Maria Helena Lima Baptista Braz
AuthID: R-000-BKA
1
TITLE: Relation between prognostics predictor evaluation metrics andlocal interpretability SHAP values Full Text
AUTHORS: Baptista, Marcia L.; Goebel, Kai; Henriques, Elsa M. P.;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE, VOLUME: 306
AUTHORS: Baptista, Marcia L.; Goebel, Kai; Henriques, Elsa M. P.;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE, VOLUME: 306
INDEXED IN: 
Scopus 
WOS
Scopus WOS2
TITLE: 1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan Full Text
AUTHORS: Baptista, Marcia L.; Henriques, Elsa M. P.;
PUBLISHED: 2022, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 131
AUTHORS: Baptista, Marcia L.; Henriques, Elsa M. P.;
PUBLISHED: 2022, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 131
INDEXED IN: Scopus WOS
Scopus WOS3
TITLE: A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes Full Text
AUTHORS: Baptista, ML; Henriques, EMP; Goebel, K;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 456
AUTHORS: Baptista, ML; Henriques, EMP; Goebel, K;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 456
INDEXED IN: Scopus WOS
Scopus WOS4
TITLE: Classification prognostics approaches in aviation Full Text
AUTHORS: Baptista, ML; Henriques, EMP; Prendinger, H;
PUBLISHED: 2021, SOURCE: MEASUREMENT, VOLUME: 182
AUTHORS: Baptista, ML; Henriques, EMP; Prendinger, H;
PUBLISHED: 2021, SOURCE: MEASUREMENT, VOLUME: 182
INDEXED IN: Scopus WOS
Scopus WOS5
TITLE: Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering
AUTHORS: Marcia Baptista; Elsa M P Henriques; Ivo P de Medeiros; Joao P Malere; Cairo L Nascimento; Helmut Prendinger;
PUBLISHED: 2019, SOURCE: RELIABILITY ENGINEERING & SYSTEM SAFETY, VOLUME: 184
AUTHORS: Marcia Baptista; Elsa M P Henriques; Ivo P de Medeiros; Joao P Malere; Cairo L Nascimento; Helmut Prendinger;
PUBLISHED: 2019, SOURCE: RELIABILITY ENGINEERING & SYSTEM SAFETY, VOLUME: 184
INDEXED IN: WOS
WOS6
TITLE: Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling Full Text
AUTHORS: Marcia Baptista; Shankar Sankararaman; Ivo. P de Medeiros; Cairo Nascimento; Helmut Prendinger; Elsa M P Henriques;
PUBLISHED: 2018, SOURCE: COMPUTERS & INDUSTRIAL ENGINEERING, VOLUME: 115
AUTHORS: Marcia Baptista; Shankar Sankararaman; Ivo. P de Medeiros; Cairo Nascimento; Helmut Prendinger; Elsa M P Henriques;
PUBLISHED: 2018, SOURCE: COMPUTERS & INDUSTRIAL ENGINEERING, VOLUME: 115
INDEXED IN: Scopus WOS
Scopus WOS7
TITLE: Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages Full Text
AUTHORS: Marcia Baptista; Ivo P de Medeiros; Joao P Malere; Cairo Nascimento; Helmut Prendinger; Elsa M P Henriques;
PUBLISHED: 2017, SOURCE: COMPUTERS IN INDUSTRY, VOLUME: 86
AUTHORS: Marcia Baptista; Ivo P de Medeiros; Joao P Malere; Cairo Nascimento; Helmut Prendinger; Elsa M P Henriques;
PUBLISHED: 2017, SOURCE: COMPUTERS IN INDUSTRY, VOLUME: 86
INDEXED IN: Scopus WOS
Scopus WOS8
TITLE: Aircraft On-Condition Reliability Assessment based on Data-Intensive Analytics
AUTHORS: Marcia L Baptista; Ivo P de Medeiros; Joao P Malere; Cairo L Nascimento; Helmut Prendinger; Elsa Henriques;
PUBLISHED: 2017, SOURCE: IEEE Aerospace Conference in 2017 IEEE AEROSPACE CONFERENCE
AUTHORS: Marcia L Baptista; Ivo P de Medeiros; Joao P Malere; Cairo L Nascimento; Helmut Prendinger; Elsa Henriques;
PUBLISHED: 2017, SOURCE: IEEE Aerospace Conference in 2017 IEEE AEROSPACE CONFERENCE
INDEXED IN: WOS
WOS9
TITLE: A case for the use of data-driven methods in gas turbine prognostics
AUTHORS: Baptista, M; Nascimento, CL; Prendinger, H; Henriques, E;
PUBLISHED: 2017, SOURCE: 9th Annual Conference of the Prognostics and Health Management Society, PHM 2017 in Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM
AUTHORS: Baptista, M; Nascimento, CL; Prendinger, H; Henriques, E;
PUBLISHED: 2017, SOURCE: 9th Annual Conference of the Prognostics and Health Management Society, PHM 2017 in Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM
INDEXED IN: Scopus
Scopus10
TITLE: A Business Simulation with an Agent-Based Deliberative Model of Consumer Behaviour
AUTHORS: Marcia L Baptista; Carlos Martinho ; Francisco Lima; Pedro A Santos; Helmut Prendinger;
PUBLISHED: 2014, SOURCE: 2nd International Conference on Games and Learning Alliance (GALA) in GAMES AND LEARNING ALLIANCE, VOLUME: 8605
AUTHORS: Marcia L Baptista; Carlos Martinho ; Francisco Lima; Pedro A Santos; Helmut Prendinger;
PUBLISHED: 2014, SOURCE: 2nd International Conference on Games and Learning Alliance (GALA) in GAMES AND LEARNING ALLIANCE, VOLUME: 8605
