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Project no.: 619209 Project full title: Analysis of Massive Data STreams

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

Environmental and Ecological Statistics - 1/3/2024

10.1007/s10651-023-00587-2

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

Mathematics - 27/10/2022

10.3390/math10213994

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• OAI-PMH
• Web of Science

Bayesian Networks for Preprocessing Water Management Data

Mathematics - 23/05/2022

10.3390/math10101777

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• OAI-PMH
• Web of Science

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

Agronomy - 10/04/2021

10.3390/agronomy11040740

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• OAI-PMH
• Web of Science

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 - 15/3/2019

10.1007/s10651-019-00419-2

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• OAI-PMH
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Bayesian networks for evaluating climate change influence in olive crops in Andalusia, Spain

NATURAL RESOURCE MODELING - 1/2/2019

10.1111/nrm.12169

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• OAI-PMH
• Web of Science

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

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT - 1/12/2019

10.1007/s00477-019-01746-3

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• OAI-PMH
• Web of Science

A review of inference algorithms for hybrid Bayesian networks

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH - 1/8/2018

10.1613/jair.1.11228

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• Web of Science

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 - 1/11/2018

10.1007/s00477-018-1566-5

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• OAI-PMH
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Modelos de redes bayesianas con variables discretas y continuas Rafael Rumí Rodríguez

• Datos BNE

Redes bayesianas híbridas: una herramienta estadística en ecología y ciencias ambientales

2016

• Dialnet

Estimation of species richness using bayesian networks

Advances in Artificial Intelligence - 1/1/2015

10.1007/978-3-319-24598-0_14

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• Web of Science

Supervised classification using hybrid probabilistic decision graphs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

10.1007/978-3-319-11433-0_14

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Soft clustering based on hybrid Bayesian networks in socioecological cartography

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

10.1007/978-3-319-07617-1_53

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• Web of Science

Incorporating prior knowledge when learning mixtures of truncated basis functions from data

Twelfth Scandinavian Conference on Artificial Intelligence (Scai 2013) - 1/12/2013

10.3233/978-1-61499-330-8-95

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• Web of Science

Inference in hybrid Bayesian networks with Mixtures of Truncated Basis Functions

Proceedings of the Sixth European Workshop on Probabilistic Graphical Models - 1/12/2012

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Redes bayesianas híbridas en dominios de alta dimensionalidad

2011

• Dialnet

Predicting stock and portfolio returns using mixtures of truncated exponentials

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/8/2009

10.1007/978-3-642-02906-6_67

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• Web of Science

Penniless propagation with mixtures of truncated exponentials

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

10.1007/11518655_5

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• Web of Science

Mixtures of Polynomials for Regression Problems

Proceedings of the International Conference on Data Mining (DMIN) - 2016

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Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016

• Scopus
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Naive bayes classifier with mixtures of polynomials

ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods, Proceedings - 1/1/2015

10.5220/0005166000140024

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MPE inference in conditional linear gaussian networks

Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 1/1/2015

10.1007/978-3-319-20807-7_37

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• OAI-PMH

Mixtures of truncated basis functions

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2/2012

10.1016/j.ijar.2011.10.004

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• ORCID
• OAI-PMH
• Web of Science

Social structure-land use-water flows: Modelling relationships using discrete Bayesian networks

iEMSs 2012 - Managing Resources of a Limited Planet: Proceedings of the 6th Biennial Meeting of the International Environmental Modelling and Software Society - 1/12/2012

• Scopus
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Approximating the distribution of a sum of log-normal random variables

Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012

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Tractable inference in hybrid bayesian networks with deterministic conditionals using re-approximations

Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012

• Scopus
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Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals

International Conference on Intelligent Systems Design and Applications, ISDA - 1/12/2011

10.1109/isda.2011.6121722

• Scopus
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Structural-EM for learning PDG models from incomplete data

Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 2008

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