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Márcia Baptista
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2020 – today
- 2024
- [j11]Kristupas Bajarunas
, Marcia Lourenco Baptista
Health index estimation through integration of general knowledge with unsupervised learning. Reliab. Eng. Syst. Saf. 251: 110352 (2024) - [i1]Kristupas Bajarunas, Marcia Lourenco Baptista, Kai Goebel, Manuel Arias Chao:
Health Index Estimation Through Integration of General Knowledge with Unsupervised Learning. CoRR abs/2405.04990 (2024) - 2023
- [j10]Md. Alamgir Kabir
Cross-Version Software Defect Prediction Considering Concept Drift and Chronological Splitting. Symmetry 15(10): 1934 (2023) - 2022
- [j9]Marcia Lourenco Baptista
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values. Artif. Intell. 306: 103667 (2022) - [j8]Marcia Lourenco Baptista
1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan. Appl. Soft Comput. 131: 109785 (2022) - 2021
- [j7]Marcia Lourenco Baptista
A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes. Neurocomputing 456: 268-287 (2021)
2010 – 2019
- 2019
- [j6]Márcia Baptista, José Braga de Vasconcelos
The Impact of Perioperative Data Science in Hospital Knowledge Management. J. Medical Syst. 43(2): 41:1-41:7 (2019) - [j5]Márcia Baptista
Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering. Reliab. Eng. Syst. Saf. 184: 228-239 (2019) - [c10]Armando M. Fernandes
Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks. ECAI 2019: 1-6 - [c9]Márcia Baptista, Luis Fernandes, Paulo Chaves Ferreira
Tracking and Classification of Aerial Objects. INTSYS 2019: 264-276 - 2018
- [j4]Márcia Baptista
Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling. Comput. Ind. Eng. 115: 41-53 (2018) - [c8]Márcia Baptista, Rita Silva
Perioperative Electronic System - A New Approach for Perioperative Nursing Performance. HEALTHINF 2018: 505-509 - [c7]Márcia Baptista, José Braga de Vasconcelos
Perioperative Data Science: A Research Approach for Building Hospital Knowledge. WorldCIST (2) 2018: 1229-1239 - 2017
- [j3]Márcia Baptista
Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages. Comput. Ind. 86: 1-14 (2017) - [c6]Márcia Baptista, José Braga de Vasconcelos
Decision Support Systems Based on Knowledge Management - A Case Study for Strategic Information Systems Maturity of Madeira Island Hotel Organisations. WorldCIST (1) 2017: 236-250 - 2014
- [j2]Márcia Baptista
Improving Learning in Business Simulations with an Agent-Based Approach. J. Artif. Soc. Soc. Simul. 17(3) (2014) - [c5]Márcia Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi:
Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques. AAAI 2014: 1164-1170 - [c4]Márcia Baptista, Helmut Prendinger, Rui Prada, Yohei Yamaguchi:
A cooperative multi-agent system to accurately estimate residential energy demand. AAMAS 2014: 1405-1406 - 2013
- [j1]Carlos Ribeiro
A Framework for Robust Address Assignment in WSNs Whispering to Avoid Intruders. Int. J. Distributed Sens. Networks 9 (2013) - [c3]Márcia Baptista
A Business Simulation with an Agent-Based Deliberative Model of Consumer Behaviour. GALA 2013: 215-223 - [c2]Márcia Baptista, Hugo Damas, Joana Dimas, Guilherme Raimundo, Rui Prada
A Serious Game Based on a Public Goods Experiment. SocialCom 2013: 774-781 - 2012
- [c1]Rui Prada, Guilherme Raimundo, Joana Dimas, Carlos Martinho, Jorge F. Peña, Márcia Baptista, Pedro Alexandre Santos, Luís L. Ribeiro:
The role of social identity, rationality and anticipation in believable agents. AAMAS 2012: 1175-1176
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