Concepedia

João Fonseca

JF

Statistics

Publications

7

Citations

240

H-Index

7

Active since

2019

Affiliations

Universidade Nova de Lisboa(Current)

João Fonseca is an author at Universidade Nova de Lisboa specializing in machine learning, computing, and imbalanced classification.

ORCID

Publications per year

2019–2023

7

Publications

7

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

, , +14

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

João Fonseca, Georgios Douzas, Fernando Bação · Information · 2021 · 51 citations · Full text

, , +15

Geometric SMOTE for imbalanced datasets with nominal and continuous features

João Fonseca, Fernando Bação · Expert Systems with Applications · 2023 · 45 citations · Full text

, , +16

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 Sensing · 2021 · 14 citations · Full text

, , +13

Learning Models for Traumatic Brain Injury Mortality Prediction on Pediatric Electronic Health Records

João Fonseca, Xiuyun Liu, Hélder P. Oliveira et al. · Frontiers in Neurology · 2022 · 14 citations · Full text

, , +17

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