daniele Porcu, Sonia Castro, Borja Otura, Paula Encinar, Antonello Corsi, Irina Ciornei, Rita Santiago, Angelos Antonopoulos, Nicola Cadenelli, Nicola di Pietro, August Betzler, Inmaculada Prieto, Fabrizio Battista, Elisavet Grigoriou, Georgios Ellinas, Lenos Hadjidemetriou, Dimitrios Brothimas, Ralitsa Rumenova, Athanasios Bachoumis, Anastasia Spiliopoulou, Michalis Rantopoulos, Christina Lessi, Dimitrios Arvanitozisis, Pavlos Lazaridis |
| Presenter:
Ioannis Chochliouros |
Session: 9 |
|
|
Generation of Orthogonality for Feature Spaces in the Bio-inspired Neural Networks
|
| Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo |
| Presenter: Naohiro Ishii |
Session: 36 |
|
|
Ground Penetrating Radar Fourier pre-processing for deep learning tunnel defects' automated classification
|
| Giulia Marasco, Marco Martino Rosso, Salvatore Aiello, Angelo Aloisio, Giansalvo Cirrincione, Bernardino Chiaia, Giuseppe Carlo Marano |
| Presenter: Marco Martino Rosso |
Session: 5 |
|
|
HEDL-IDS A Hybrid Ensemble Deep Learning Approach for Cyber Intrusion Detection
|
| Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas |
| Presenter: Anastasios Panagiotis Psathas |
Session: 44 |
|
|
Hierarchical Causality Network: Find the Effective Connectivity in Visual Cortex
|
| Ming Du, Haodong Jing, Yongqiang Ma, nanning Zheng |
| Presenter: Ming Du |
Session: 31 |
|
|
High Rank Self-Organising Maps for Image Fingerprinting
|
| Anthony Benjamin Kolenic, Duncan Anthony Coulter |
| Presenter: Anthony Benjamin Kolenic |
Session: 11 |
|
|
How Dimensionality Reduction affects Sentiment Analysis NLP Tasks: An Experimental Study
|
| Leonidas Akritidis, Panayiotis Bozanis |
| Presenter: Leonidas Akritidis |
Session: 6 |
|
|
Human Activity Recognition under Partial Occlusion
|
| Ioannis-Aris Kostis, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas |
| Presenter: Evaggelos Spyrou |
Session: 23 |
|
|
Hybrid (CPU / GPU) exact nearest neighbors search in high-dimensional spaces
|
| David Muhr, Michael Affenzeller |
| Presenter: David Muhr |
Session: 3 |
|
|
Implicit Maximum Likelihood Clustering
|
| Georgios Vardakas, Aristidis Likas |
| Presenter: Georgios Vardakas |
Session: 37 |
|
|
Improving binary semantic scene segmentation for robotics applications
|
| Maria Tzelepi, Nikolaos Tragkas, Anastasios Tefas |
| Presenter: Anastasios Tefas |
Session: 18 |
|
|
Invention Concept Latent Spaces for Analogical Ideation
|
| Nicholas Walker |
| Presenter: Nicholas Walker |
Session: 41 |
|
|
ITSC Fault Diagnosis in Permanent Magnet Synchronous Motor Drives using shallow CNNs
|
| Vera Szabo, Morten Goodwin, Martin Marie Hubert Choux, Saeed Hasan Ebrahimi |
| Presenter: Vera Szabo |
Session: 42 |
|
|
Knowledge Engineering and Ontology for Crime Investigation
|
| Wilmuth Müller, Dirk Mühlenberg, Dirk Pallmer, Uwe Zeltmann, Christian Ellmauer, Konstantinos Demestichas |
| Presenter: Wilmuth Müller |
Session: 8 |
|
|
Learning image captioning as a structured transduction task
|
| Davide Italo Serramazza, Davide Bacciu |
| Presenter: Davide Bacciu |
Session: 2 |
|
|
Machine Learning Applications in Real Estate: Critical Review of Recent Development
|
| Jamal Al-Qawasmi |
| Presenter: Jamal Al-Qawasmi |
Session: 17 |
|
|
Machine learning approach to detect malicious mobile apps
|
| Prof Hassan Kazemian |
| Presenter: Prof Hassan Kazemian |
Session: 20 |
|
|
Machine Learning Techniques for Regression in Energy Disaggregation
|
| Christos Konstantopoulos, Spyros Sioutas, KONSTANTINOS TSICHLAS |
| Presenter: KONSTANTINOS TSICHLAS |
Session: 32 |
|
|
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making
|
| Christos Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas |
| Presenter: Christos Karras |
Session: 38 |
|
|
MERLIN: Identifying inaccuracies in Multiple Sequence Alignments using Object Detection
|
