• Campus de Campolide

    1070-312 Lisboa

    Portugal

  • 80 Citations
  • 3 h-Index
20172019
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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.

  • 2 Similar Profiles
Oversampling Mathematics
Heuristic methods Engineering & Materials Science
Self organizing maps Engineering & Materials Science
K-means Mathematics
Replacement Mathematics
Heuristics Mathematics
Computer programming languages Engineering & Materials Science
Python Mathematics

Research Output at NOVA 2017 2019

  • 80 Citations
  • 3 h-Index
  • 4 Article

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
39 Citations (Scopus)
21 Citations (Scopus)
Oversampling
Heuristic methods
K-means
Heuristics
Classification Algorithm
20 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