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Gregory Davrazos

Observed names: G. Davrazos, G. N. Davrazos, G.N. Davrazos
Observed institution: University of Patras
ORCID: 0000-0001-5345-0724
Observed ORCID: 0000-0001-5345-0724
OpenAlex ID: A5004667360
Explainable Artificial Intelligence-Based Decision Support Systems: A Recent Review
2024 · Georgios Kostopoulos, Gregory Davrazos, et al. · Electronics · 137
Financial sentiment analysis: Classic methods vs. deep learning models
2023 · Aikaterini Karanikola, Gregory Davrazos, et al. · Intelligent Decision Technologies · 24
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Fair and Transparent Student Admission Prediction Using Machine Learning Models
2024 · George Raftopoulos, Gregory Davrazos, et al. · Algorithms · 23
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Flatness Conservation in the n-trailer System Equipped with a Sliding Kingpin Mechanism
2006 · V. Deligiannis, G. Davrazos, et al. · Journal of Intelligent & Robotic Systems · 23
On the Suppression of Off-tracking in Multi-articulated Vehicles through a Movable Junction Technique
2003 · S. Manesis, N. T. Koussoulas, et al. · Journal of Intelligent & Robotic Systems · 22
Evaluating Fairness Strategies in Educational Data Mining: A Comparative Study of Bias Mitigation Techniques
2025 · George Raftopoulos, Gregory Davrazos, et al. · Electronics · 19
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Modeling and stability analysis of state-switched hybrid systems via Differential Petri Nets
2007 · Gregory Davrazos, Nick T. Koussoulas · Simulation Modelling Practice and Theory · 14
A Comprehensive Review and Benchmarking of Fairness-Aware Variants of Machine Learning Models
2025 · George Raftopoulos, Nikos Fazakis, et al. · Algorithms · 11
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Controller Design for Off-tracking Elimination in Multi-articulated Vehicles
2002 · S.A. Manesis, G.N. Davrazos, et al. · IFAC Proceedings Volumes · 9
IoT-Enabled Crop Recommendation in Smart Agriculture Using Machine Learning
2023 · Gregory Davrazos, Theodor Panagiotakopoulos, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA) · 8
Controller design and validation for off-tracking elimination in multi-articulated vehicles
2001 · Gregory Davrazos, Stamatis Manesis, et al. · Systems Science · 7
Predicting Cost of Municipal Waste Management using IoT Data and Machine Learning
2023 · Gregory Davrazos, Theodor Panagiotakopoulos, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA) · 5
Predictive Vigilance: Harnessing Internet of Things and Machine Learning for Smoke Detection
2024 · Gregory Davrazos, George Raftopoulos, et al. · 4
Enhancing Predictive Maintenance with Interpretable AutoML: A Case Study on Detecting Ball-Bearing Faults Using IoT Data
2024 · Gregory Davrazos, George Raftopoulos, et al. · 3
Comparative Analysis of Self-Labeled Algorithms for Predicting MOOC Dropout: A Case Study
2025 · George Raftopoulos, Georgios Kostopoulos, et al. · Applied Sciences · 2
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Enhancing Occupancy Detection Through IoT: A Comparative Analysis of Classifiers
2024 · Gregory Davrazos, George Raftopoulos, et al. · 2
IoT Device Identification Using a Meta-Ensemble Multi-Class Classifier
2023 · Gregory Davrazos, Theodor Panagiotakopoulos, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA) · 2
Fault Detection in Inverter-Driven Permanent Magnet Synchronous Motor Systems Using Semi-Supervised Learning
2025 · Gregory Davrazos, Nikos Fazakis, et al. · IFIP advances in information and communication technology · 1
Optimizing Service Efficiency: Incoming Call Forecasting Utilizing Smart City Open Data – A Case Study
2024 · Gregory Davrazos, George Raftopoulos, et al. · Hellenic Conference on Artificial Intelligence · 1
Water Quality Estimation from IoT Sensors Using a Meta-ensemble
2023 · Gregory Davrazos, Theodor Panagiotakopoulos, et al. · IFIP advances in information and communication technology · 1
A hybrid system approach to off-tracking suppression in multi-articulated vehicles
2007 · N. Koussoulas, S. Manesis, et al. · European Control Conference (ECC) · 1
Intelligent Control for Off-Tracking Elimination in Long Articulated Vehicles with Multiple Semi-Trailers
2001 · G.N. Davrazos, S.A. Manesis, et al. · IFAC Proceedings Volumes · 1
Active Learning for Fault Diagnosis of Inverter-Driven Permanent Magnet Synchronous Motors
2026 · Nikos Fazakis, Gregory Davrazos, et al. · IFIP advances in information and communication technology
Fair Active Learning Under Label Constraints: Lightweight Query Strategies for Learning Analytics
2026 · George Raftopoulos, Gregory Davrazos, et al. · IFIP advances in information and communication technology
Unified Fairness-Aware Semi-supervised Learning: A Comparative Study on MBA and OULAD
2026 · George Raftopoulos, Gregory Davrazos, et al. · IFIP advances in information and communication technology
Works count: 28
Citation count: 319
H-index: 9
I10-index: 8
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