José Manuel Gutiérrez

According to our database, José Manuel Gutiérrez authored at least 30 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

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.

Catharina Elisabeth Graafland, José Manuel Gutiérrez

CoRR, 2021

2019

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

Marco Scutari, Catharina Elisabeth Graafland, José Manuel Gutiérrez

Int. J. Approx. Reason., 2019

The METACLIP semantic provenance framework for climate products.

Joaquín Bedia, Daniel San Martín Segura, Maialen Iturbide, Sixto Herrera, Rodrigo Manzanas, José Manuel Gutiérrez

Environ. Model. Softw., 2019

2018

Tackling Uncertainties of Species Distribution Model Projections with Package mopa.

Maialen Iturbide, Joaquín Bedia, José Manuel Gutiérrez

R J., 2018

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

María Dolores Frías, Maialen Iturbide, Rodrigo Manzanas, Joaquín Bedia, Jesús Fernández, Sixto Herrera, Antonio S. Cofiño, José Manuel Gutiérrez

Environ. Model. Softw., 2018

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

Marco Scutari, 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.

José Manuel Gutiérrez

Ann. Oper. Res., 2015

2012

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

José Manuel Gutiérrez, Daniel San-Martín, Silvia Ortin, Luis Pesquera

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.

V. Fernández-Quiruelas, Jesús Fernández, Antonio S. Cofiño, Lluis Fita, José Manuel Gutiérrez

Environ. Model. Softw., 2011

2009

A characterization of compactness through preferences.

José Manuel Gutiérrez

Math. Soc. Sci., 2009

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

V. Fernández-Quiruelas, Jesús Fernández, C. Baeza, Antonio S. Cofiño, José Manuel Gutiérrez

Earth Sci. Informatics, 2009

2008

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

V. Fernández-Quiruelas, Jesús Fernández, Antonio S. Cofiño, C. Baeza, F. García-Torre, R. M. San Martín, R. Abarca, José Manuel Gutiérrez

Proceedings of the Computational Science, 2008

2007

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

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.

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.

Francisco Luengo, Antonio S. Cofiño, José Manuel Gutiérrez

Proceedings of the Grid Computing, 2003

2002

Bayesian Networks for Probabilistic Weather Prediction.

Antonio S. Cofiño, R. Cano, C. Sordo, José Manuel Gutiérrez

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

2001

Some Applications of Functional Networks in Statistics and Engineering.

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, Beatriz Lacruz

Technometrics, 2001

Optimal Modular Feedforward Neural Nets Based on Functional Network Architectures.

Antonio S. Cofiño, José Manuel Gutiérrez

Proceedings of the Connectionist Models of Neurons, 2001

2000

A Minimax Method for Learning Functional Networks.

Enrique F. Castillo, José Manuel Gutiérrez, Angel Cobo, Carmen Castillo

Neural Process. Lett., 2000

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

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].

Enrique F. Castillo, Angel Cobo, José Manuel Gutiérrez, Rosa Eva Pruneda

IEEE Trans. Neural Networks, 1999

1998

Improving Search-Based Inference in Bayesian Networks.

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

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

1997

Expert Systems and Probabilistic Network Models

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

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

Sensitivity analysis in discrete Bayesian networks.

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

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

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

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, Cristina Solares

Artif. Intell. Eng., 1997

1996

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

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

Networks, 1996

A modified simulation scheme for inference in Bayesian networks.

Remco R. Bouckaert, Enrique F. Castillo, José Manuel Gutiérrez

Int. J. Approx. Reason., 1996

Goal Oriented Symbolic Propagation in Bayesian Networks.

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

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.

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi

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