Bayesian networks
Dynamic Bayesian Networks in Classification-and-Ranking Architecture of Response Generation
... Dynamic Bayesian networks: Dynamic Bayesian Networks (DBNs) are directed graphical models of stochastic processes. A DBN is a specific type of BNs and consists of time-slices, whereby each ...
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Civil identification with DNA profiles databases using Bayesian networks
... of networks that "carry" probabilities began with the geneticist Sewall Wright in ..."Bayesian networks" also called "Probabilistic Expert Systems ...
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Crime scene investigation through DNA traces using Bayesian networks
... of Bayesian networks, to analyse the information contained in a mixture DNA trace, referring to a crime in which there are two victims’ and two suspect’s ...
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Crime scene investigation through DNA traces using Bayesian networks
... of Bayesian networks, to analyse the information contained in a mixture DNA trace, referring to a crime in which there are two victims’ and two suspect’s ...
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The use of Bayesian Networks in Detecting the States of Ventilation Mills in Power Plants
... Bayesian networks have been widely used for the purpose of predictive maintenance in the last few ...neural networks, support vector machines, ...
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A Probability-based Evolutionary Algorithm with Mutations to Learn Bayesian Networks
... for Bayesian networks was presented by Blanco et ...good Bayesian net- works within short ...to Bayesian networks, Kim et ...for Bayesian networks, and compares the ...
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User Characterization through Dynamic Bayesian Networks in Cognitive Radio Wireless Networks
... as Bayesian networks, the focus of our proposal to improve the percentage of modeling and characterization of PUs in the spectral decision making stage from spectrum ...
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MATRIX-VECTOR ALGORITHMS OF LOCAL POSTERIORI INFERENCE IN ALGEBRAIC BAYESIAN NETWORKS ON QUANTA PROPOSITIONS
... 18. Tulup'ev A.L., Sirotkin A.V. Matrichnye uravneniya lokal'nogo logiko-veroyatnostnogo vyvoda otsenok istinnosti elementov v algebraicheskikh baiesovskikh setyakh [Matrix-Vector Equations for Local Probabilistic-Logic ...
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Bayesian networks for clinical decision support in lung cancer care.
... uncertainty. Bayesian Networks (BNs), which naturally reason with uncertain domain knowledge, can be applied to aid lung cancer experts by providing personalised survival estimates and treatment selection ...
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Bayesian networks in forensic identification problems
... OOBN are one example of the general class of Bayesian networks. An instance or object is a regular network possessing input and output nodes as well as ordinary internal nodes. The interface nodes have grey ...
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Bayesian networks use in simple maternity problems
... of networks that “carry” probabilities arose with the geneticist Sewall Wright in ...models, Bayesian networks or Probabilistic Expert Systems (PES), are usually used in artificial ...
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Particle Swarm Optimisation for learning Bayesian Networks
... Abstract— This paper discusses the potential of Particle Swarm Optimisation (PSO) for inducing Bayesian Networks (BNs). Specifically, we detail two methods which adopt the search and score approach to BN ...
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Civil and criminal identification with Bayesian networks
... The civil identification problem presented obviously may occur in situations of catastrophes or accidents at which it is possible to have unidentified victims. The use of DNA evidence is quite recent in helping to solve ...
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Civil identification problems with Bayesian networks using official DNA databases
... The comparisons described in the previous section are done through the respective probabilities events ratios: the likelihood ratios. In each comparison the hypothesis with the greatest probability is the accepted one. ...
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A Bayesian methodology to study the simple maternity search problem
... of networks that “carry” probabilities began with the geneticist Sewall Wright in ...called Bayesian networks or Probabilistic Expert Systems (PES), are usually used in artificial ...
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Investigation of a crime scene with two victims and a perpetrator through DNA traces
... In (Dawid et al., 2002) it is described a new approach to the problems mentioned above. The building and use of Bayesian networks to analyse complex problems of forensic identification inference was ...
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An Efficient Method for Assessing Water Quality Based on Bayesian Belief Networks
... The purpose of this section is to apply the classical time series analysis to groundwater quality data and to compare the results with that obtained by the application of Dynamic Bayesian Networks (DBNs). ...
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Cad. Saúde Pública vol.31 número1
... of Bayesian networks in supporting breast cancer ...using Bayesian networks (index ...Using Bayesian networks to diagnose malignant lesions increased the pretest prob- ability of ...
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Einstein (São Paulo) vol.13 número2
... of Bayesian networks include violations of probability distributions employed for system structuring and limited system update possibilities in the face of the need for novel ...Therefore, Bayesian ...
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