| Hiba Khodji, Lucille Herbay, Pierre Collet, Julie Thompson, Anne Jeannin-Girardon |
| Presenter: Hiba Khodji |
Session: 40 |
|
|
Monitoring Neurological Disorder Patients via Deep Learning based Facial Expressions Analysis
|
| Mohib Ullah, Muhammad Munsif, Muhammad Sajjad, Bilal Ahmad, Faouzi Alaya Cheikh |
| Presenter: Mohib Ullah |
Session: 25 |
|
|
MTMA-DDPG: a Deep Deterministic Policy Gradient Reinforcement Learning for Multi-Task Multi-Agent Environments
|
| karim Hamadeh, Julia El Zini, Joudi Hajar, Mariette Awad |
| Presenter: Mariette Awad |
Session: 35 |
|
|
Multilingual Sentiment Analysis on Twitter Data towards Enhanced Policy Making
|
| George Manias, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis |
| Presenter: George Manias |
Session: 7 |
|
|
Multi-Track Transfer Reinforcement Learning for Power Consumption Management of Building Multi-Type Air-Conditioners
|
| Yoshifumi Aoki, Satoshi Goto, Yusuke Takahashi, Chuzo Ninagawa, Junji Morikawa |
| Presenter: Yoshifumi Aoki |
Session: 43 |
|
|
Non-Intrusive Diagnostics for Legacy Heat-Pump Performance Degradation
|
| Iakovos Michailidis, Georgios Vougiatzis, Aliki Stefanopoulou, Asimina Dimara, Christos Korkas, Stelios Krinidis, Elias Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras |
| Presenter: Georgios Vougiatzis |
Session: 15 |
|
|
Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods
|
| Efthyvoulos Drousiotis, Lei Shi, Paul G Spirakis, Simon Maskell |
| Presenter: Efthyvoulos Drousiotis |
Session: 12 |
|
|
On Forecasting Project Activity Durations with Neural Networks
|
| Vahan Hovhannisyan, Peter Zachares, Carlos Ledezma, Joao Gante, Alan Mosca |
| Presenter: Peter Zachares |
Session: 42 |
|
|
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations
|
| Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad |
| Presenter: Mariette Awad |
Session: 7 |
|
|
On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model
|
| Sophie Hendrikse, Jan Treur, Tom Wilderjans, Suzanne Dikker, Sander Koole |
| Presenter: Sophie Hendrikse |
Session: 44 |
|
|
On the reusability of ISIC Data for training DL classifiers applied on clinical skin images
|
| Konstantinos Moutselos, Ilias Maglogiannis |
| Presenter: Ilias Maglogiannis |
Session: 13 |
|
|
On the Suitability of Neural Networks as Building Blocks for The Design of Efficient Learned Indexes
|
| Domenico Amato, Giosue' Lo Bosco, Raffaele Giancarlo |
| Presenter: Domenico Amato |
Session: 42 |
|
|
Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP model
|
| Raul Alves, Clenio E. Silva, Jefferson R. Souza |
| Presenter: Clenio E. Silva |
Session: 5 |
|
|
ParSMURF-NG: a Machine Learning High Performance Computing system for the analysis of imbalanced big omics data
|
| Alessandro Petrini, Marco Notaro, Jessica Gliozzo, Tiziana Castrignanò, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini |
| Presenter: Elena Casiraghi |
Session: 25 |
|
|
Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector
|
| Aliki Stefanopoulou, Iakovos Michailidis, Asimina Dimara, Stelios Krinidis, Elias Kosmatopoulos, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras
|
| Presenter: Aliki Stefanopoulou |
Session: 29 |
|
|
PigPose: A Realtime Framework for Farm Animal Pose Estimation and Tracking
|
| Mohib Ullah, Milan Kresovic, Thong Nguyen, Hina Afridi, Faouzi Alaya Cheikh |
| Presenter: Mohib Ullah |
Session: 40 |
|
|
Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort
|
| Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl |
| Presenter: Daniel Stamate |
Session: 25 |
|
|
Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark
|
| Paschalis Lagias, George Magoulas, Ylli Prifti, Alessandro Provetti |
| Presenter: Paschalis Lagias |
Session: 43 |
|
|
Prediction of Wafer Map Categories using Wafer Acceptance Test Parameters in Semiconductor Manufacturing
|
