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15th IISA 2024: Chania Crete, Greece
- Nikolaos G. Bourbakis, George A. Tsihrintzis, Maria Virvou:
15th International Conference on Information, Intelligence, Systems & Applications, IISA 2024, Chania Crete, Greece, July 17-19, 2024. IEEE 2024, ISBN 979-8-3503-6883-3 - Regina Anne DJ. Santos, Geoffrey A. Solano, Zachary B. Lara:
A Web-Based Network Analysis Tool for the Metaganomic Analysis of Resistomes. 1-7 - Hironori Washizaki, Nobukazu Yoshioka:
AI Engineering Continuum: Concept and Expected Foundation. 1-4 - Georgios P. Trachanas, Apostolos Arsenopoulos, Theodoros Tsalidis, Filippos Serepas, Ourania I. Markaki, Dimitrios Askounis:
A Multi-Criteria Decision Support Tool for the Evaluation of Energy Storage Systems: A Case Study in Battery Technology. 1-7 - Sokratis Divolis, Evangelos Spiliotis, Vangelis Marinakis, Andreas Stoimenidis:
A Holistic Framework for Evaluating Energy Performance and Indoor Environmental Quality in Cultural Heritage Buildings. 1-8 - Leonie Hallo, Caroline Rowe, Gergely Duh:
Metaverse vs Descartes: Free Will and Determinism All Over Again. 1-6 - Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitrios Dikeos, Maria Virvou, George A. Tsihrintzis:
Mathematical Representation of Memory and Schema for Improving Human-Generative AI Interactions. 1-5 - Lincoln Sherpa, Sima Attar-Khorasani, Rajasekar Sankar, Ralph Müller-Pfefferkorn, Siavash Ghiasvand:
KEENsight: Cloud Based Collaborative Environment for Streamlining Machine Learning Development. 1-8 - Evrydiki Vali-Sarafoglou, Konstantina Chrysafiadi:
TopMoviePicks: A Personalized Movie Recommendation System Based on TOPSIS. 1-8 - Ioannis Katsenos, Christos Pierrakeas:
A Methodology for Collecting, Processing and Validating Team Members' Contribution Data in the Academic Environment. 1-4 - Aristea Kontogianni, Efthimios Alepis:
AI in Smart Tourism: LLMs & GPTs Leading the Way. 1-8 - Alexandru Lavric, Cristian Patachia-Sultanoiu, Razvan Marius Mihai, Partemie-Marian Mutescu:
AI-Powered Spectrum Sensing Capabilities for Future Networks Beyond 5G. 1-7 - Umar Farooq, Aroosa Hameed, Aris Leivadeas, Ioannis Lambadaris:
Deep Learning-Based Anomaly Detection in 5G Cellular Networks. 1-8 - Sarahana Shrestha
, Isabele Bittencourt, Aparna S. Varde
AI-Based Modeling for Textual Data on Solar Policies in Smart Energy Applications. 1-8 - Emmanouil Sermpezis, Dimitrios Karapiperis, Christos Tjortjis:
Integration of Security in the DevOps Methodology. 1-6 - Theofanis Aravanis, Grigorios Chrimatopoulos, Michalis Xenos, Efstratios Emmanouil Tzirtzilakis:
Machine-Learning Modelling of a Fluid Flow in a Two-Dimensional Channel. 1-8 - Theodoros Tziolas, Elpiniki Papageorgiou, Konstantinos Papageorgiou, Georgios Zardas, Alexios Lekidis, Papazoglou Panagiotis:
Applying LSTM for River's Water Level Forecasting as Potential Flood Indication: A Case Study in Greece. 1-5 - Dimitris Tsoukalos, Anastasios Giannaros, Konstantinos I. Kotsopoulos, Dimitrios Tsolis:
An Innovative Information System for Supporting Management and AR Visits in Cultural Tourism Points of Interest. 1-4 - Maria Virvou, George A. Tsihrintzis:
Impact of Consequenses on Human Trust Dynamics in Artificial Intelligence Responses. 1-6 - Papantoniou Lampros, Voyiatzaki Eleni, Hatzilygeroudis Ioannis:
Content Creation for Touristic Portals Using ChatGPT. 1-6 - Tselepatiotis Michail, Efthimios Alepis:
Adaptive Learning in Mobile Serious Games: A Personalized Approach Using AI for General Knowledge Quizzes. 1-8 - Ioannis Papagiannopoulos, Christos Ntanos, Sotiris Pelekis, Alexandros Menelaos Tzortzis, Hercules Koutalidis, Evangelos Karakolis, Georgios Kormpakis, Eugenia Skepetari, Ariadni Michalitsi-Psarrou, Afroditi Blika, Dimitris Askounis:
