TY  - GEN 
AU  - Durán López, Alberto
AU  - Bolaños Martinez, Daniel
AU  - Bermúdez Edo, María del Campo
PY  - 2026
UR  - https://hdl.handle.net/10481/112360
AB  - Representative sample selection improves training in semi-supervised learning (SSL) where labeled data are limited and must reflect the original dataset. Recent SSL methods ignore class imbalance and lack tabular data case studies. To fill this gap,...
LA  - eng
PB  - Elsevier
KW  - Semi-supervised learning
KW  - Internet of things (IoT)
KW  - Imbalanced classes
KW  - Representative sample selection
KW  - Tabular data
TI  - EDRS: Extremity-density representative selection for semi-supervised learning on imbalanced data
DO  - 10.1016/j.ins.2026.123390
ER  -