| Martin Lim Ying Song, Tommy Yip, Jonathan Ong, Anurag Sharma, cheng chin |
| Presenter: Martin Lim Ying Song |
Session: 3 |
|
|
Predictive Maintenance Based on Machine Learning Model
|
| Bassem Hichri, Anass Driate, Andrea Borghesi, Francesco Giovannini |
| Presenter: Bassem Hichri |
Session: 37 |
|
|
Proactive buildings: A prescriptive maintenance approach
|
| Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras |
| Presenter: Sergio Herrera |
Session: 29 |
|
|
Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study
|
| Petros Tzallas, Napoleon Bezas, Ioannis Moschos, Dimosthenis Ioannidis, Dimitrios Tzovaras |
| Presenter: Petros Tzallas |
Session: 15 |
|
|
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning
|
| Luís Ferreira, Afonso Sousa, Rui Ribeiro, João Xavier, André Pilastri, Paulo Cortez |
| Presenter: Luís Ferreira |
Session: 20 |
|
|
Quantum Approach for Vertex Separator Problem in Directed Graphs
|
| Ahmed ZAIOU, Younès BENNANI, Mohamed HIBTI, Basarab MATEI |
| Presenter: Ahmed ZAIOU |
Session: 8 |
|
|
Query Driven Data Subspace Mapping
|
| Panagiotis Fountas, Maria Papathanasaki, Kostas Kolomvatsos, Christos Anagnostopoulos |
| Presenter: Panagiotis Fountas |
Session: 11 |
|
|
Random Forest based on Federated Learning for Intrusion Detection
|
| Tijana Markovic, Miguel León, David Buffoni, Sasikumar Punnekkat |
| Presenter: Tijana Markovic |
Session: 24 |
|
|
Reconstructing electricity profiles in submetering systems using a GRU-AE network
|
| Serafin Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan J. Fuertes, Manuel Dominguez |
| Presenter: Serafin Alonso |
Session: 2 |
|
|
Reinforcement Learning Approach for Multi-period Inventory with Stochastic Demand
|
| Manoj Shakya, Huey Yuen Ng, Darrell Joshua Ong, Bu-Sung Lee |
| Presenter: Manoj Shakya |
Session: 35 |
|
|
Route Scheduling System for multiple self-driving cars using K-means and bio-inspired algorithms
|
| Clenio E. Silva, Tiago S. César, Junior A. R. Silva, Iago P. Gomes, Denis F. Wolf, Raulcézar Alves, Jefferson R. Souza |
| Presenter: Clenio E. Silva |
Session: 42 |
|
|
SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture
|
| Aristeidis Karras, Christos Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas |
| Presenter: Christos Karras |
Session: 24 |
|
|
Semantic Segmentation of Diabetic Retinopathy Lesions, using a UNET with Pretrained Encoder
|
| Dimitrios Theodoropoulos, Georgios Manikis, Kostantinos Marias, Giorgos Papadourakis |
| Presenter: Dimitrios Theodoropoulos |
Session: 34 |
|
|
Sentiment Analysis on COVID-19 Twitter Data: A Sentiment Timeline
|
| Makrina Karagkiozidou, Paraskevas Koukaras, Christos Tjortjis |
| Presenter: Makrina Karagkiozidou |
Session: 6 |
|
|
Simulating Blockchain Consensus Protocols In Julia: Proof of Work vs Proof of Stake
|
| Georgios Drakopoulos, Eleanna Kafeza, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas |
| Presenter: Georgios Drakopoulos |
Session: 38 |
|
|
SNNs Model Analyzing and Visualizing Experimentation using RAVSim
|
| Sanaullah, Shamini Koravuna, Ulrich Rückert, Thorsten Jungeblut |
| Presenter: Sanaullah |
Session: 36 |
|
|
Social Media Sentiment Analysis Related to COVID-19 Vaccines: Case studies in English and Greek language
|
| Evridiki Kapoteli, Paraskevas Koukaras, Christos Tjortjis |
| Presenter: Evridiki Kapoteli |
Session: 6 |
|
|
Speech Emotion Recognition from Earnings Conference Calls in Predicting Corporate Financial Distress
|
| Petr Hajek |
| Presenter: Petr Hajek |
Session: 40 |
|
|
State-of-the-art in Community Detection in Temporal Networks
|
| Kostas Christopoulos, Kostas Tsichlas |
| Presenter: Kostas Tsichlas |
Session: 38 |
|
|
Supporting Patient Nutrition in Critical Care Units
|
| Kamran Soomro, Elias Pimenidis, Chris McWilliams |
| Presenter: Kamran Soomro |
Session: 36 |
|
|