Enhancing Green Financing Through AI Analytics and Cross-Domain Data Sharing. 1-11 - George A. Thomopoulos, Panagiota Kiortsi, Damianos Dumi Sigalas, Dimitris Kosmopoulos, Ioannis Igglezakis
Developing an Anti -Phishing Large Language Model: A Focus Group Study on Human, Technological, and Legal Factors. 1-8 - Michail Loufakis, Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas:
Improving Active Face Recognition using Multi-Task Learning. 1-6 - Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas, Evangelos Marinakis:
A Web-Based Decision Support Tool for Efficiently Monitoring and Upgrading HVAC Systems. 1-7 - Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas:
Enhancing Occupancy Detection Through IoT: A Comparative Analysis of Classifiers. 1-4 - Nilton R. Assis, Bruno G. Batista:
eCattle: A Platform for Traceability and Management of Livestock Transactions Using Smart Contracts. 1-9 - C. Lee, D. Seok, D. Kim, J. Ko, M. Kim:
Reliability of CNN-Based No-Reference Video Quality Metrics. 1-4 - Andreas Polydoropoulos, Fotios Nestoras, Peter P. Groumpos:
Enhancing Efficiency and Quality of Services in the Public Service Sector of a Smart City, Through State Fuzzy Cognitive Maps. 1-7 - Vasileios Triantafyllou, Dimitrios Tsolis:
Towards an Automated Cultural Heritage Data Processing and Publishing Pipeline. 1-8 - Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos D. Papandrianos, Elpiniki I. Papageorgiou:
Investigating the Agreement with Human Readers and Generalisation Capabilities of a Transfer Learning Approach for Predicting the Malignancy of Solitary Pulmonary Nodules in CT Screening. 1-6 - Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelia-Aikaterini Tsichrintzi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou:
LYRICEL: A Rule-Augmented Artificial Intelligence-Empowered Cultural E-Learning with GPT and Machine Learning for Song Lyrics. 1-5 - Emmanouil Bakiris, Charalampos Konstantopoulos:
Clustered-NSGA-II+: A Multi-Objective Evolutionary Genetic Algorithm for Solving the Ride-Sharing Problem with the Same Destination. 1-8 - Maria Virvou, George A. Tsihrintzis:
Artificial Intelligence Chatbots and Social Robots in Education: FEPER Framework for Efficiency, Pedagogical and Ethical Requirements. 1-8 - Alessandro Pracucci
Utilizing Extended Digital Twin to Enable Interactive Business Intelligence Services in Prefabricated Building Components Manufacturing Facilities. 1-8 - Dimitrios Meimetis, Ioannis Daramouskas, Vaios Lappas, Isidoros Perikos, Vaggelis Kapoulas, Michael Paraskevas:
Implementing a Robust and Scalable Detect-and-Avoid Algorithm for UAV Navigation in ROS. 1-4 - Stella Pantopoulou, Maria Pantopoulou, Konstantinos Prantikos, Alexander Hefeitz, Lefteri H. Tsoukalas:
Monitoring of Flow Rate Measurements Using LSTM Autoencoder. 1-4 - Evgenia Paxinou, Georgios Feretzakis, Rozita Tsoni, Dimitrios Karapiperis, Dimitrios Kalles, Vassilios S. Verykios:
Decoding Students' Paths in Moodle to Distill Significance of Learning Resources. 1-8 - Evandro Luis Fensterseifer Filho, Joaquim V. C. Assunção, Lisandra M. Fontoura:
Developer-Centric Task Allocation: An Intelligent Approach for Enhanced Software Productivity. 1-8 - Evi Makri, Eleni Kanellou, Nikolai Jacobi, Alexandors Nikas, Haris Ch. Doukas:
Assessing the Impact of Circular Economy Projects: The DEFINITE-CCRI Approach. 1-10 - Gregory Koronakos, Dimitris Apostolou, Yiannis Verginadis, Andreas Tsagkaropoulos, Ioannis Patiniotakis, Gregoris Mentzas:
Evaluation of Cloud Continuum Computing Resources: A Mathematical Programming Approach. 1-5 - Leslie Miller, Glen S. Uehara, Andreas Spanias:
Image Fusion and Quantum Machine Learning for Remote Sensing Applications. 1-8 - Dimitrios Zarkadoulas, Maria Virvou:
Mathematics Anxiety and the Mozart Effect. A Comparative Study on Emotional Intelligence in Mathematics E-Learning Among Music and General Education Students. 1-9 - George Davoulos, Iro Lalakou, Ioannis Hatzilygeroudis:
Recognition of Dog Motion States: Ensemble vs Deep Learning Models. 1-8 - Athanasios Fevgas, John A. Korinthios, Panagiota E. Tsompanopoulou, Nikolaos Frangogiannis, Pelopidas Tsoumanis, Georgios Ioannis Paliaroutis, Alexandra Takou, Georgios I. Stamoulis:
Power Consumption Assessment of Telecommunication Base Stations Harnessing Prototype Energy Models. 1-8 - Gerasimos Vonitsanos, Andreas Kanavos, Foteini Grivokostopoulou, Spyros Sioutas:
Optimized Price Prediction of Cryptocurrencies using Deep Learning on High-Volume Time Series Data. 1-8 - Sofia Mulero-Palencia
A Smart Toolbox for the Digital Transformation of Buildings. 1-6 - Natalia D. Spyropoulou, Chara Tapeinou, Achilles D. Kameas, Georgia Sakellaropoulou:
Transforming Competence Frameworks into Practice: A Methodological Guide to Online Course Development for Educator Competence Enhancement. 1-4 - Ioannis Gkini, Griseld Gkini, Dimitrios Tsipianitis, Georgios Mandellos:
Smart Recycling Bin Based on Machine Learning and Multi Sensoring. 1-8 - Víctor Fernández-Cervantes, Eleni Stroulia:
Virtual-GymVR: A Virtual Reality Platform for Personalized Exergames. 1-6 - Filippos Iakovidis, Leonidas Akritidis, Panayiotis Bozanis:
Effective Early Polyp Detection from Medical Images with YOLO-V7. 1-7 - George Vorvilas, Despoina Pantazi, Evgenia Paxinou, Georgios Feretzakis, Dimitrios Kalles, Achilles Kameas, Nikos Karousos, Vassilios S. Verykios:
An Automated Text Summarization Approach for Open-ended Responses in Student Online Surveys. 1-7 - Francesco Gargiulo, Gabriella Gigante, Oriol Bracons Escarré, Tomás de Urrengoechea Cantavenera:
SESAR GEESE Project Validation with CIRA Multi-Agent Simulation Facility: Preliminary Study. 1-8 - Ioanna Andreoulaki, Daniela Stoian, Aikaterini Papapostolou, Andriana Stavrakaki, Vangelis Marinakis:
A Decision Support Tool for Aggregation and Prioritisation of Energy Efficiency Investments in Buildings. 1-8 - Konstantinos Prantikos, Maria Pantopoulou, Stella Pantopoulou, Alexander Hefeitz, Lefteri H. Tsoukalas:
Benchmarking of Machine Learning Algorithms for Temperature Sensor Fault Time Series Classification. 1-4 - Pavlos Charonyktakis, Grigoris Antoniou, Marios Adamou, Michael Doyle, Sotiris Batsakis, Ioannis Tsamardinos:
AI-Based Suicide Risk Assessment. 1-4 - Evgenia Psarra, Dimitris Apostolou:
A Multi-Layer Perceptron Neural Network-based Access Control Mechanism to Breast Cancer Patients' Health Data. 1-4 - Nikos Tsolakis, Christoniki Maga-Nteve, Stefanos Vrochidis, Nick Bassiliades, Georgios Meditskos:
Enhancing Cardiac AI Explainability Through Ontology-Based Evaluation. 1-4 - Lady Edronalee J. Tavu, Geoffrey A. Solano, Zachary B. Lara:
Using Explainable Machine Learning and Integrons to Predict Antimicrobial Resistance in Common Infection-Causing Bacteria. 1-8 - Konstantinos Retsinas, Dimitrios Tsipianitis, George Souliotis:
An Analog Front-End for EEG Data Retrieval with High Noise Rejection. 1-8 - Agorastos-Dimitrios Samaras, Anna Feleki, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Konstantinos Kokkinos, Nikolaos I. Papandrianos:
Medical Decision Support System in Nuclear Medicine Diagnosis for Non-Small Cell Lung Cancer and Coronary Artery Disease: A First Stage Prototype. 1-8 - Athanasios Ioannis Arvanitidis, Carlos Faubel, Antonio Martinez-Molina, Miltiadis Alamaniotis:
Comparative Analysis of Artificial Intelligence Models for HVAC System Optimization in UNESCO Heritage Buildings. 1-6 - Nektarios Matsagkos, Eleni Kanellou, Afroditi Fragkiadaki, Vasilis Michalakopoulos, Vangelis Marinakis, Haris Ch. Doukas:
