| 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 | 223 | 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 | 99 | 2019 |
| 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 | 26 | 2017 |
| 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 | 26 | 2014 |
| Relation between prognostics predictor evaluation metrics and local interpretability SHAP values ML Baptista, K Goebel, EMP Henriques Artificial Intelligence 306, 103667, 2022 | 25 | 2022 |
| More effective prognostics with elbow point detection and deep learning ML Baptista, EMP Henriques, K Goebel Mechanical Systems and Signal Processing 146, 106987, 2021 | 17 | 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 | 17 | 2012 |
| 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 | 13 | 2021 |
| 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 | 11 | 2014 |
| Classification prognostics approaches in aviation ML Baptista, EMP Henriques, H Prendinger Measurement 182, 109756, 2021 | 10 | 2021 |
| 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 |
| 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 | 9 | 2016 |
| 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 |
| Prognostics in aeronautics with deep recurrent neural networks M Baptista, H Prendinger, E Henriques PHM Society European Conference 5 (1), 11-11, 2020 | 8 | 2020 |
| 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 | 7 | 2016 |
| 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 | 6 | 2019 |
| 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 | 6 | 2017 |
| 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 | 6 | 2014 |
| 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 | 6 | 2013 |
| 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 | 5 | 2017 |
Helmut PrendingerProfessor, National Institute of InformaticsVerified email at nii.ac.jp
