Concepedia

Georgios Douzas

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Publications

11

Citations

2.5K

H-Index

11

Active since

2017

Affiliations

Universidade Nova de Lisboa(Current)

Georgios Douzas is an author at Universidade Nova de Lisboa specializing in computing, machine learning, and class imbalance learning.

Publications per year

2017–2022

11

Publications

11

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

Georgios Douzas, Fernando Bação, Felix Last · Information Sciences · 2018 · 1.2K citations · Full text

Computing, Data Science, Data Mining +11

Effective data generation for imbalanced learning using conditional generative adversarial networks

Georgios Douzas, Fernando Bação · Expert Systems with Applications · 2017 · 580 citations

Computing, Data Science, Data Mining +9

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE

Georgios Douzas, Fernando Bação · Information Sciences · 2019 · 273 citations · Full text

Natural Sciences, Mathematics, Computational Geometry +4

Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning

Georgios Douzas, Fernando Bação · Expert Systems with Applications · 2017 · 173 citations

Computing, Computer Science, Data Science +11

Imbalanced Learning in Land Cover Classification: Improving Minority Classes’ Prediction Accuracy Using the Geometric SMOTE Algorithm

Georgios Douzas, Fernando Bação, João Fonseca et al. · Remote Sensing · 2019 · 96 citations · Full text

Computing, Earth Sciences, Geoinformatics +14

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