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A combination of supervised dimensionality reduction and learning methods to forecast solar radiation.

, , , and . Appl. Intell., 53 (11): 13053-13066 (June 2023)

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Improving the Generalization Ability of RBNN Using a Selective Strategy Based on the Gaussian Kernel Function., , and . Comput. Artif. Intell., 25 (1): 1-15 (2006)Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems., , , and . J. Ambient Intell. Humaniz. Comput., 12 (12): 10515-10527 (2021)AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification., , and . IEEE Trans. Syst. Man Cybern. Part B, 39 (5): 1082-1091 (2009)Discriminant Regression Analysis to Find Homogeneous Structures., , and . IDEAL, volume 5788 of Lecture Notes in Computer Science, page 191-199. Springer, (2009)LRBNN: A Lazy Radial Basis Neural Network model., , and . AI Commun., 20 (2): 71-86 (2007)Multilayer perceptron as inverse model in a ground-based remote sensing temperature retrieval problem., , and . Eng. Appl. Artif. Intell., 21 (1): 26-34 (2008)Predicting Global Irradiance Combining Forecasting Models Through Machine Learning., , , , , and . HAIS, volume 10870 of Lecture Notes in Computer Science, page 622-633. Springer, (2018)Grammars and cellular automata for evolving neural networks architectures., , , and . SMC, page 2497-2502. IEEE, (2000)Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms., , , , , , , , , and 4 other author(s). EMO, volume 5467 of Lecture Notes in Computer Science, page 305-319. Springer, (2009)Deferring the Learning for Better Generalization in Radial Basis Neural Networks., , and . ICANN, volume 2130 of Lecture Notes in Computer Science, page 189-195. Springer, (2001)