Follow
Márcia L. Baptista
Márcia L. 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
2562017
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
1182019
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values
ML Baptista, K Goebel, EMP Henriques
Artificial Intelligence 306, 103667, 2022
722022
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
302017
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
262014
More effective prognostics with elbow point detection and deep learning
ML Baptista, EMP Henriques, K Goebel
Mechanical Systems and Signal Processing 146, 106987, 2021
232021
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
172021
Classification prognostics approaches in aviation
ML Baptista, EMP Henriques, H Prendinger
Measurement 182, 109756, 2021
172021
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
Prognostics in aeronautics with deep recurrent neural networks
M Baptista, H Prendinger, E Henriques
PHM Society European Conference 5 (1), 11-11, 2020
132020
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
122014
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
112019
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
Improved real-time wildfire detection using a surveillance system
M Batista, B Oliveira, P Chaves, JC Ferreira, T Brandao
Proceedings of the World Congress on Engineering, 2019
92019
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
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
92014
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
82016
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
72013
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
The system can't perform the operation now. Try again later.
Articles 1–20