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Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

Environmental and ecological statistics, 2024-03, Vol.31 (1), p.27-56

2024

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Mixtures of truncated basis functions

International journal of approximate reasoning, 2012-02, Vol.53 (2), p.212-227

2012

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A Review of Inference Algorithms for Hybrid Bayesian Networks

The Journal of artificial intelligence research, 2018-01, Vol.62, p.799-828

2018

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Inference in hybrid Bayesian networks

Reliability engineering & system safety, 2009-10, Vol.94 (10), p.1499-1509

2009

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Bayesian Networks for Preprocessing Water Management Data

Mathematics (Basel), 2022-05, Vol.10 (10), p.1777

2022

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An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

Mathematics (Basel), 2022-11, Vol.10 (21), p.3994

2022

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Inventory management with log-normal demand per unit time

Computers & operations research, 2013-07, Vol.40 (7), p.1842-1851

2013

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Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

International journal of approximate reasoning, 2018-09, Vol.100, p.115-134

2018

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Assessment of flood risk in Mediterranean catchments: an approach based on Bayesian networks

Stochastic environmental research and risk assessment, 2019-12, Vol.33 (11-12), p.1991-2005

2019

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Modelling relationships between socioeconomy, landscape and water flows in Mediterranean agroecosystems: a case study in Adra catchment (Spain) using Bayesian networks

Environmental and ecological statistics, 2019-03, Vol.26 (1), p.47-86

2019

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Accurate lead time demand modeling and optimal inventory policies in continuous review systems

International journal of production economics, 2015-05, Vol.163, p.124-136

2015

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Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain

Natural resource modeling, 2019-02, Vol.32 (1), p.n/a

2019

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A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks

Agronomy (Basel), 2021-04, Vol.11 (4), p.740

2021

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Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain

Stochastic environmental research and risk assessment, 2018-11, Vol.32 (11), p.3117-3135

2018

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Parameter learning in hybrid Bayesian networks using prior knowledge

Data mining and knowledge discovery, 2016-05, Vol.30 (3), p.576-604

2016

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Approximate probability propagation with mixtures of truncated exponentials

International journal of approximate reasoning, 2007-07, Vol.45 (2), p.191-210

2007

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Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals

International journal of intelligent systems, 2015-03, Vol.30 (3), p.265-291

2015

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Applications of hybrid dynamic Bayesian networks to water reservoir management

Environmetrics (London, Ont.), 2017-02, Vol.28 (1), p.np-n/a

2017

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Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials

Statistics and computing, 2006-09, Vol.16 (3), p.293-308

2006

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Answering queries in hybrid Bayesian networks using importance sampling

Decision Support Systems, 2012-06, Vol.53 (3), p.580-590

2012

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Learning hybrid Bayesian networks using mixtures of truncated exponentials

International journal of approximate reasoning, 2006-05, Vol.42 (1), p.54-68

2006

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Supervised classification using probabilistic decision graphs

Computational statistics & data analysis, 2009-02, Vol.53 (4), p.1299-1311

2009

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Data clustering using hidden variables in hybrid Bayesian networks

Progress in artificial intelligence, 2014-06, Vol.2 (2-3), p.141-152

2014

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Structural-EM for learning PDG models from incomplete data

International journal of approximate reasoning, 2010-06, Vol.51 (5), p.515-530

2010

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Supervised Classification Using Hybrid Probabilistic Decision Graphs

Probabilistic Graphical Models, p.206-221

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Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

Mixtures of truncated basis functions

A Review of Inference Algorithms for Hybrid Bayesian Networks

Inference in hybrid Bayesian networks

Bayesian Networks for Preprocessing Water Management Data

An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

Inventory management with log-normal demand per unit time

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

Assessment of flood risk in Mediterranean catchments: an approach based on Bayesian networks

Modelling relationships between socioeconomy, landscape and water flows in Mediterranean agroecosystems: a case study in Adra catchment (Spain) using Bayesian networks

Accurate lead time demand modeling and optimal inventory policies in continuous review systems

Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain

A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks

Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain

Parameter learning in hybrid Bayesian networks using prior knowledge

Approximate probability propagation with mixtures of truncated exponentials

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals

Applications of hybrid dynamic Bayesian networks to water reservoir management

Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials

Answering queries in hybrid Bayesian networks using importance sampling

Learning hybrid Bayesian networks using mixtures of truncated exponentials

Supervised classification using probabilistic decision graphs

Data clustering using hidden variables in hybrid Bayesian networks

Structural-EM for learning PDG models from incomplete data

Supervised Classification Using Hybrid Probabilistic Decision Graphs

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