Applications of Bayesian Networks in Meteorology

[1]  Antonio S. Cofiño,et al.  Clustering Methods for Statistical Downscaling in Short-Range Weather Forecasts , 2004 .

[2]  José Manuel Gutiérrez,et al.  IMPLEMENTATION OF DATA MINING TECHNIQUES FOR METEOROLOGICAL APPLICATIONS , 2003 .

[3]  José Manuel Gutiérrez,et al.  Bayesian Networks for Probabilistic Weather Prediction , 2002, ECAI.

[4]  Frank van Harmelen,et al.  Proceedings of the 15th European Conference on Artificial Intelligence , 2002 .

[5]  Pedro Larrañaga,et al.  Performance evaluation of compromise conditional Gaussian networks for data clustering , 2001, Int. J. Approx. Reason..

[6]  Constantinos S. Pattichis,et al.  Classification of rainfall variability by using artificial neural networks , 2001 .

[7]  H. Storch,et al.  Statistical Analysis in Climate Research , 2000 .

[8]  V. Pérez-Muñnuzuri,et al.  Application of nonlinear forecasting techniques for meteorological modeling , 2000 .

[9]  Martin Neil,et al.  Building large-scale Bayesian networks , 2000, The Knowledge Engineering Review.

[10]  D. Wilks,et al.  The weather generation game: a review of stochastic weather models , 1999 .

[11]  D. Wilks Multisite downscaling of daily precipitation with a stochastic weather generator , 1999 .

[12]  M. W Gardner,et al.  Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences , 1998 .

[13]  T. Wigley,et al.  Downscaling general circulation model output: a review of methods and limitations , 1997 .

[14]  W. Enke,et al.  Downscaling climate model outputs into local and regional weather elements by classification and regression , 1997 .

[15]  A. Hadi,et al.  Expert Systems and Probabilistic Network Models , 1996, Monographs in Computer Science.

[16]  David Heckerman,et al.  A Characterization of the Dirichlet Distribution with Application to Learning Bayesian Networks , 1995, UAI.

[17]  David Heckerman,et al.  Learning Gaussian Networks , 1994, UAI.

[18]  Gregory F. Cooper,et al.  A Bayesian method for the induction of probabilistic networks from data , 1992, Machine Learning.

[19]  Adnan Masood Probabilistic reasoning in intelligent systems: Networks of plausible inference , 1991 .

[20]  Hans von Storch,et al.  Regime-Dependent Autoregressive Time Series Modeling of the Southern Oscillation , 1990 .

[21]  L. N. Kanal,et al.  Uncertainty in Artificial Intelligence 5 , 1990 .

[22]  C. W. Richardson Stochastic simulation of daily precipitation, temperature, and solar radiation , 1981 .

[23]  William H. Klein,et al.  forecasting local weather by means of model output statistics , 1974 .

[24]  E. Lorenz Atmospheric Predictability as Revealed by Naturally Occurring Analogues , 1969 .

[25]  John E. Kutzbach,et al.  Empirical Eigenvectors of Sea-Level Pressure, Surface Temperature and Precipitation Complexes over North America , 1967 .

[26]  Kevin Murphy,et al.  Bayes net toolbox for Matlab , 1999 .

[27]  H. Storch,et al.  Analysis of Climate Variability , 1995 .

[28]  Wray L. Buntine,et al.  Learning with Graphical Models , 1994 .

[29]  J. Pearl Probabilistic reasoning in intelligent systems - networks of plausible inference , 1989, Morgan Kaufmann series in representation and reasoning.

[30]  Max Henrion,et al.  Propagating uncertainty in bayesian networks by probabilistic logic sampling , 1986, UAI.

[31]  K. Gabriel,et al.  A Markov chain model for daily rainfall occurrence at Tel Aviv , 1962 .