| 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 | 279 | 2017 |
| 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 | 125 | 2019 |
| Relation between prognostics predictor evaluation metrics and local interpretability SHAP values ML Baptista, K Goebel, EMP Henriques Artificial Intelligence 306, 103667, 2022 | 121 | 2022 |
| 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 | 32 | 2014 |
| 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 | 31 | 2017 |
| More effective prognostics with elbow point detection and deep learning ML Baptista, EMP Henriques, K Goebel Mechanical Systems and Signal Processing 146, 106987, 2021 | 27 | 2021 |
| Classification prognostics approaches in aviation ML Baptista, EMP Henriques, H Prendinger Measurement 182, 109756, 2021 | 21 | 2021 |
| 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 | 18 | 2021 |
| 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 | 18 | 2012 |
| Prognostics in aeronautics with deep recurrent neural networks M Baptista, H Prendinger, E Henriques PHM Society European Conference 5 (1), 11-11, 2020 | 14 | 2020 |
| 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 | 13 | 2014 |
| 1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan ML Baptista, EMP Henriques Applied Soft Computing 131, 109785, 2022 | 12 | 2022 |
| Using explainable artificial intelligence to interpret remaininguseful life estimation with gated recurrent unit M Baptista, M Mishra, E Henriques, H Prendinger | 12 | 2020 |
| 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 | 12 | 2019 |
| Advancing aircraft engine RUL predictions: an interpretable integrated approach of feature engineering and aggregated feature importance Y Alomari, M Andó, ML Baptista Scientific Reports 13 (1), 13466, 2023 | 10 | 2023 |
| 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 | 10 | 2014 |
| 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 | 9 | 2019 |
| 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 | 9 | 2014 |
| 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 | 8 | 2016 |
| 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 | 8 | 2016 |
Helmut PrendingerProfessor, National Institute of Informatics確認したメール アドレス: nii.ac.jp
