Kelwin Fernandes - Concepedia

Author

Kelwin Fernandes

INESC TEC ORCID

Also Known As

Correia, Kelwin Alexander Fernandes, Fernandes, Kelwin, Kelwin Fernandes

Publications

939

Citations

H-Index

Concepts

All Affiliations

INESC TEC Universidade do Porto Institute for Systems Engineering and Computers Central University of Venezuela

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	378
2	Business	1	1	41
3	Management	1	1	38
4	Medicine	1	1	94
5	Public Health	1	1	65

Kelwin Fernandes

Publications

388

Citations

H-Index

Page 1

	Year	Citations
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis Kelwin Fernandes, Davide Chicco, Jaime S. Cardoso, PeerJ Computer Science EngineeringMachine LearningDigital PathologyDeep Learning EmbeddingsDiagnosis	2018	94
Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes IEEE Access EngineeringMachine LearningDigital PathologyDiagnosisGynecology	2018	65
Pavement pathologies classification using graph-based features Kelwin Fernandes, Lucian Ciobanu Highway PavementEngineeringMachine LearningFeature DetectionStructural Pattern Recognition	2014	41
Tackling class imbalance with ranking Ricardo Cruz, Kelwin Fernandes, Jaime S. Cardoso, Ranking AlgorithmEngineeringMachine LearningLearning To RankPairwise Rankers	2016	38
Understanding the decisions of CNNs: An in-model approach Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira Pattern Recognition Letters In-model ApproachImage ClassificationConvolutional Neural NetworkMachine VisionMachine Learning	2020	27
Hypothesis transfer learning based on structural model similarity Kelwin Fernandes, Jaime S. Cardoso Neural Computing and Applications EngineeringMachine LearningDomain AdaptationStatistical InferenceTransfer Learning	2017	25
How to produce complementary explanations using an Ensemble Model Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolMachine Learning Models	2019	18
A deep learning approach for the forensic evaluation of sexual assault Kelwin Fernandes, Jaime S. Cardoso, Birgitte Schmidt Astrup Pattern Analysis and Applications Sexual CrimeEngineeringMachine LearningSexual OffendingSexual Abuse	2018	17
Random Forest with Increased Generalization: A Universal Background Approach for Authorship Verification. María Leonor Pacheco, Kelwin Fernandes, Aldo Porco CLEF (Working Notes) EngineeringInformation RetrievalData ScienceData MiningMachine Learning	2015	14
A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks Eduardo Nuno Almeida, Kelwin Fernandes, Francisco J. Andrade, Uav Placement ProblemsEngineeringMachine LearningAerial Wireless NetworksUnmanned Vehicle	2019	14

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