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Dynamic Bayesian Networks for the Classification of Sleep Stages
Main topics of the document: dynamic Bayesian networks; sleep analysis; probabilistic graphical models...
Automation and control systems
- 2018 •
- D •
- Link
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D - Stať ve sborníku
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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...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
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D - Stať ve sborníku
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Parameter Estimation in Linear Dynamic Systems using Bayesian networks
of Bayesian networks to estimate the parameters of linear dynamic systems described simulated dynamic systems. The parameters are estimated using a learning function for Bayesian networks from Ba...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
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D - Stať ve sborníku
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Dynamic bayesian networks application for evaluating the investment projects effectiveness
In this paper, we propose a methodology for using dynamic Bayesian networks-if" are considered. A dynamic Bayesian model has been developed for scenario in the selection and quantification of input an...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D •
- Link
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D - Stať ve sborníku
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Dynamic Bayesian Network for Probabilistic Modeling of Tunnel Excavation Processes
A dynamic Bayesian network (DBN) model for probabilistic assessment of tunnel construction per- formance is introduced. It facilitates the quantification of uncertainties in the construction process and of the risk from ext...
JN - Stavebnictví
- 2013 •
- Jx •
- Link
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Probabilistic risk assessment of excavation performance in tunnel projects using Bayesian networks: a case study
A model for probabilistic assessment of excavation performance of tunnel projects is pre- sented. The model is based on Dynamic Bayesian Networks (DBN) and enables to consider the quality of the design and construction proc...
JM - Inženýrské stavitelství
- 2011 •
- D •
- Link
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D - Stať ve sborníku
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A methodology for dynamic fault tree implementation
came lately with use of new graphical models. The models complete earlier dynamic fault tree solution using Markov models with Bayesian networks and Petri net methodsDynamic fault trees present comparatively new f...
JS - Řízení spolehlivosti a kvality, zkušebnictví
- 2007 •
- X
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X - Nezařazeno
Centralized Bayesian reliability modelling with sensor networks
The article concerns reliability estimation in modern dynamic systems. It introduces a novel approach, exploiting a network of several independent spatially distributed sensors, actively probing the monitored system. A dedicated
BD - Teorie informace
- 2013 •
- Jx
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Exploiting Functional Dependence in Bayesian Network Inference.
Basic themes in document: bayesian network inference; applications of bayesian networks. ł Á Ď ü ! * 3 7 ?...
JD - Využití počítačů, robotika a její aplikace
- 2002 •
- D
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D - Stať ve sborníku
Modeling of Network Dynamics: From Dynamic Nodes to Dynamic Structure
probabilistic graphical modeling and stochastic system dynamics to model the networkThe paper presents a conceptual framework for modeling of dynamic systems with a variable structure. Practical motivation comes from analy...
BB - Aplikovaná statistika, operační výzkum
- 2008 •
- D
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D - Stať ve sborníku
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