Georgios Douzas

According to our database, Georgios Douzas authored at least 11 papers between 2017 and 2022.

Collaborative distances:

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

2022

Geometric SMOTE for regression.

Luís Camacho, Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2022

2021

Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification.

João Fonseca, Georgios Douzas, Fernando Bação

Remote. Sens., 2021

Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures.

João Fonseca, Georgios Douzas, Fernando Bação

Inf., 2021

G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE.

Georgios Douzas, Rene Rauch, Fernando Bação

Expert Syst. Appl., 2021

2019

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

Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan

Remote. Sens., 2019

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE.

Georgios Douzas, Fernando Bação

Inf. Sci., 2019

2018

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

Georgios Douzas, Fernando Bação, Felix Last

Inf. Sci., 2018

Effective data generation for imbalanced learning using conditional generative adversarial networks.

Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2018

2017

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

Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2017

Oversampling for Imbalanced Learning Based on K-Means and SMOTE.

Felix Last, Georgios Douzas, Fernando Bação

CoRR, 2017

Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE.

Georgios Douzas, Fernando Bação

CoRR, 2017