Paper List

Paper List

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

Skip to content