Concepedia

Catarina Silva

CS

37

Publications

1.1K

Citations

19

H-Index

2004

Active since

Affiliations

University of Coimbra(Current)

Instituto Politécnico de Leiria

Universidade do Porto

University of Lisbon

Catarina Silva is an author at University of Coimbra specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryText MiningComputer ScienceMachine LearningPattern RecognitionInformation RetrievalNatural Language Processing

Publications per year

2004–2024

37

Publications

37

The importance of stop word removal on recall values in text categorization

Catarina Silva, Bernardete Ribeiro · 2004 · 206 citations

Engineering, Machine Learning, Complexity Reduction +31

Explainable AI for Intrusion Detection Systems: LIME and SHAP Applicability on Multi-Layer Perceptron

Diogo Gaspar, Paulo Silva, Catarina Silva · IEEE Access · 2024 · 105 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Enhanced default risk models with SVM+

Bernardete Ribeiro, Catarina Silva, Ning Chen et al. · Expert Systems with Applications · 2012 · 64 citations

Engineering, Risk Model Validation, Predictive Analytics +4

Study on 3D printing of gyroid-based structures for superior structural behaviour

Catarina Silva, Ana Pais, G.A.R. Caldas et al. · Progress in Additive Manufacturing · 2021 · 53 citations

Materials Science, Industrial Design, Engineering +8

Assistive Mobile Applications for Dyslexia

Jorge Madeira, Catarina Silva, Luís Marcelino et al. · Procedia Computer Science · 2015 · 43 citations · Full text

Portuguese Students, Assistive Technology, Computer Accessibility +13

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