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1

Applications of hybrid dynamic Bayesian networks to water reservoir management

Ropero, Rosa F., Flores, M. Julia, Rumí, Rafael, Aguilera, Pedro A.

Journal:

Year:

2017

Language:

english

File:

PDF, 889 KB

english, 2017

2

Supervised classification using probabilistic decision graphs

Jens D. Nielsen, Rafael Rumí, Antonio Salmerón

Journal:

Computational Statistics & Data Analysis

Year:

2009

Language:

english

File:

PDF, 1.32 MB

english, 2009

3

Cardiovascular safety of the method of limits titration procedure for electroconvulsive therapy dosing: a retrospective study

Celso Ricardo Bueno, Marina O. Rosa, Demetrio O. Rumi, Rafael B. Ribeiro, Moacyr A. Rosa

Journal:

Brain Stimulation

Year:

2011

Language:

english

File:

PDF, 99 KB

english, 2011

4

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

Ropero, Rosa F., Nicholson, Ann E., Aguilera, Pedro A., Rumí, Rafael

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2018

Language:

english

File:

PDF, 2.52 MB

english, 2018

5

Data clustering using hidden variables in hybrid Bayesian networks

Fernández, Antonio, Gámez, José A., Rumí, Rafael, Salmerón, Antonio

Journal:

Progress in Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 291 KB

english, 2014

6

Inventory management with log-normal demand per unit time

Cobb, Barry R., Rumí, Rafael, Salmerón, Antonio

Journal:

Computers & Operations Research

Year:

2013

Language:

english

File:

PDF, 380 KB

english, 2013

7

Reação de porta-enxertos comerciais de tomateiro a Meloidogyne mayaguensis

Cantu, Rafael Ricardo, Wilcken, Silvia Renata Siciliano, Rosa, Juliana Magrinelli Osório, Goto, Rumy

Journal:

Summa Phytopathologica

Year:

2009

File:

PDF, 40 KB

2009

8

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

Flores, M. Julia, Ropero, Rosa F., Rumí, Rafael

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2019

File:

PDF, 1.79 MB

2019

9

Learning hybrid Bayesian networks using mixtures of truncated exponentials

Vanessa Romero, Rafael Rumí, Antonio Salmerón

Journal:

International Journal of Approximate Reasoning

Year:

2006

Language:

english

File:

PDF, 231 KB

english, 2006

10

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals

Shenoy, Prakash P., Rumí, Rafael, Salmerón, Antonio

Journal:

International Journal of Intelligent Systems

Year:

2015

Language:

english

File:

PDF, 969 KB

english, 2015

11

Clinical and Demographic Profile of Patients Receiving Maintenance ECT in a Brazilian Service

Bueno, Celso Ricardo, Rosa, Marina O., Ribeiro, Rafael B., Ribeiro, Carmen S., Rumi, Demetrio O., Marcolin, Marco A., Rigonatti, Sergio P., Rosa, Moacyr A.

Journal:

Year:

2007

Language:

english

File:

PDF, 114 KB

english, 2007

12

Reação e resistência de porta-enxertos de tomateiro à murcha de fusário

Cantú, Rafael Ricardo, Rebelo, José Angelo, Milanesi, Paola Mendes, Goto, Rumy

Journal:

Year:

2014

File:

PDF, 2.12 MB

2014

13

Answering queries in hybrid Bayesian networks using importance sampling

Antonio Fernández, Rafael Rumí, Antonio Salmerón

Journal:

Decision Support Systems

Year:

2012

Language:

english

File:

PDF, 1.19 MB

english, 2012

14

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

Ropero, Rosa F., Rumí, Rafael, Aguilera, Pedro A.

Journal:

Natural Resource Modeling

Year:

2018

Language:

english

File:

PDF, 886 KB

english, 2018

15

Estimating mixtures of truncated exponentials in hybrid bayesian networks

Rafael Rumí, Antonio Salmerón, Serafín Moral

Journal:

Year:

2006

Language:

english

File:

PDF, 308 KB

english, 2006

16

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

Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí

Journal:

Statistics and Computing

Year:

2006

Language:

english

File:

PDF, 540 KB

english, 2006

17

Parameter estimation and model selection for mixtures of truncated exponentials

Helge Langseth, Thomas D. Nielsen, Rafael Rumı´, Antonio Salmerón

Journal:

International Journal of Approximate Reasoning

Year:

2010

Language:

english

File:

PDF, 531 KB

english, 2010

18

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

Cobb, Barry R., Johnson, Alan W., Rumí, Rafael, Salmerón, Antonio

Journal:

International Journal of Production Economics

Year:

2015

Language:

english

File:

PDF, 1.08 MB

english, 2015

19

Structural-EM for learning PDG models from incomplete data

Jens D. Nielsen, Rafael Rumí, Antonio Salmerón

Journal:

International Journal of Approximate Reasoning

Year:

2010

Language:

english

File:

PDF, 1.01 MB

english, 2010

20

Parameter learning in hybrid Bayesian networks using prior knowledge

Pérez-Bernabé, Inmaculada, Fernández, Antonio, Rumí, Rafael, Salmerón, Antonio

Journal:

Data Mining and Knowledge Discovery

Year:

2016

Language:

english

File:

PDF, 1.36 MB

english, 2016

21

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

Ropero, Rosa F., Rumí, Rafael, Aguilera, Pedro A.

Journal:

Environmental and Ecological Statistics

Year:

2019

Language:

english

File:

PDF, 3.79 MB

english, 2019

22

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

Flores, M. Julia, Ropero, Rosa F., Rumí, Rafael

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2019

Language:

english

File:

PDF, 1.79 MB

english, 2019

23

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

Ramos-López, Darío, Masegosa, Andrés R., Salmerón, Antonio, Rumí, Rafael, Langseth, Helge, Nielsen, Thomas D., Madsen, Anders L.

Journal:

International Journal of Approximate Reasoning

Year:

2018

Language:

english

File:

PDF, 847 KB

english, 2018

24

Approximate probability propagation with mixtures of truncated exponentials

Rafael Rumí, Antonio Salmerón

Journal:

International Journal of Approximate Reasoning

Year:

2007

Language:

english

File:

PDF, 293 KB

english, 2007

25

[IEEE 2011 11th International Conference on Intelligent Systems Design and Applications (ISDA) - Cordoba, Spain (2011.11.22-2011.11.24)] 2011 11th International Conference on Intelligent Systems Design and Applications - Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals

Shenoy, Prakash P., Rumi, Rafael, Salmeron, Antonio

Year:

2011

Language:

english

File:

PDF, 587 KB

english, 2011

26

Inference in hybrid Bayesian networks

Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón

Journal:

Reliability Engineering & System Safety

Year:

2009

Language:

english

File:

PDF, 606 KB

english, 2009

27

Mixtures of truncated basis functions

Helge Langseth, Thomas D. Nielsen, Rafael Rumı´, Antonio Salmerón

Journal:

International Journal of Approximate Reasoning

Year:

2012

Language:

english

File:

PDF, 980 KB

english, 2012

28

Uso de malhas pigmentadas e mulching em túneis para cultivo de rúcula: efeito no ambiente e nas plantas modelo

Cantu, Rafael Ricardo, Goto, Rumy, Junglaus, Richard Willian, Gonzatto, Rogério, Cunha, Antonio Ribeiro da

Journal:

Year:

2013

File:

PDF, 287 KB

2013

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