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Scientific publications

Discover all HS4U scientific publications published so far below  !

Risk Assessment of COVID-19 Transmission on Cruise Ships Using Fuzzy Rules

Authors: G. Sovatzidi, G. Triantafyllou, G. Dimas, P.G. Kalozoumis, D. Drikakis, I.W. Kokkinakis, I.A. Markakis, C. Golna, and D.K. Iakovidis

This is a conference proceeding paper. It was presented during the Artificial Intelligence Applications and Innovations (AIAI) Conference in Corfu, Greece in June 2024

Sensor-based Fuzzy Inference of COVID-19 Transmission Risk in Cruise Ships

Authors: G. Triantafyllou, G. Sovatzidi, G. Dimas, P.G. Kalozoumis, D. Drikakis, I.W. Kokkinakis, I.A. Markakis, C. Golna, and D.K. Iakovidis

This is a conference proceeding paper. It was presented during the Medical Informatics Europe (MIE) Conference in Athens, Greece in August 2024

Fuzzy System for Norovirus Transmission Risk Assessment on Cruise Ships based on Sensor Data

Authors: G. Sovatzidi, G. Triantafyllou, D. K. Iakovidis

This is a conference proceeding paper. It was presented during the International Conference on Digital Data Processing (DDP) in Luton, UK in August 2025

A Smart Fuzzy Risk Assessment System for Epidemic Prevention on Cruise Ships

Authors: G. Triantafyllou, G. Sovatzidi, G. Dimas, P.G. Kalozoumis, and D.K. Iakovidis

This is an Open Access journal publication*

Reducing Uncertainty and Increasing Confidence in Unsupervised Learning

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Nicholas Christakis (University of Nicosia).

This is an Open Access journal publication*

On particle dispersion statistics using unsupervised learning and Gaussian mixture models

Authors: Nicholas Christakis (University of Crete),  Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5).

This is an Open Access journal publication*

Screening and early detection of communicable diseases on board cruise ships: an assessment of passengers’ preferences on technical solutions

Authors: Christina Golna, Ioannis Anestis Markakis, Chara Tzavara, Pavlos Golnas, Aikaterini Ntokou, Kyriakos Souliotis  (Health Policy Institute & Work Package leader in WP1, contributor in WP2, WP3, WP5)

This is an Open Access journal publication*

Unsupervised Learning of Particles Dispersion

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Nicholas Christakis (University of Nicosia).

This is an Open Access journal publication*

Comparison of super-resolution deep learning models for flow imaging

Authors: Filippos Sofos (University of Thessaly),  Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5), Ioannis William Kokkinakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5)

Accepted journal manuscript*

Sparsity and Mixing Effects in Deep Learning Predictions of Temperature and Humidity

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Ioannis William Kokkinakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5), Panagiotis Tirchas (University of Nicosia).

Accepted journal manuscript*

Advancing understanding of indoor conditions using artificial intelligence methods

Authors: Nicholas Christakis (University of Crete), Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Ioannis William Kokkinakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5).

Accepted journal manuscript*

Enhancing Indoor Temperature Mapping: High-Resolution Insights through Deep Learning and Computational Fluid Dynamics

Authors: Filippos Sofos (University of Thessaly), Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Ioannis William Kokkinakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5).

Accepted journal manuscript*

Ultra-scaled deep learning temperature reconstruction in turbulent airflow ventilation

Authors: Filippos Sofos (University of Thessaly), Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Ioannis William Kokkinakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5).

Accepted journal manuscript*

Unsupervised Machine Learning of Virus Dispersion Indoors

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5);  Konstantinos Ritos (University of Thessaly), Ioannis W. Kokkinakis (Univesity of Nicosia) & Nicholas Christakis (University of Nicosia).

Accepted journal manuscript*

Virus Spreading in Cruiser Cabin

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5);  Konstantinos Ritos (University of Thessaly) & Ioannis W. Kokkinakis (Univesity of Nicosia).

Accepted journal manuscript*

The Effects of Ventilation Conditions on Mitigating Airborne Virus Transmission

Authors: Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5);  Konstantinos Ritos (University of Thessaly) & Ioannis W. Kokkinakis (Univesity of Nicosia).

Accepted journal manuscript*

Ultra-scaled deep learning temperature reconstruction in turbulent airflow ventilation

Authors: Filippos Sofos (University of Thessaly), Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5), Ioannis W. Kokkinakis (Univesity of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5).

Accepted journal manuscript*

Air circulation effects on airborne particles aboard cruise ships

Authors: Ioannis W. Kokkinakis (Univesity of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5) & Dimitris Drikakis (University of Nicosia & contributor in HS4U WP2, WP3, WP4, WP5)

Accepted journal manuscript*