Gregory Davrazos

17 papers Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Review and Benchmarking of Fairness-Aware Variants of Machine Learning Models.
Algorithms
George Raftopoulos, Nikos Fazakis, Gregory Davrazos, Sotiris Kotsiantis
2025 — conf
Fault Detection in Inverter-Driven Permanent Magnet Synchronous Motor Systems Using Semi-Supervised Learning.
AIAI (3)
Gregory Davrazos, Nikos Fazakis, Sotiris Kotsiantis
2025 — conf
Semi-supervised Learning for Early Certification Prediction in MOOCs.
AIAI (3)
George Raftopoulos, Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2024 — conf
Enhancing Occupancy Detection Through IoT: A Comparative Analysis of Classifiers.
IISA
Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2024 — conf
Enhancing Predictive Maintenance with Interpretable AutoML: A Case Study on Detecting Ball-Bearing Faults Using IoT Data.
IISA
Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2024 J jnl
Fair and Transparent Student Admission Prediction Using Machine Learning Models.
Algorithms
George Raftopoulos, Gregory Davrazos, Sotiris Kotsiantis
2024 — conf
Optimizing Service Efficiency: Incoming Call Forecasting Utilizing Smart City Open Data - A Case Study.
SETN
Gregory Davrazos, George Raftopoulos, Georgios Kostopoulos, Sotiris Kotsiantis
2024 — conf
Predictive Vigilance: Harnessing Internet of Things and Machine Learning for Smoke Detection.
IISA
Gregory Davrazos, George Raftopoulos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2023 — conf
Android Malware Detection in IoT Mobile Devices using a Meta-ensemble Classifier.
IISA
Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2023 J jnl
Financial sentiment analysis: Classic methods vs. deep learning models.
Intell. Decis. Technol.
Aikaterini Karanikola, Gregory Davrazos, Charalampos M. Liapis, Sotiris Kotsiantis
2023 — conf
IoT Device Identification Using a Meta-Ensemble Multi-Class Classifier.
IISA
Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2023 — conf
IoT-Enabled Crop Recommendation in Smart Agriculture Using Machine Learning.
IISA
Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2023 — conf
Predicting Cost of Municipal Waste Management using IoT Data and Machine Learning.
IISA
Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis, Achilles Kameas
2023 — conf
Water Quality Estimation from IoT Sensors Using a Meta-ensemble.
AIAI (Workshops)
Gregory Davrazos, Theodor Panagiotakopoulos, Sotiris Kotsiantis
2007 J jnl
Modeling and stability analysis of state-switched hybrid systems via Differential Petri Nets.
Simul. Model. Pract. Theory
Gregory Davrazos, Nick T. Koussoulas
2006 J jnl
Flatness Conservation in the
J. Intell. Robotic Syst.
Vasileios Deligiannis, Gregory Davrazos, Stamatis Manesis, T. Arampatzis
2003 J jnl
On the Suppression of Off-tracking in Multi-articulated Vehicles through a Movable Junction Technique.
J. Intell. Robotic Syst.
Stamatis Manesis, Nick T. Koussoulas, Gregory Davrazos