Follow
Márcia Baptista
Márcia Baptista
Assistant Professor at TU Delft - Aerospace Faculty
Verified email at tudelft.nl
Title
Cited by
Cited by
Year
Forecasting Fault Events for Predictive Maintenance using Data-driven Techniques and ARMA Modeling
M Baptista, S Sankararaman, IP de Medeiros, C Nascimento Jr, ...
Computers & Industrial Engineering, 2017
2082017
Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering
M Baptista, EMP Henriques, IP de Medeiros, JP Malere, ...
Reliability Engineering & System Safety 184, 228-239, 2019
942019
Accurate household occupant behavior modeling based on data mining techniques
M Baptista, A Fang, H Prendinger, R Prada, Y Yamaguchi
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
252014
Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages
M Baptista, IP de Medeiros, JP Malere, C Nascimento Jr, H Prendinger, ...
Computers in Industry 86, 1-14, 2017
242017
The role of social identity, rationality and anticipation in believable agents.
R Prada, G Raimundo, J Dimas, C Martinho, JF Peña, M Baptista, ...
AAMAS, 1175-1176, 2012
172012
More effective prognostics with elbow point detection and deep learning
ML Baptista, EMP Henriques, K Goebel
Mechanical Systems and Signal Processing 146, 106987, 2021
152021
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values
ML Baptista, K Goebel, EMP Henriques
Artificial Intelligence 306, 103667, 2022
132022
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes
ML Baptista, EMP Henriques, K Goebel
Neurocomputing 456, 268-287, 2021
112021
An agent-based model of consumer behavior based on the BDI architecture and neoclassical theory
ML Baptista, CR Martinho, F Lima, PA Santos, H Prendinger
Developments in Business Simulation and Experiential Learning: Proceedings …, 2014
112014
Applying agent-based modeling to business simulations
ML Baptista, CR Martinho, F Lima, PA Santos, H Prendinger
Developments in Business Simulation and Experiential Learning: Proceedings …, 2014
102014
A Comparison of Data-driven Techniques for Engine Bleed Valve Prognostics using Aircraft-derived Fault Messages
M Baptista, IP de Medeiros, JP Malere, H Prendinger, CL Nascimento Jr, ...
Annual European Conference of the Prognostics and Health Management Society, 2016
92016
Classification prognostics approaches in aviation
ML Baptista, EMP Henriques, H Prendinger
Measurement 182, 109756, 2021
82021
Improving Learning in Business Simulations with an Agent-Based Approach
M Baptista, C Martinho, F Lima, PA Santos, H Prendinger
Journal of Artificial Societies and Social Simulation 17 (3), 2014
82014
Prognostics in aeronautics with deep recurrent neural networks
M Baptista, H Prendinger, E Henriques
PHM Society European Conference 5 (1), 11-11, 2020
72020
improved time-based maintenance in aeronautics with regressive support vector machines
M Baptista, IP de Medeiros, JP Malere, H Prendinger, CL Nascimento Jr, ...
Annual Conference of the Prognostics and Health Management Society 2016 7, 10, 2016
72016
Drone, aircraft and bird identification in video images using object tracking and residual neural networks
A Fernandes, M Baptista, L Fernandes, P Chaves
2019 11th International Conference on Electronics, Computers and Artificial …, 2019
62019
Aircraft on-condition reliability assessment based on data-intensive analytics
ML Baptista, IP de Medeiros, JP Malere, CL Nascimento, H Prendinger, ...
2017 IEEE aerospace conference, 1-12, 2017
62017
A business simulation with an agent-based deliberative model of consumer behaviour
ML Baptista, C Martinho, F Lima, PA Santos, H Prendinger
Games and Learning Alliance: Second International Conference, GALA 2013 …, 2014
62014
A serious game based on a public goods experiment
M Baptista, H Damas, J Dimas, G Raimundo, R Prada, C Martinho, ...
2013 International Conference on Social Computing, 774-781, 2013
62013
A case for the use of data-driven methods in gas turbine prognostics
M Baptista, CL Nascimento Jr, H Prendinger, E Henriques
Annual Conference of the PHM Society 9 (1), 2017
52017
The system can't perform the operation now. Try again later.
Articles 1–20