• Campus de Campolide

    1070-312 Lisboa

    Portugal

  • 97 Citations
  • 3 h-Index
20172019
If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Georgios Douzas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Oversampling Mathematics
K-means Mathematics
Replacement Mathematics
land cover Earth & Environmental Sciences
learning Earth & Environmental Sciences
Heuristics Mathematics
remote sensing Earth & Environmental Sciences
prediction Earth & Environmental Sciences

Research Output at NOVA 2017 2019

  • 97 Citations
  • 3 h-Index
  • 5 Article
3 Citations (Scopus)

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE

Douzas, G. & Bacao, F., 1 Oct 2019, In : Information Sciences. 501, p. 118-135 18 p.

Research output: Contribution to journalArticle

Replacement
Oversampling
Computer programming languages
Python
Line segment
Open Access
File
land cover
learning
remote sensing
prediction
land use
45 Citations (Scopus)
27 Citations (Scopus)
Oversampling
Heuristic methods
K-means
Heuristics
Classification Algorithm
22 Citations (Scopus)

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

Douzas, G. & Bação, F., 1 Oct 2017, In : Expert Systems with Applications. 82, p. 40-52 13 p.

Research output: Contribution to journalArticle

Self organizing maps