Bayesian networks in environmental modeling
Bayesian networks (BNs), also known as Bayesian belief networks or Bayes nets, are a kind of probabilistic graphical model that has become very popular to practitioners mainly due to the powerful probability theory involved, which makes them able to deal with a wide range of problems.The goal of thi...
Main Authors: | Fernández Ropero, Rosa María, Aguilera Aguilera, Pedro, Fernández Álvarez, Antonio, Rumí Rodríguez, Rafael, Salmerón Cerdán, Antonio |
---|---|
格式: | info:eu-repo/semantics/article |
語言: | English |
出版: |
Elsevier
2024
|
在線閱讀: | http://hdl.handle.net/10835/14946 |
相似書籍
-
Regression using hybrid Bayesian networks: modelling landscape - socioeconomy relationships
由: Fernández Ropero, Rosa María, et al.
出版: (2024) -
Bayesian networks for evaluating Climate Change influence in olive crops in Andalusia, Spain.
由: Fernández Ropero, Rosa María, et al.
出版: (2024) -
Modelling relationships between socioeconomy, landscape and water flows in Mediterranean agroecosystems: a case study in Adra catchment (Spain) using Bayesian networks
由: Fernández Ropero, Rosa María, et al.
出版: (2024) -
Answering queries in hybrid Bayesian networks using importance sampling
由: Fernández, Antonio, et al.
出版: (2017) -
Analysis of the socioecological structure and dynamics of the territory using a hybrid Bayesian network classifier
由: Fernández Ropero, Rosa María, et al.
出版: (2024)