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We stand with Ukraine

José Manuel Gutiérrez

Orcid: 0000-0002-2766-6297

According to our database¹, José Manuel Gutiérrez authored at least 31 papers between 1995 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2024

Transformer based super-resolution downscaling for regional reanalysis: Full domain vs tiling approaches.

[BibT_eX]

[DOI]

,

Mario Santa Cruz

,

Daniel San Martín

,

José Manuel Gutiérrez

CoRR, 2024

2023

Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications.

[BibT_eX]

[DOI]

Jorge Luis Baño-Medina

,

Maialen Iturbide

,

Jesús Fernández

,

José Manuel Gutiérrez

CoRR, 2023

2021

Learning complex dependency structure of gene regulatory networks from high dimensional micro-array data with Gaussian Bayesian networks.

[BibT_eX]

[DOI]

Catharina Elisabeth Graafland

,

José Manuel Gutiérrez

CoRR, 2021

2019

Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms.

[BibT_eX]

[DOI]

,

Catharina Elisabeth Graafland

,

José Manuel Gutiérrez

Int. J. Approx. Reason., 2019

The METACLIP semantic provenance framework for climate products.

[BibT_eX]

[DOI]

,

Daniel San Martín Segura

,

Maialen Iturbide

,

,

Rodrigo Manzanas

,

José Manuel Gutiérrez

Environ. Model. Softw., 2019

2018

Tackling Uncertainties of Species Distribution Model Projections with Package mopa.

[BibT_eX]

[DOI]

Maialen Iturbide

,

,

José Manuel Gutiérrez

R J., 2018

An R package to visualize and communicate uncertainty in seasonal climate prediction.

[BibT_eX]

[DOI]

María Dolores Frías

,

Maialen Iturbide

,

Rodrigo Manzanas

,

,

Jesús Fernández

,

,

Antonio S. Cofiño

,

José Manuel Gutiérrez

Environ. Model. Softw., 2018

Who Learns Better Bayesian Network Structures: Constraint-Based, Score-based or Hybrid Algorithms?

[BibT_eX]

[DOI]

,

Catharina Elisabeth Graafland

,

José Manuel Gutiérrez

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

2015

Majorization comparison of closed list electoral systems through a matrix theorem.

[BibT_eX]

[DOI]

José Manuel Gutiérrez

Ann. Oper. Res., 2015

2012

Simple reservoirs with chain topology based on a single time-delay nonlinear node.

[BibT_eX]

[DOI]

José Manuel Gutiérrez

,

Daniel San-Martín

,

,

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Benefits and requirements of grid computing for climate applications. An example with the community atmospheric model.

[BibT_eX]

[DOI]

V. Fernández-Quiruelas

,

Jesús Fernández

,

Antonio S. Cofiño

,

,

José Manuel Gutiérrez

Environ. Model. Softw., 2011

2009

A characterization of compactness through preferences.

[BibT_eX]

[DOI]

José Manuel Gutiérrez

Math. Soc. Sci., 2009

Execution management in the GRID, for sensitivity studies of global climate simulations.

[BibT_eX]

[DOI]

V. Fernández-Quiruelas

,

Jesús Fernández

,

,

Antonio S. Cofiño

,

José Manuel Gutiérrez

Earth Sci. Informatics, 2009

2008

Complex Workflow Management of the CAM Global Climate Model on the GRID.

[BibT_eX]

[DOI]

V. Fernández-Quiruelas

,

Jesús Fernández

,

Antonio S. Cofiño

,

,

F. García-Torre

,

R. M. San Martín

,

,

José Manuel Gutiérrez

Proceedings of the Computational Science, 2008

2007

A Web Portal for Regional Projection of Weather Forecast Using GRID Middleware.

[BibT_eX]

[DOI]

Antonio S. Cofiño

,

Daniel San-Martín

,

José Manuel Gutiérrez

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2004

Evolving modular networks with genetic algorithms: application to nonlinear time series.

[BibT_eX]

[DOI]

Antonio S. Cofiño

,

José Manuel Gutiérrez

,

María L. Ivanissevich

Expert Syst. J. Knowl. Eng., 2004

2003

GRID Oriented Implementation of Self-organizing Maps for Data Mining in Meteorology.

[BibT_eX]

[DOI]

Francisco Luengo

,

Antonio S. Cofiño

,

José Manuel Gutiérrez

Proceedings of the Grid Computing, 2003

2002

Bayesian Networks for Probabilistic Weather Prediction.

[BibT_eX]

Antonio S. Cofiño

,

,

,

José Manuel Gutiérrez

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Some Applications of Functional Networks in Statistics and Engineering.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

,

Technometrics, 2001

Optimal Modular Feedforward Neural Nets Based on Functional Network Architectures.

[BibT_eX]

[DOI]

Antonio S. Cofiño

,

José Manuel Gutiérrez

Proceedings of the Connectionist Models of Neurons, 2001

2000

A Minimax Method for Learning Functional Networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

,

Carmen Castillo

Neural Process. Lett., 2000

A Hybrid Evolutive-Genetic Strategy for the Inverse Fractal Problem of IFS Models.

[BibT_eX]

[DOI]

José Manuel Gutiérrez

,

Antonio S. Cofiño

,

María L. Ivanissevich

Proceedings of the Advances in Artificial Intelligence, 2000

1999

Functional networks with applications: a neural-based paradigm [Book Review].

[BibT_eX]

[DOI]

Enrique F. Castillo

,

,

José Manuel Gutiérrez

,

Rosa Eva Pruneda

IEEE Trans. Neural Networks, 1999

1998

Improving Search-Based Inference in Bayesian Networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

1997

Expert Systems and Probabilistic Network Models

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

Monographs in Computer Science, Springer, ISBN: 978-1-4612-2270-5, 1997

Sensitivity analysis in discrete Bayesian networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

IEEE Trans. Syst. Man Cybern. Part A, 1997

Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

,

Cristina Solares

Artif. Intell. Eng., 1997

1996

A new method for efficient symbolic propagation in discrete Bayesian networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

Networks, 1996

A modified simulation scheme for inference in Bayesian networks.

[BibT_eX]

[DOI]

Remco R. Bouckaert

,

Enrique F. Castillo

,

José Manuel Gutiérrez

Int. J. Approx. Reason., 1996

Goal Oriented Symbolic Propagation in Bayesian Networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

Parametric Structure of Probabilities in Bayesian Networks.

[BibT_eX]

[DOI]

Enrique F. Castillo

,

José Manuel Gutiérrez

,

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995

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