Synopsis of Video Files Using Neural Networks
|
| Georgi Kostadinov |
| Presenter: Georgi Kostadinov |
Session: 5 |
|
|
Text Analysis for COVID-19 Tweets
|
| Panagiotis Theocharopoulos, Anastasia Tsoukala, Spiros Georgakopoulos, Sotiris Tasoulis, Vassilis Plagianakos |
| Presenter: Panagiotis Theocharopoulos |
Session: 36 |
|
|
The Bonsai Hypothesis: an Efficient Network Pruning Technique
|
| Yasuaki Ito, Koji Nakano, Akihiko Kasagi |
| Presenter: Yasuaki Ito |
Session: 27 |
|
|
The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search
|
| George Kyriakides, Konstantinos Margaritis |
| Presenter: George Kyriakides |
Session: 23 |
|
|
The generalization of selection of an appropriate Artificial Neural Network to assess the effort and costs of software projects
|
| Dragica Rankovic, Nevena Rankovic, Mirjana Ivanovic, Ljubomir Lazic |
| Presenter: Mirjana Ivanovic |
Session: 8 |
|
|
The Neocortex-Inspired Locally Recurrent Neural Network (NILRNN) as a Model of the Primary Visual Cortex
|
| Franz A. Van-Horenbeke Echevarria, Angelika Peer |
| Presenter: Franz A. Van-Horenbeke Echevarria |
Session: 35 |
|
|
The use of robotics in critical use cases: the 5G-ERA Project solution
|
| Christina Lessi, George Agapiou, Marios Sophocleous, Ioannis Chochliouros, Renxi Qiu, Stelios Androulidakis |
| Presenter: Christina Lessi |
Session: 9 |
|
|
Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models
|
| Morgan Byers, Lee Hinkle, Vangelis Metsis |
| Presenter: Morgan Byers |
Session: 16 |
|
|
Towards Semantic Modeling and Simulation of Cybersecurity on the Internet of Underwater Things
|
| Stavros Stavrinos, Konstantinos Kotis, Christos Kalloniatis |
| Presenter: Stavros Stavrinos |
Session: 44 |
|
|
Towards using Reinforcement Learning for Autonomous Docking of Unmanned Surface Vehicles
|
| Martin Holen, Else-Line Malene Ruud, Narada Dilp Warakagoda, Morten Goodwin, Paal Engelstad, Kristian Muri Knausgård |
| Presenter: Martin Holen |
Session: 18 |
|
|
Trade between population size and mutation rate for GAAM (genetic algorithm with aggressive mutation) for feature selection
|
| Marc Chevallier, Nistor Grozavu, Faouzi Boufarès, nicoleta rogovschi, charly clairmont |
| Presenter: Marc Chevallier |
Session: 17 |
|
|
TraderNet-CR: Cryptocurrency Trading with Deep Reinforcement Learning
|
| Vasileios Kochliaridis, Eleftherios Kouloumpris, Ioannis Vlahavas |
| Presenter: Vasileios Kochliaridis |
Session: 27 |
|
|
Transfer Learning for Predicting Gene Regulatory Effects of Chemicals
|
| Bahattin Can Maral, Mehmet Tan |
| Presenter: Bahattin Can Maral |
Session: 16 |
|
|
Transfer Learning with Jukebox for Music Source Separation
|
| Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik |
| Presenter: Andrew Melnik |
Session: 24 |
|
|
Transformer-based Zero-Shot Detection via Contrastive Learning
|
| Wei Liu, Hui Chen, Yongqiang Ma, Jianji Wang, Nanning Zheng |
| Presenter: Wei Liu |
Session: 27 |
|
|
Trend and Seasonality Elimination from Relational Data
|
| Jan Motl, Pavel Kordík |
| Presenter: Jan Motl |
Session: 2 |
|
|
TrojanDroid: Android malware detection for Trojan discovery using convolutional neural networks
|
| Saeed Seraj, Michalis Pavlidis, Nikolaos Polatidis |
| Presenter: Saeed Seraj |
Session: 5 |
|
|
Unsupervised Multi-Sensor Anomaly Localization with Explainable AI
|
| Mina Ameli, Viktor Pfanschilling, Anar Amirli, Wolfgang Maaß, Kristian Kersting |
| Presenter: Mina Ameli |
Session: 32 |
|
|
Using a deep neural network in a relative risk model to estimate vaccination protection for COVID-19
|
| Roman Neruda, Gabriela Suchopárová, Petra Vidnerová, Martin Šmíd |
| Presenter: Gabriela Suchopárová |
Session: 34 |
|
|
When Domain Adaptation Meets Semi-Supervised Learning Through Optimal Transport
|
| Mourad El Hamri, Younès Bennani, Issam Falih |
| Presenter: Mourad El Hamri |
Session: 7 |
|