José M. Gutiérrez
José M. Gutiérrez
Research Professor, IFCA (CSIC - Universidad de Cantabria)
Verified email at unican.es - Homepage
TitleCited byYear
Expert systems and probabilistic network models
E Castillo, JM Gutiérrez, AS Hadi
Springer Verlag, 1997
1238*1997
Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing
L Larger, MC Soriano, D Brunner, L Appeltant, JM Gutiérrez, L Pesquera, ...
Optics express 20 (3), 3241-3249, 2012
3802012
Development and analysis of a 50‐year high‐resolution daily gridded precipitation dataset over Spain (Spain02)
S Herrera, JM Gutiérrez, R Ancell, MR Pons, MD Frías, J Fernández
International Journal of Climatology 32 (1), 74-85, 2012
2622012
State of the Climate in 2015
AP Aaron-Morrison, SA Ackerman, NG Adams, RF Adler, A Albanil, ...
Bulletin of the American Meteorological Society 97 (8), S1-S275, 2016
226*2016
Sensitivity analysis in discrete Bayesian networks
E Castillo, JM Gutiérrez, AS Hadi
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1997
1971997
Functional Networks with Applications: A Neural-Based Paradigm
E Castillo, A Cobo, JM Gutiérrez, E Pruneda
Kluwer Academic Publishers & Springer Science: New York, 1999
191*1999
Nonlinear time series modeling and prediction using functional networks. Extracting information masked by chaos
E Castillo, JM Gutiérrez
Physics Letters A 244 (1), 71-84, 1998
1411998
Evaluation of the mean and extreme precipitation regimes from the ENSEMBLES regional climate multimodel simulations over Spain
S Herrera, L Fita, J Fernández, JM Gutiérrez
Journal of Geophysical Research: Atmospheres 115 (D21), 2010
1332010
How well do CMIP5 Earth System Models simulate present climate conditions in Europe and Africa? A performance comparison for the downscaling community
S Brands, S Herrera, J Fernandez, JM Gutiérrez
Climate dynamics 41 (3-4), 803-817, 2013
1222013
Reassessing statistical downscaling techniques for their robust application under climate change conditions
JM Gutiérrez, D San-Martín, S Brands, R Manzanas, S Herrera
Journal of Climate 26 (1), 171-188, 2013
982013
VALUE: A framework to validate downscaling approaches for climate change studies
D Maraun, M Widmann, JM Gutiérrez, S Kotlarski, RE Chandler, E Hertig, ...
Earth's Future 3 (1), 1-14, 2015
892015
Working with differential, functional and difference equations using functional networks
E Castillo, A Cobo, J Manuel Gutiérrez, E Pruneda
Applied Mathematical Modelling 23 (2), 89-107, 1999
881999
Statistical and dynamical downscaling of precipitation over Spain from DEMETER seasonal forecasts
E Díez, C Primo, JA Garcia‐Moya, JM Gutiérrez, B Orfila
Tellus A 57 (3), 409-423, 2005
862005
Clustering methods for statistical downscaling in short-range weather forecasts
JM Gutiérrez, AS Cofiño, R Cano, MA Rodríguez
Monthly weather review 132 (9), 2169-2183, 2004
852004
Towards process-informed bias correction of climate change simulations
D Maraun, TG Shepherd, M Widmann, G Zappa, D Walton, JM Gutiérrez, ...
Nature Climate Change 7 (11), 764, 2017
822017
Bayesian networks for probabilistic weather prediction
AS Cofıño, R Cano, C Sordo, JM Gutiérrez
15th Eureopean Conference on Artificial Intelligence, ECAI, 2002
792002
Some applications of functional networks in statistics and engineering
E Castillo, JM Gutiérrez, AS Hadi, B Lacruz
Technometrics 43 (1), 10-24, 2001
792001
Applications of Bayesian networks in meteorology
R Cano, C Sordo, JM Gutiérrez
Advances in Bayesian networks, 309-328, 2004
782004
Analysis and downscaling multi-model seasonal forecasts in Peru using self-organizing maps
JM Gutiérrez, R Cano, AS Cofiño, C Sordo
Tellus A: Dynamic Meteorology and Oceanography 57 (3), 435-447, 2005
762005
Forest fire danger projections in the Mediterranean using ENSEMBLES regional climate change scenarios
J Bedia, S Herrera, A Camia, JM Moreno, JM Gutiérrez
Climatic Change 122 (1-2), 185-199, 2014
742014
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Articles 1–20