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Journal Articles
- 2025
[j7]Gabriel R. Palma
, Rodrigo Fernandes de Mello, Wesley Augusto Conde Godoy, Eduardo Engel, Douglas Lau, Charles Markham, Rafael A. Moral:
Forecasting insect abundance using time series embedding and machine learning. Ecol. Informatics 85: 102934 (2025)- 2024
- [j6]Sandra Cristina Deodoro, Rafael de Andrade Moral, Réamonn Fealy, Tim McCarthy, Rowan Fealy:
Using the surface scattering mechanism from dual-pol SAR data to estimate topsoil particle-sizefractions. Int. J. Appl. Earth Obs. Geoinformation 128: 103742 (2024) - [j5]Gabriel R. Palma, Conor Thornberry, Sean Commins, Rafael A. Moral:
Understanding Learning from EEG Data: Combining Machine Learning and Feature Engineering Based on Hidden Markov Models and Mixed Models. Neuroinformatics 22(4): 487-497 (2024) - 2023
- [j4]Gabriel R. Palma, Wesley Augusto Conde Godoy, Eduardo Engel, Douglas Lau, Edgar Galván, Oliver Mason, Charles Markham, Rafael de Andrade Moral:
Pattern-based prediction of population outbreaks. Ecol. Informatics 77: 102220 (2023) - 2022
- [j3]Rafael de Andrade Moral, Zhi Chen, Shuai Zhang, Sally I. McClean, Gabriel R. Palma, Brahim Allan, Ian Kegel:
Profiling Television Watching Behavior Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data. IEEE Access 10: 113018-113027 (2022) - 2021
- [j2]Estevão B. Prado, Rafael A. Moral, Andrew C. Parnell:
Bayesian additive regression trees with model trees. Stat. Comput. 31(3): 20 (2021) - 2013
- [j1]Iuri Emmanuel de Paula Ferreira, Rafael de Andrade Moral, Cláudia Pio Ferreira, Wesley Augusto Conde Godoy:
Modelling fungus dispersal scenarios using cellular automata. Ecol. Informatics 14: 53-58 (2013)
Informal and Other Publications
- 2023
- [i6]Antônia A. L. Dos Santos, Danilo A. Sarti, Rafael A. Moral, Andrew C. Parnell:
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental Trials. CoRR abs/2301.03655 (2023) - [i5]Gabriel Rodrigues Palma, Conor Thornberry, Sean Commins, Rafael de Andrade Moral:
Understanding learning from EEG data: Combining machine learning and feature engineering based on hidden Markov models and mixed models. CoRR abs/2311.08113 (2023) - 2022
- [i4]Antônia A. L. Dos Santos, Rafael A. Moral, Danilo A. Sarti, Andrew C. Parnell:
Variational Inference for Additive Main and Multiplicative Interaction Effects Models. CoRR abs/2207.00011 (2022) - 2021
- [i3]Estevão B. Prado, Andrew C. Parnell, Nathan McJames, Ann O'Shea, Rafael A. Moral:
Semi-parametric Bayesian Additive Regression Trees. CoRR abs/2108.07636 (2021) - [i2]Gustavo Pompeu da Silva, Rafael de Andrade Moral:
Frame by frame completion probability of an NFL pass. CoRR abs/2109.08051 (2021) - 2020
- [i1]Estevão B. Prado, Rafael A. Moral, Andrew C. Parnell:
Bayesian Additive Regression Trees with Model Trees. CoRR abs/2006.07493 (2020)
Coauthor Index
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