Home - Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops

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IFIP Titre Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops *Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Paulo Cortez*	Front Matter
5G for the Support of Smart Power Grids: Millisecond Level Precise Distributed Generation Monitoring and Real-Time Wide Area Monitoring Ioannis P. Chochliouros, Daniele Porcu, Dimitrios Brothimas, Nikolaos 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, Michalis Rantopoulos, Christina Lessi, Pavlos Lazaridis, Zaharias Zaharis, Anastasia S. Spiliopoulou	11-22
A 5G-Based Architecture for Localization Accuracy *Maria Belesioti, Kostas Tsagkaris, Aristotelis Margaris, Ioannis P. Chochliouros*	23-33
A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems *Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall*	34-43
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	44-52
Advancements in Edge Computing and Service Orchestration in Support of Advanced Surveillance Services Panagiotis Toumasis, Dimitris Apostolopoulos, Hercules Avramopoulos, Lukasz Lopacinski, Jesus Gutiérrez Teran, Anastasios Nanos, Yigal Leiba, Markos Anastasopoulos, Anna Tzanakaki, Ioanna Mesogiti, Eleni Theodoropoulou, Fotini Setaki, George Lyberopoulos, Francesca Moscateli, Konstantina Kanta, Giannis Giannoulis	53-60
AI-Driven Intent-Based Networking for 5G Enhanced Robot Autonomy *Marios Sophocleous, Christina Lessi, Zhao Xu, Jakub Špaňhel, Renxi Qiu, Adrian Lendinez, Ioannis Chondroulis, Ioannis Belikaidis*	61-70
Application of Mobile Networks (5G and Beyond) in Precision Agriculture *Lechosław Tomaszewski, Robert Kołakowski, Mirosław Zagórda*	71-86
Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry - Challenges and Solutions *Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Alexandros Tzoumas, Georgios Giannakopoulos, Christos-Antonios Gizelis, Michalis Kefalogiannis*	87-97
Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations *Ioannis Mallioras, Zaharias Zaharis, Pavlos Lazaridis, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Ioannis P. Chochliouros*	98-107
Efficient Data Management and Interoperability Middleware in Business-Oriented Smart Port Use Cases Achilleas Marinakis, Matilde Julian Segui, Andreu Belsa Pellicer, Carlos E. Palau, Christos-Antonios Gizelis, Anastasios Nikolakopoulos, Antonios Misargopoulos, Filippos Nikolopoulos-Gkamatsis, Michalis Kefalogiannis, Theodora Varvarigou, Konstantinos Nestorakis, Vrettos Moulos	108-119
Experimentation Scenarios for Machine Learning-Based Resource Management Alexandros Kostopoulos, Ioannis P. 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	120-133
Fundamental Features of the Smart5Grid Platform Towards Realizing 5G Implementation Ioannis P. 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 Batista, Elisavet Grigoriou, Georgios Ellinas, Lenos Hadjidemetriou, Dimitrios Brothimas, Ralitsa Rumenova, Athanasios Bachoumis, Anastasia S. Spiliopoulou, Michalis Rantopoulos, Christina Lessi, Dimitrios Arvanitozisis, Pavlos Lazaridis	134-147
The Use of Robotics in Critical Use Cases: The 5G-ERA Project Solution *Christina Lessi, George Agapiou, Marios Sophocleous, Ioannis P. Chochliouros, Renxi Qiu, Stelios Androulidakis*	148-155
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*	161-173
An Intelligent Grammar-Based Platform for RNA H-type Pseudoknot Prediction *Evangelos Makris, Angelos Kolaitis, Christos Andrikos, Vrettos Moulos, Panayiotis Tsanakas, Christos Pavlatos*	174-186
Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images *Georgia D. Liapi, Efthyvoulos Kyriacou, Christos P. Loizou, Andreas S. Panayides, Constantinos S. Pattichis, Andrew N. Nicolaides*	187-198
On the Reusability of ISIC Data for Training DL Classifiers Applied on Clinical Skin Images *Konstantinos Moutselos, Ilias Maglogiannis*	199-212
An Innovative Software Platform for Efficient Energy, Environmental and Cost Planning in Buildings Retrofitting *Andreas Seitaridis, Ioannis Mamounakis, Nikolas Tagkoulis, Petros Iliadis, Evangelos Bellos, Christos Papalexis, Vasileios Sougakis, Nikos Nikolopoulos*	217-228
Anomaly Detection in Small-Scale Industrial and Household Appliances Niccolò Zangrando, Sergio Herrera, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras	229-240
Chargym: An EV Charging Station Model for Controller Benchmarking *Georgios Karatzinis, Christos Korkas, Michalis Terzopoulos, Christos Tsaknakis, Aliki Stefanopoulou, Iakovos Michailidis, Elias B. Kosmatopoulos*	241-252
Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment *Asimina Dimara, Alkiviadis Kyrtsoglou, Iakovos Michailidis, Stelios Krinidis, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras*	253-264
Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation Iakovos Michailidis, Georgios Vougiatzis, Aliki Stefanopoulou, Asimina Dimara, Christos Korkas, Stelios Krinidis, Elias B. Kosmatopoulos, Dimosthenis Ioannidis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras	265-275
Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector *Aliki Stefanopoulou, Iakovos Michailidis, Asimina Dimara, Stelios Krinidis, Elias B. Kosmatopoulos, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras*	276-288
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	289-300
Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study *Petros Tzallas, Napoleon Bezas, Ioannis Moschos, Dimosthenis Ioannidis, Dimitrios Tzovaras*	301-313
An Overview of MCMC Methods: From Theory to Applications *Christos Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas*	319-332
Employing Natural Language Processing Techniques for Online Job Vacancies Classification *George Varelas, Dimitris Lagios, Spyros Ntouroukis, Panagiotis Zervas, Kenia Parsons, Giannis Tzimas*	333-344
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making *Christos Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas*	345-356
Simulating Blockchain Consensus Protocols in Julia: Proof of Work vs Proof of Stake *Georgios Drakopoulos, Eleanna Kafeza, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas*	357-369
State-of-the-Art in Community Detection in Temporal Networks *Kostas Christopoulos, Konstantinos Tsichlas*	370-381
CAIPI in Practice: Towards Explainable Interactive Medical Image Classification *Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid*	389-400
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, Philip Ulrich, Thanos Kosmidis, Joaquim Reis, Gabrielle Oestreicher, Markus Möhler, Ilias Kalamaras, Konstantinos Votis, Stefanos Venios, Maria Plakia, Sotiris Diamantopoulos	401-411
Monitoring Neurological Disorder Patients via Deep Learning Based Facial Expressions Analysis *Muhammad Munsif, Mohib Ullah, Bilal Ahmad, Muhammad Sajjad, Faouzi Alaya Cheikh*	412-423
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*	424-435
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*	436-447

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