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Transition between graphical and algebraic representatives of Bayesian network models
Basic themes of document: probabilistic modelling; conditional independence structures; Bayesian networks...
JD - Využití počítačů, robotika a její aplikace
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Risk Analysis of Structures Exposed to the Impact by Bayesian Networks
The risk assessment of structures endangered by impact is based on Bayesian causal networks. The suggested approach is to optimize design, which can be applied for any type of structures. The objective is to minimi...
JN - Stavebnictví
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Structural learning of mixed noisy-OR Bayesian networks
In this paper we discuss learning Bayesian networks whose conditional. We refer to these models as Mixed Noisy-OR Bayesian Networks. To learn their structure, we modify the Bayesian Information Cr...
Communication engineering and systems
- 2023 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
New Algorithm for Learning Decomposable Models.
Basic themes in document: graphical models; structure learning; bayesian networks.
BD - Teorie informace
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
Dynamic Bayesian Networks in the Problem of Localizing the NarcoticSubstances Distribution
of dynamic Bayesian networks (DBN) for scenario analysis and predictionThis paper proposed a methodology for the use of static and dynamic Bayesian networks (BN) in the problems of localizing the distribution of n...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
On open questions in the geometric approach to learning BN structures
We try to answer some of the open questions in the geometric approach to learning Bayesian network structure. These questions concern the geometric structure of the polytope generated by standard imsets....
BA - Obecná matematika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Learning Noisy-Or Networks with an Application in Linguistics
to these models as Mixed Noisy-Or Bayesian Networks. In order to learn the structure of such Bayesian networks we modify the Bayesian Information Criteria (BIC) used for general Bayesian...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D
Rok uplatnění
D - Stať ve sborníku
Learning Noisy-Or Networks with an Application in Linguistics
to these models as Mixed Noisy-Or Bayesian Networks. In order to learn the structure of such Bayesian networks we modify the Bayesian Information Criteria (BIC) used for general Bayesian...
Statistics and probability
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Uncovering Relationships using Bayesian Networks: A Case Study on Conspiracy Theories
Bayesian networks (BNs) represent a probabilistic model that can visualize relationships between variables. We apply various BN structure learning algorithms the structure of the conspiracies and their relationship...
Sociology
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The use of Bayesian methods in the task of localizing the narcotic substances distribution
This paper proposed a methodology for the use of static Bayesian networks (BN) in the problems of localizing the distribution of narcotic substances. Methods for constructing the BN structure, their parametric training, val...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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