32 citations · 53 across the 10 of their papers we have counts for
5 papers · 1 filter
Going beyond richness: Modelling the BEF relationship using species identity, evenness, richness and species interactions via the DImodels R package
Rafael A. Moral, Rishabh Vishwakarma, John Connolly +4
BEF studies aim to understand how ecosystems respond to a gradient of species diversity. Diversity-Interactions (DI) models are suitable for analysing the BEF relationship. These m…
Profiling Television Watching Behaviour Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data
Rafael A. Moral, Zhi Chen, Shuai Zhang +4
Customer churn prediction is a valuable task in many industries. In telecommunications it presents great challenges, given the high dimensionality of the data, and how difficult it…
Pattern-Based Prediction of Population Outbreaks
Gabriel R. Palma, Wesley A. C. Godoy, Eduardo Engel +5
Insect outbreaks are biotic disturbances in forests and agroecosystems that cause economic and ecological damage. This phenomenon depends on a variety of biological and physical fa…
Variational Inference for Additive Main and Multiplicative Interaction Effects Models
AntÔnia A. L. Dos Santos, Rafael A. Moral, Danilo A. Sarti +1
In plant breeding the presence of a genotype by environment (GxE) interaction has a strong impact on cultivation decision making and the introduction of new crop cultivars. The com…
A Bayesian Model to Estimate Abundance Based on Scarce Animal Vestige Data
Niamh Mimnagh, Iuri Ferreira, Luciano Verdade +1
We propose a modelling framework which allows for the estimation of abundances from trace counts. This indirect method of estimating abundance is attractive due to the relative aff…