Marcia Lourenco Baptista

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

General Knowledge

Mlp Neural Networks

Evaluation Metrics

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Kristupas Bajarunas, Marcia Lourenco Baptista, Kai Goebel, Manuel Arias Chao
Health Index Estimation Through Integration of General Knowledge with Unsupervised Learning. CoRR (2024)
Kristupas Bajarunas, Marcia Lourenco Baptista, Kai Goebel, Manuel Arias Chao
Health index estimation through integration of general knowledge with unsupervised learning. Reliab. Eng. Syst. Saf. 251 (2024)
Md. Alamgir Kabir, Atiq ur Rehman, M. M. Manjurul Islam, Nazakat Ali, Marcia Lourenco Baptista
Cross-Version Software Defect Prediction Considering Concept Drift and Chronological Splitting. Symmetry 15 (10) (2023)
Marcia Lourenco Baptista, Kai Goebel, Elsa M. P. Henriques
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values. Artif. Intell. 306 (2022)
Marcia Lourenco Baptista, Elsa M. P. Henriques
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan. Appl. Soft Comput. 131 (2022)
Marcia Lourenco Baptista, Elsa M. P. Henriques, Kai Goebel
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes. Neurocomputing 456 (2021)