Concepedia

Kelwin Fernandes

KF

13

Publications

388

Citations

12

H-Index

2014

Active since

Affiliations

INESC TEC(Current)

Universidade do Porto

Institute for Systems Engineering and Computers

Central University of Venezuela

Kelwin Fernandes is an author at INESC TEC specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData SciencePattern RecognitionDeep LearningImage AnalysisMachine VisionStatisticsData Mining

Publications per year

2014–2020

13

Publications

13

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis

Kelwin Fernandes, Davide Chicco, Jaime S. Cardoso et al. · PeerJ Computer Science · 2018 · 94 citations · Full text

Engineering, Machine Learning, Digital Pathology +23

Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies

Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes · IEEE Access · 2018 · 65 citations · Full text

Engineering, Machine Learning, Digital Pathology +30

Pavement pathologies classification using graph-based features

Kelwin Fernandes, Lucian Ciobanu · 2014 · 41 citations

Highway Pavement, Engineering, Machine Learning +22

Tackling class imbalance with ranking

Ricardo Cruz, Kelwin Fernandes, Jaime S. Cardoso et al. · 2016 · 38 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +18

Understanding the decisions of CNNs: An in-model approach

Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira · Pattern Recognition Letters · 2020 · 27 citations

In-model Approach, Image Classification, Convolutional Neural Network +6

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