Shrinkage-based Bayesian variable selection for species distribution modelling in complex environments: An application to urban biodiversity.
Andreas DietzelMarco MorettiLauren M. CookPublished in: Ecol. Informatics (2024)
Keyphrases
- variable selection
- complex environments
- input variables
- cross validation
- bird species
- high dimensional
- linear models
- model selection
- dimension reduction
- climate change
- group lasso
- probability distribution
- high dimensional data
- autonomous agents
- bayesian networks
- denoising
- image denoising
- posterior distribution
- pattern recognition
- sequential decision tasks
- efficient optimization
- neural network
- convex optimization
- principal component analysis
- mobile robot
- feature selection
- computer vision