Democratise Energy Through Energy Activated Citizens and Data-Driven Communities: The ENPOWER Approach. 1-8 - Evangelos D. Spyrou, Vassilios Kappatos:
People Counting in Airports for COVID-19 Spreading Prevention using a Simple Computer Vision Algorithm. 1-5 - Natacha Targino, Damires Souza, Ana Carolina Salgado:
An Approach to Associate Provenance From ML Pipelines With Transparency and Accountability. 1-8 - Sotiris Batsakis, Bakhtiar Amen, Grigoris Antoniou, Steven Howard, Paul Rhys-Vivian, Gemma Gardner:
AI-Based Models for Predicting the Risk of Developing Diabetes. 1-4 - Natalia D. Spyropoulou, Rozalia Kalantzi, Achilles D. Kameas, Iosif Fragkoulis, Theodora Papageorgiou:
Mentoring Mastery: Methodological Strategies for Adult Trainer Empowerment in DigComp Framework Application. 1-4 - Panteleimon Krasadakis, Vassilios S. Verykios, Evangelos Sakkopoulos:
A Survey on Algorithms and Software for the Frequent Itemset Hiding Problem. 1-8 - Christoforos-Nikitas Kasimatis, Dimitris Apostolou, Aspasia Efthimiadou, Gregoris Mentzas:
Agricultural Product Traceability Using Blockchain-Based Digital Product Passports. 1-8 - Steve Lévesque, Xiaoang Zheng, John Violos, Aris Leivadeas, Matthias Falkner:
An Incremental Learning Assurance Approach for Intent Based Networking Enabled Data Centers. 1-4 - Jyoti Yadav
Audiovisual Multimodal Cough Data Analysis for Tuberculosis Detection. 1-8 - Aristotle Matakias, Dionisios N. Sotiropoulos:
A Comparative Study of Face Morphing Algorithms. 1-8 - Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas:
Enhancing Predictive Maintenance with Interpretable AutoML: A Case Study on Detecting Ball-Bearing Faults Using IoT Data. 1-4 - Theresia El Khoury
Applicability Filtering Model for S1000D Documents Using AND/OR Trees. 1-4 - D. Tummala, S. Vemula, V. Yamalanchili, C. C. Venigalla, M. Veerepalli, N. Bourbakis:
Smart Garbage Separators: A Comparative Evaluation. 1-9 - George Konstantopoulos
A Multi-Criteria Decision Analysis Tool to Support Participatory Ranking of Regional Energy Priorities Under the EE1st Principle. 1-6 - Anastasios Vafeidis, Maria Tzelepi, Anastasios Tefas:
Anchored Input-Output Encoding for Improving the Performance of Temporal Convolutional Networks. 1-4 - Vasilis-Angelos Stefanidis, Yiannis Verginadis, Gregoris Mentzas:
Federated Learning in Multi Clouds and resources constraint devices at the Edge. 1-8 - Maria Filippou, Dimitrios Tsipianitis:
Real-Time Monitoring for an IoT-Based Aquatic Microecosystem. 1-7 - Iason C. Dimitriou, Georgios P. Trachanas, Apostolos Arsenopoulos, Elissaios Sarmas:
Future Heat Risk Index: The Case of Attica Regions, Greece. 1-7 - David Ramirez, Deep Pujara, Cihan Tepedelenlioglu, Devarajan Srinivasan, Andreas Spanias:
Infrared Computer Vision for Utility-Scale Photovoltaic Array Inspection. 1-4 - Andreas M. Triantafyllou, George A. Tsihrintzis:
GRoup AFFEct Recognition: The Side of Heartbeats. 1-6 - George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou:
Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT. 1-10 - Sai Nikhila Kanigiri, Chachi Mekuriyaw, Garrett Goodman, Michail S. Alexiou:
Analyzing the Impact of Preprocessing Techniques on the Efficiency and Accuracy of Sentiment Classification Algorithms. 1-8 - Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis:
Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs. 1-9 - Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas:
Predictive Vigilance: Harnessing Internet of Things and Machine Learning for Smoke Detection. 1-4 - Michael Squire, Miltiadis Alamaniotis:
Intelligent Smoothing and Cumulative Sum Control Methods Applied to Signal Peak Detection in Gamma-Ray Measurements. 1-7 - Clara Pizzuti:
Evolutionary and Quantum Computing for Community Detection: A Survey. 1-8 - Ioana Ramona Martin, Tudor Cioara, Arcas Gabriel Ioan, Ionut Anghel, Massimo Bertoncini:
Knowledge Graph Model for Computing Continuum Over Smart Grid. 1-8 - Hercules Koutalidis, Sotiris Pelekis, Eugenia Skepetari, Christos Ntanos, Evangelos Karakolis, Alexandros Menelaos Tzortzis, Georgios Kormpakis, Ariadni Michalitsi-Psarrou, Ioannis Papagiannopoulos, Afroditi Blika, Dimitris Askounis:
Towards Innovative Power-to-Gas Investments in Greece: Novel Simulation Scenarios and Assessment Framework. 1-8 - Myrto M. Spatha, Dionisios N. Sotiropoulos:
"Transforming" Electricity Demand Prediction. 1-8 - Eleni Kanellou, Michaela Sarri, Konstantina Zoumpoulaki, Konstantinos Koasidis, Vaggelis Marinakis, Haris Ch. Doukas, Alexandros Nikas:
ESG Criteria in Investment Decision Making: Trends and Perspectives. 1-7 - Konstantinos Kyritsis, Charalampos M. Liapis, Nikolaos Spatiotis, Isidoros Perikos, Michael Paraskevas:
A Comparative Analysis of Transformer Models in Zero-Shot Text Classification. 1-4 - Sotiris Batsakis, Ilias Tachmazidis, Matthew Mantle, Nikolaos Papadakis, Grigoris Antoniou:
Model Checking with Large Language Models - Initial Experiments and Future Directions. 1-8 - Filippos Serepas, Ioannis Papias, Nikolaos Bellos, Vangelis Marinakis:
A Comprehensive Approach to Real-Time and Batch Processing for Energy-Efficient IoT Homes: Leveraging Lambda Architecture and Data Lakes. 1-6 - Georgios Feretzakis, Aikaterini Sakagianni, Evgenia Paxinou, Vassilios S. Verykios:
Integrating Cluster Analysis and Predictive Modeling for COVID-19 Treatment Outcomes: A Machine Learning Framework. 1-6 - Jeremy Wolfe, Clark Pfohl, Hariharan Subramanian, J. Sukarno Mertoguno, Michail S. Alexiou:
Recent Advancements in Search-Engine Algorithms for Efficiency, Privacy and Security. 1-6 - Evgenia Psarra, Dimitris Apostolou:
A Neural Network-Based Context Handling Mechanism for Accessing the Medical Information of Patients Suffering from Coronary Heart Disease. 1-6 - Zois Koukopoulos, Dimitrios Koukopoulos, Christos Fidas:
eXtended Reality Services for Outdoor Cultural Spaces: System Design and Evaluation Framework Using Unbiased Biometric Data. 1-8 - Susana Gutiérrez
Methodology for Assuring Interoperability in Demand-Response Services. 1-9 - Joshua Ramirez, Sara Ahmed, Miltiadis Alamaniotis:
Spot Price Prediction in Electricity Markets Using an Ensemble of Extreme Learning Machines. 1-4 - Apostolos Arsenopoulos, Efstathios Stamatopoulos, Panagiotis Samaras, Georgios Xexakis, John Psarras:
Spotlighting the Significance of the SRI Methodological Tailoring at Country Level: A Case Study in Greece. 1-8 - Smita Ghosh, Shiv Jhalani, CJ Oshiro:
Topic Modeling-Driven Feature Engineering to Enhance Clickbait Detection in Social Networks. 1-8 - Carmela Comito:
Polarization and Misinformation: Anticipating Early Signs of Potential Fake News on Social Media. 1-8 - Maria Tolika, Rozita Tsoni, Dimitrios Karapiperis, Vassilios S. Verykios:
Predicting Electoral Behavior from Homo Economicus in Contemporary Europe. 1-4 - Eduardo de Medeiros da Silveira, Joaquim Vinicius Carvalho Assunção:
qxSAX - An Adaptable Symbolic Aggregate Approximation for Class Balancing and Seamless Classification. 1-8 - Leonie Hallo, Myrto Dimitriou:
Identity and Digital Self-Representation in the Metaverse. 1-6 - Santosh Kumar Majhi, Preetipadma Sahani, Rosy Pradhan, Biswaranjan Acharya, Foteini Grivokostopoulou, Andreas Kanavos, Vassilis C. Gerogiannis:
Comparative Analysis of Movie Recommendation Systems Using Filtering Techniques on IMDB and Rotten Tomatoes. 1-8 - José L. Hernández, Serena Serroni, Stathis Stamatopoulos
Multi-Criteria Building Performance Assessment. 1-7
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