Knowledge representation and inference in similarity networks and Bayesian multinets
From MaRDI portal
Publication:2674196
DOI10.1016/0004-3702(95)00014-3OpenAlexW2101782549MaRDI QIDQ2674196
Publication date: 22 September 2022
Published in: Artificial Intelligence (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/0004-3702(95)00014-3
Related Items
Signature verification using a modified Bayesian network, Bayesian graphical models for modern biological applications, Exploiting case-based independence for approximating marginal probabilities, Hybrid learning of Bayesian multinets for binary classification, Asymmetric hidden Markov models, The role of local partial independence in learning of Bayesian networks, Learning Bayesian network classifiers by risk minimization, Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models, Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers., Incomplete graphical model inference via latent tree aggregation, Conditional log-linear structures for log-linear modelling, Causal learning with Occam's razor, A logical approach to context-specific independence, Supervised classification with conditional Gaussian networks: increasing the structure complexity from naive Bayes, Bayesian Graphical Regression, Multiclass analysis and prediction with network structured covariates, Naïve possibilistic network classifiers, Belief updating in multiply sectioned Bayesian networks without repeated local propagations, Bayesian network modeling of the consensus between experts: an application to neuron classification
Uses Software
Cites Work
- Fusion, propagation, and structuring in belief networks
- Causation, prediction, and search
- A Bayesian method for the induction of probabilistic networks from data
- Learning Bayesian networks: The combination of knowledge and statistical data
- The computational complexity of probabilistic inference using Bayesian belief networks
- Identifying independence in bayesian networks
- An algebra of bayesian belief universes for knowledge‐based systems
- Probability, Frequency and Reasonable Expectation
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item