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ORCIDPCI 2024: Athens, Greece
- Nikitas N. Karanikolas, Iraklis Varlamis, Kyriakos N. Sgarbas, Dimitris Kalles, Ioannis Voyiatzis:
Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics, PCI 2024, AthensGreece, December 13-15, 2024. ACM 2024, ISBN 979-8-4007-1317-0
Natural Language Processing and LLMs
- Mara Mendes
, Mohsan Ali, Yannis Charalabidis:
Analyzing the Freedom of Information Requests Using Topic Modeling: Towards User-driven Open Government Data Ecosystems. 1-10 - Konstantinos Kyritsis, Isidoros Perikos, Charalampos M. Liapis, Vaggelis Kapoulas, Michael Paraskevas:
Analysis of the Performance of Transformers and Ensemble Schemes for Twitter US Airlines Sentiment Analysis. 11-15 - Mohsan Ali, Nina Giallousi, Alexandros Melidis, Charalampos Alexopoulos, Yannis Charalabidis:
GlossAPI: Architecturing the Greek Data Pile for LLM development. 16-25 - Ioannis Maslaris, Areti Karamanou, Evangelos Kalampokis, Konstantinos A. Tarabanis:
Evaluating Large Language Models in Interaction with Open Government Data. 26-33 - Fotios K. Panagiotopoulos, Vassilios Chatzis:
The Role of ChatGPT in Modern Human Resource Management: A Decision Support Perspective for Human Resource Allocation Problems. 34-39 - Charalampos M. Liapis, Isidoros Perikos, Konstantinos Kyritsis, Vaggelis Kapoulas, Michael Paraskevas:
A Convolutionaly-Informed XLM-RoBERTa for Classifying Short Text Inquires in Greek School Network. 40-45 - Ilias Zosimadis, Ioannis Stamelos:
LLM-Enhanced Test Case Prioritization for Complex Software Systems. 46-50 - Nikos Karousos, George Vorvilas, Despoina Pantazi, Vassilios S. Verykios:
Summarizing University Students? Qualitative Feedback on Online Exams: A Microservice-Oriented Approach. 51-56 - Orestis Nikologiannis, Ioannis Tsampos, Emmanouil I. Marakakis:
An Intelligent Chatbot in Greek Using Machine Learning Technology. 57-62
Security and Networks
- Asimina Tsouplaki, Christos Kalloniatis:
From Exposure to Expertise: Enhancing Cybersecurity Training in the Internet of Cloud (IoC). 63-69 - Arne Roar Nygård, Sokratis K. Katsikas:
Digital supply chain security for power sector operators in the light of the new EU directives and regulation. 70-80 - Ioannis Glykos, Dimitrios Loukatos, Antonios Papangelis, Nikolaos Androulidakis, Konstantinos Arvanitis:
A scalable, flexible, low cost and secure architectural framework for greenhouse IoT. 81-88 - Theodoros Rizos, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios:
Building a Real Live Video Streaming System Using Ephemeral Infrastructure. 89-94 - Konstantinos Mavrommatis:
A new and innovator method of designing a fiber optic network for the extension of the local area network of a building. 95-99 - Georgios Gerontakis, Panayiotis Yannakopoulos, Ioannis Voyiatzis:
From Vulnerability to Verification: Building a Tool to Remotely Test Windows Hello PIN Security on systems without TPM. 100-106 - Anastasios Vetsos, Dimitrios Uzunidis, Pericles Papadopoulos, Panagiotis Karkazis:
Comparative analysis of three opensource 5G simulation tools. 107-113 - Konstantinos Mavrommatis:
A new approach of achieving the safety of railways using fiber optics for data transmission and monitoring. 114-117 - Yannis C. Stamatiou, Constantinos Halkiopoulos, Hera Antonopoulou, Maria Rigou:
A Proposal for an Open, Secure and Flexible Platform for Smart, Cross-border, Municipality Services. 118-126 - Dimitris Koutras, Giorgos Dimitrakopoulos, Vangelis Malamas, Panayiotis Kotzanikolaou, Christos Douligeris:
Comparative Analysis and Implementation of HTTP3, MQTT, and CoAP for IoT Applications. 127-132
Hardware and Systems
- George Kranas, Kosmas Kariotis, Antonios N. Dadaliaris, George I. Stamoulis, Athanasios Kakarountas:
Transforming Synthesized Netlists into a Feasible & Compliant Functional Bookshelf Format. 133-137 - Spyridon Saridakis, Panagiotis Arkoulis, Marios Kaminaris, Markos Pantelidakis, Christos Mourgelas, Ioannis Voyiatzis:
Black Box for Drones: An Approach to Reliable Flight Data Logging. 138-142 - Antonios Andreatos:
Using ChatGPT for developing and simulating a circuit in VHDL. 143-147 - Maria Polychronaki, Ioannis Christidis, Michael G. Xevgenis, Dimitrios G. Kogias, Helen C. Leligou:
My University Studies (M.U.St): An Academic Proof of Concept for the Web3.0. 148-154 - Chryso Kavallari, Loukis Euripidis:
The Impact of COVID-19 on Government Digital Transformation from a Resource-based Perspective - The case of the Greek Ministry of Education. 155-161 - Antigoni Panagiotopoulou, Dimitrios Rimpas, Andreas E. Papadakis:
Data Modelling and Prediction of OBD-II Time Series using ARIMA. 162-167 - Eleftherios Batzolis, Dimitris Karampatzakis:
Accelerating Edge Intelligence: Challenges and Future Directions in Hardware-Driven Machine Learning. 168-173
Human Interaction and Visualization
- Despoina Moukanou, George E. Raptis, Christos Katsanos:
Challenges in Transitioning from Desktop 3D to Extended Reality Space: The Case of a Virtual Museum Application. 174-179 - Andreas Komninos, Ioulia Simou, John D. Garofalakis:
Towards Psycho-Cognitive Modelling of Mobile Text Entry Behaviour. 180-185 - Ioulia Simou, Andreas Komninos, John D. Garofalakis:
Validating State-of-the-Art Virtual Keyboard Simulators with Empirical Data. 186-191 - Sofia Kyratzi, Alexander Agathos, Philip N. Azariadis:
Feature Reconstruction from Point Clouds using Creo Parametric Toolkit API. 192-198 - Andreas Kousoulos, Angelos Fotopoulos, Dimosthenis Minas, Michalis Xenos:
Exploring UAV Interfaces: An Eye-Tracking Study on Novice and Experienced Users. 199-204 - Marinos Kouvaras, Christos Sardianos:
Air traffic information aggregation using satellite and remote sensor data with interactive planning capabilities using crowdsourcing. 205-210 - Eirini Ioannidou, Rafail Promikyridis, Efthimios Tambouris:
Legal and Ethical Issues Arising from the Use of Chatbots in Public Administration. 211-215
Algorithms & Data Structures
- George Tzelalis, Ioannis Refanidis:
Towards Optimizing Fuel Consumption in Railways: A Generic Greedy Approach in Continuous Space. 216-222 - Ioannis Kwnsantinos Galanakis, Nikitas Karanikolas, Athanasios Voulodimos, Ioannis Voyiatzis:
A Novel Algorithm for Predicting Human Behaviors through a Holistic Model Pose Analysis. 223-230 - Anastasios Manos, Despina Elizabeth Filippidou, Nikolaos Pavlidis, Georgios Vachtanidis, Georgios Karanasios, Ioannis Mallidis, Orestis Tsolakis, Georgia Ayfantopoulou:
A real world case study on sales prediction using Artificial Intelligence. 231-236 - Panagiotis Giannopoulos, Vangelis Malamas, Thomas K. Dasaklis:
Integration of Evolutionary Algorithms and Machine Learning techniques in routing-related problems: A review. 237-243 - Panagiotis Filippakis, Stefanos Ougiaroglou:
Condensing multi-label data based on Clustering. 244-249 - Panagiotis Giannopoulos, Gregory Chondrokoukis, Thomas K. Dasaklis:
Hybrid Differential Evolution Algorithm Integrating Operations Research and Reinforcement Learning approaches. 250-256 - Konstantinos Papapostolou, Vassilis Kapsalis:
Development of a Smart Electric Vehicle Charging Station Management System. 257-263
Business and Applications
- Theodora Kremantala, Stefanos Balaskas, Maria Rigou:
Understanding User Attention and Engagement in Digital Marketing: An Eye-Tracking Analysis of Native Advertisements. 264-268 - Dimitrios Antoniadis, Panagiotis Giannopoulos, Vangelis Malamas, Panos T. Chountalas, Yannis A. Pollalis, Thomas K. Dasaklis:
The Integration of Artificial Intelligence, Big Data, and IoT in E-Recruitment and Selection: A Systematic Review. 269-274 - Ilias Tzimas, Christos Katsanos:
Do Potential Issues Reported by Automated Tools Affect Guideline-based Web Accessibility Evaluation? A Case Study on Greek Public Hospitals. 275-280 - Konstantinos Kalodanis, Panagiotis Rizomiliotis, Georgios Feretzakis, Dimitrios Kalles, Vassilios S. Verykios, Dimosthenis Anagnostopoulos:
Enhancing Transparency in Large Language Models to Meet EU AI Act Requirements. 281-286
Learning Technologies
- Christina Antoniou, Nick Bassiliades:
Utilizing LLMs and ontologies to query educational knowledge graphs. 287-295 - Evgenia Gkini, Panagiotis Tsaousis, Cleo Sgouropoulou, Ioannis Voyiatzis:
Enhancing Informatics Education Through a Serious Game: Design, Development, and Pedagogical Impact. 296-300 - Stella Menziltsidou, Evaggelia Tsiomi, Efi Vasiloudi, Andromachi Nanou, Dimitris Karampatzakis:
Designing Inclusive Coding Display Cards for Micro: bit. 301-306 - Maria Koutroumani, Stefanos Balaskas, Maria Rigou:
Learning through Gamification as perceived by Educators: A Survey-based Analysis of Affecting and Mediating Factors using SEM. 307-314 - Manos Garefalakis, Zacharias Kamarianakis, Spyros Panagiotakis:
Remote Laboratory for developing an IoT system. 315-323
Data Mining and Information Retrieval
- Dimitris Zeginis, Evangelos Kalampokis, Konstantinos A. Tarabanis:
Applying an ontology-aware zero-shot LLM prompting approach for information extraction in Greek: the case of DIAVGEIA gov gr. 324-330 - Alexandros Marios Remountakis, Vassilios Tampakas:
Beyond Upvotes: A New Approach to Measuring Influence on Reddit. 331-336 - Margarita Gerochristou, Apostolos Papadopoulos:
Top-k Butterfly Detection in Probabilistic Networks. 337-344 - Paraskevi Tsoutsa, Konstantinos Solomos, Panos Fitsilis, Vyron Damasiotis:
Financial and Accounting Dictionaries for Text Mining. 345-350 - Nikitas N. Karanikolas, Mateusz Zywczak:
Comparison of a Semi-Automatically Generated and a Manually Created Linguistic Rule-Based Stemmer for Polish by a Polish Native Speaker. 351-357 - Rozita Tsoni, Maria Tolika, Dimitrios Karapiperis, Vassilios S. Verykios:
From Volunteers to Voters: Machine Learning Insights into Citizen Engagement. 358-363
Distributed and Cloud Computing
- Iosif Nassar Kyriakidis, Charalampos Athanasios Papastamatiou, Elissaios Dionysios Patsis, Panayiotis Yannakopoulos, Ioannis Voyiatzis:
Smart Cities Powered by Blockchain: Building the Foundation. 364-369 - Ioannis Ioannidis, Apostolos Anagnostopoulos, Basilis Mamalis:
Smart Forest Fire Monitoring and Detection System using Microservices and Container-based Virtualization. 370-376 - Emmanouil Karantoumanis, Nikolaos Ploskas:
Optimizing concentrated solar power plants using adaptive sampling-based derivative-free algorithms. 377-382 - Georgios Kalogeras, Michalis Papazekos, Vassilios Tampakas:
Distributed Computing at the Edge: A Modular Small-Scale Architecture for Smart Grid Energy Systems. 383-389 - Vassilios Tsakanikas, Petros Potsikas, Vassilios Tampakas:
From Tweets to Communities: Graph Reasoning Techniques for Twitter Analysis. 390-395
Bioinformatics and Computational Biology
- Georgios Fevgas, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis:
Water Stress Detection in Indoor Farming using Thermal Infrared Imaging. 396-399 - Elpiniki Papageorgiou, Anna Feleki, Nikolaos I. Papandrianos, Ioannis D. Apostolopoulos, Konstantinos Papageorgiou, Nikolaos D. Papathanasiou, Dimitrios J. Apostolopoulos:
Multimodal Diagnosis using Deep Fuzzy Cognitive Map with Extreme Learning Machine Integrated into a Medical Decision Support System for Coronary Artery Disease and Non-Small Cell Lung Cancer Detection. 400-406 - Theofanis Aravanis, Grigorios Chrimatopoulos, Michalis Xenos, Efstratios Emmanouil Tzirtzilakis:
Machine Learning-Based Geometric Interpolation for Fluid-Flow Modelling. 407-412 - Dimitrios Karapiperis, Georgios Feretzakis, Dimitris Kalles, Vassilios S. Verykios:
Optimizing Sample Size in Machine Learning: Balancing Complexity and Generalization. 413-418
Artificial Intelligence and Machine Learning
- Ioanna Kechagia, Athanasios Kakarountas:
Artificial Intelligence in Property Valuation: Exploring Market Dynamics and Influential Factors. 419-423 - Petros Brimos, Evangelos Kalampokis, Konstantinos A. Tarabanis:
Pre-trained Time Series Foundation Models for Traffic Flow Prediction Using Open Government Data: The case of Attica traffic OGD. 424-430 - Fotios Roumpies, Georgios P. Spathoulas, Athanasios Kakarountas:
Synthetically Generated Media, types, detection, and the threat they lurk for users, state and private actors. 431-436 - Constantinos Djouvas, Antonis Charalampous, Christos Christodoulou, Nicolas Tsapatsoulis:
LLMs are not for everything: A Dataset and Comparative Study on Argument Strength Classification. 437-443 - Fotios Paparounas, Vasileios Christofas, Petros Amanatidis, Dimitris Karampatzakis, Thomas Lagkas:
Evaluating Knowledge Distillation and Compression Techniques for Edge Class Devices. 444-449 - Christos Kampouris, Philip N. Azariadis:
Evaluating the precision of AI-automated stand2squatAI_biorig app against video recording and stopwatch timing. 450-457 - Nikolaos Androulidakis, Maria Kondoyanni, Dimitrios Loukatos, Emmanouil Psomiadis, Konstantinos G. Arvanitis:
Exploiting an Easy to Use Machine Learning Platform to Improve the Harvesting Efficiency in Orchards: Preliminary Results. 458-463 - Theodoros Mavrovitis, Ioannis Refanidis:
Creation of knowledge graph from free text using Neo4j and Stanza: An application in machine translation from English to Spanish. 464-470 - Panos Fitsilis, Paraskevi Tsoutsa, Vyron Damasiotis, Vasileios Kyriatzis:
Revealing Key Trends in Industry 5.0 Using Advanced AI Techniques. 471-477 - Ioannis Konstantoulas, Iliana Loi, Kyriakos N. Sgarbas, Apostolos Gkamas, Christos Bouras:
A Deep Learning Approach to User Allocation in a 5th Generation Network. 478-482
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