Stergios Aristoteles Mitoulis

According to our database, Stergios Aristoteles Mitoulis authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

GRNN-based cascade ensemble model for non-destructive damage state identification: small data approach.

Ivan Izonin, Athanasia K. Kazantzi, Roman Tkachenko, Stergios Aristoteles Mitoulis

Eng. Comput., February, 2025

2024

A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis.

Ivan Izonin, Roman Muzyka, Roman Tkachenko, Ivanna Dronyuk, Kyrylo Yemets, Stergios Aristoteles Mitoulis

Sensors, August, 2024

Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies.

Nadiia Kopiika, Andreas Karavias, Pavlos Krassakis, Zehao Ye, Jelena Ninic, Nataliya Shakhovska, Nikolaos Koukouzas, Sotirios Argyroudis, Stergios Aristoteles Mitoulis

CoRR, 2024

PCA-NuSVR Framework for Predicting Local and Global Indicators of Tunneling-induced Building Damage.

Ivan Izonin, Ali Gamra, Oleslav Boychuk, Jelena Ninic, Roman Tkachenko, Stergios Aristoteles Mitoulis

Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), 2024

Regression-based Model for Predicting Simulated vs Actual Building Performance Discrepancies.

Ivan Izonin, Roman Tkachenko, Rosana Caro, Antonio Latorre de la Fuente, Kyrylo Yemets, Stergios Aristoteles Mitoulis

Proceedings of the 15th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2024) / The 14th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2024), 2024

2023

Machine learning for predicting energy efficiency of buildings: a small data approach.

Ivan Izonin, Roman Tkachenko, Stergios Aristoteles Mitoulis, Asaad Faramarzi, Ivan Tsmots, Danylo Mashtalir

Proceedings of the 14th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2023) / The 13th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2023), 2023

2021

Vulnerability of bridges to individual and multiple hazards- floods and earthquakes.

Sotirios Argyroudis, Stergios Aristoteles Mitoulis

Reliab. Eng. Syst. Saf., 2021

2019

Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience.

Sotirios Argyroudis, Stergios Aristoteles Mitoulis, Mike G. Winter, Amir M. Kaynia

Reliab. Eng. Syst. Saf., 2019