Márcia L. Baptista
机构: Assistant Professor at TU Delft - Aerospace Faculty
每年引用次数
引用次数
引用: 719
H-指数: 11
I10-指数 : 13
出版物: 42
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Helmut Prendinger , Elsa Henriques , Marcia Baptista
PHM Society European Conference 5 ( 1) 11 -11
1
2020
Using Explainable Artificial Intelligence to Interpret RemainingUseful Life Estimation with Gated Recurrent Unit
Helmut Prendinger , Elsa Henriques , Marcia Baptista , Madhav Mishra
2020
A Case for the Use of Data-driven Methods in Gas Turbine Prognostics
Helmut Prendinger , Cairo L. Nascimento , Elsa Henriques , Marcia Baptista
Annual Conference of the PHM Society 9 ( 1)
5
2017
Improved Time-Based Maintenance in Aeronautics with Regressive Support Vector Machines
Helmut Prendinger , Joao P. Malere , Cairo L. Nascimento , Ivo P. de Medeiros
Annual Conference of the PHM Society 8 ( 1)
3
2016
Data-driven quality prognostics for automated riveting processes
Sara Pereira , Marcia Baptista , Elsa M. P. Henriques
ieee aerospace conference
2018
Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks
Armando Fernandes , Marcia Baptista , Luis Fernandes , Paulo Chaves
international conference on electronics computers and artificial intelligence 2019 1 -6
1
2019
A Serious Game Based on a Public Goods Experiment
Marcia Baptista , Hugo Damas , Joana Dimas , Guilherme Raimundo
international conference on social computing 774 -781
4
2013
IN2Dig – Implementation of a Digital Manufacturing System in a Production Cell of the Metal Mold Industry: From Planning to Action
Fernando Piedade , Marcia Baptista , Paulo Chaves
Procedia Manufacturing 42 104 -110
2020
Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling
Marcia Baptista , Shankar Sankararaman , Ivo. P. de Medeiros , Cairo Nascimento
Computers & Industrial Engineering 115 41 -53
213
2018
Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering
Marcia Baptista , Elsa M.P. Henriques , Ivo P. de Medeiros , Joao P. Malere
Reliability Engineering & System Safety 184 228 -239
96
2018
Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages
Marcia Baptista , Ivo P. de Medeiros , Joao P. Malere , Cairo Nascimento
Computers in Industry 86 1 -14
16
2017
A Framework for Robust Address Assignment in WSNs Whispering to Avoid Intruders
Carlos Ribeiro , Ivo Anastácio , André Costa , Marcia Baptista
International Journal of Distributed Sensor Networks 9 ( 9) 693519
1
2013
Generic Hybrid Models for Prognostics of Complex Systems
Kristupas Bajarunas , Marcia Baptista , Kai Goebel , Manuel Arias Chao
Annual Conference of the PHM Society 15 ( 1)
1
2023
Unsupervised Physics-Informed Health Indicator Estimation for Complex Systems
Kristupas Bajarunas , Marcia Baptista , Kai Goebel , Manuel Arias Chao
Annual Conference of the PHM Society 15 ( 1)
1
2023
Unsupervised Physics-Informed Health Indicator Discovery for Complex Systems
Kristupas Bajarunas , Marcia Baptista , Kai Goebel , Manuel Arias Chao
Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM 15 ( 1)
2023
A Comparison of Data-driven Techniques for Engine Bleed Valve Prognostics using Aircraft-derived Fault Messages
Marcia Baptista , Ivo P de Medeiros , Joao P Malere , Helmut Prendinger
Annual European Conference of the Prognostics and Health Management Society
9
2016
Tracking and classification of aerial objects
Marcia Baptista , Luis Fernandes , Paulo Chaves
Intelligent Transport Systems. From Research and Development to the Market Uptake: Third EAI International Conference, INTSYS 2019, Braga, Portugal, December 4–6, 2019 264 -276
3
2020
Artificial Intelligence and Physics-of-Failure Prognostics Methods for Aircraft Maintenance and Reliability
Thomas Pioger , Marcia Baptista
Annual Conference of the PHM Society 14 ( 1)
2022
Research Article A Framework for Robust Address Assignment in WSNs Whispering to Avoid Intruders
Carlos Ribeiro , Ivo Anastácio , André Costa , Marcia Baptista
2013
Revision and Implementation of Metrics to Evaluate the Performance of Prognostics Models
Marcia Baptista , Sahil Panse , Bruno F Santos
Available at SSRN 4718411
Helmut Prendinger Elsa Henriques Cairo L. Nascimento Jr. Kai Goebel Pedro A. Santos Carlos Martinho Rui Prada Shankar Sankararaman Francisco Lima Yohei Yamaguchi Jorge Peña Joana Dimas Anjie Fang Manuel Arias Chao Kristupas Bajarunas Ivo Anastácio Carlos ribeiro Tomás Brandão Madhav Mishra Mátyás Andó