Georgios Douzas

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Using genetic programming to improve data collection for offline reinforcement learning.
Swarm Evol. Comput.
David Halder, Georgios Douzas, Fernando Bação
2022 J jnl
Geometric SMOTE for regression.
Expert Syst. Appl.
Luís Camacho, Georgios Douzas, Fernando Bação
2021 J jnl
G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE.
Expert Syst. Appl.
Georgios Douzas, Rene Rauch, Fernando Bação
2021 J jnl
Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures.
Inf.
João Fonseca, Georgios Douzas, Fernando Bação
2021 J jnl
Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification.
Remote. Sens.
João Fonseca, Georgios Douzas, Fernando Bação
2019 J jnl
Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE.
Inf. Sci.
Georgios Douzas, Fernando Bação
2019 J jnl
Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm.
Remote. Sens.
Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan
2018 J jnl
Effective data generation for imbalanced learning using conditional generative adversarial networks.
Expert Syst. Appl.
Georgios Douzas, Fernando Bação
2018 J jnl
Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE.
Inf. Sci.
Georgios Douzas, Fernando Bação, Felix Last
2017 J jnl
Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE.
CoRR
Georgios Douzas, Fernando Bação
2017 J jnl
Oversampling for Imbalanced Learning Based on K-Means and SMOTE.
CoRR
Felix Last, Georgios Douzas, Fernando Bação
2017 J jnl
Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning.
Expert Syst. Appl.
Georgios Douzas, Fernando Bação
2025 Best paper conf
Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.
CheckMATE
Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda
2026 Best paper preprint
ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.
arXiv
Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski