The role of social identity, rationality and anticipation in believable agents. - Rui Prada; Guilherme Raimundo; Joana Dimas; Carlos Martinho; Jorge F. Peña; Márcia Baptista; Pedro Alexandre Santos; Luís L. Ribeiro (AAMAS, 2012)

A Business Simulation with an Agent-Based Deliberative Model of Consumer Behaviour. - Márcia Baptista; Carlos Martinho; Francisco Lima; Pedro Alexandre Santos; Helmut Prendinger (GALA, 2013)

A Serious Game Based on a Public Goods Experiment. - Márcia Baptista; Hugo Damas; Joana Dimas; Guilherme Raimundo; Rui Prada; Carlos Martinho; Pedro Alexandre Santos; Jorge F. Peña (SocialCom, 2013)

A Framework for Robust Address Assignment in WSNs Whispering to Avoid Intruders. - Carlos Ribeiro; Ivo Anastácio; André Costa; Márcia Baptista (Int. J. Distributed Sens. Networks, 2013)

Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques. - Márcia Baptista; Anjie Fang; Helmut Prendinger; Rui Prada; Yohei Yamaguchi (AAAI, 2014)

A cooperative multi-agent system to accurately estimate residential energy demand. - Márcia Baptista; Helmut Prendinger; Rui Prada; Yohei Yamaguchi (AAMAS, 2014)

Improving Learning in Business Simulations with an Agent-Based Approach. - Márcia Baptista; Carlos Roque Martinho; Francisco Lima; Pedro Alexandre Santos; Helmut Prendinger (J. Artif. Soc. Soc. Simul., 2014)

Decision Support Systems Based on Knowledge Management - A Case Study for Strategic Information Systems Maturity of Madeira Island Hotel Organisations. - Márcia Baptista; José Braga de Vasconcelos; Álvaro Rocha 001 (WorldCIST (1), 2017)

Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages. - Márcia Baptista; Ivo Paixao de Medeiros; Joao P. Malere; Cairo L. Nascimento Jr.; Helmut Prendinger; Elsa M. P. Henriques (Comput. Ind., 2017)

Perioperative Electronic System - A New Approach for Perioperative Nursing Performance. - Márcia Baptista; Rita Silva; Helena Gonçalves Jardim; António Quintal (HEALTHINF, 2018)

Perioperative Data Science: A Research Approach for Building Hospital Knowledge. - Márcia Baptista; José Braga de Vasconcelos; Álvaro Rocha 001; Rita Lemos; João Vidal de Carvalho; Helena Gonçalves Jardim; António Quintal (WorldCIST (2), 2018)

Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling. - Márcia Baptista; Shankar Sankararaman; Ivo Paixao de Medeiros; Cairo L. Nascimento Jr.; Helmut Prendinger; Elsa M. P. Henriques (Comput. Ind. Eng., 2018)

Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks. - Armando M. Fernandes; Márcia Baptista; Luís Fernandes; Paulo Chaves Ferreira (ECAI, 2019)

Tracking and Classification of Aerial Objects. - Márcia Baptista; Luís Fernandes; Paulo Chaves Ferreira (INTSYS, 2019)

The Impact of Perioperative Data Science in Hospital Knowledge Management. - Márcia Baptista; José Braga de Vasconcelos; Álvaro Rocha 001; Rita Silva; João Vidal de Carvalho; Helena Gonçalves Jardim; António Quintal (J. Medical Syst., 2019)

Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering. - Márcia Baptista; Elsa M. P. Henriques; Ivo Paixao de Medeiros; Joao P. Malere; Cairo L. Nascimento Jr.; Helmut Prendinger (Reliab. Eng. Syst. Saf., 2019)

A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes. - Marcia Lourenco Baptista; Elsa M. P. Henriques; Kai Goebel (Neurocomputing, 2021)

Relation between prognostics predictor evaluation metrics and local interpretability SHAP values. - Marcia Lourenco Baptista; Kai Goebel; Elsa M. P. Henriques (Artif. Intell., 2022)

1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan. - Marcia Lourenco Baptista; Elsa M. P. Henriques (Appl. Soft Comput., 2022)

Cross-Version Software Defect Prediction Considering Concept Drift and Chronological Splitting. - Md. Alamgir Kabir; Atiq ur Rehman 002; M. M. Manjurul Islam; Nazakat Ali; Marcia Lourenco Baptista (Symmetry, 2023)

Health index estimation through integration of general knowledge with unsupervised learning. - Kristupas Bajarunas; Marcia Lourenco Baptista; Kai Goebel; Manuel Arias Chao (Reliab. Eng. Syst. Saf., 2024)

Counterfactual explanations for remaining useful life estimation within a Bayesian framework. - Jilles Andringa; Marcia Lourenco Baptista; Bruno F. Santos (Inf. Fusion, 2025)