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Feature clustering and mutual information for the selection of variables in spectral data.

, , , and . ESANN, page 157-162. (2007)

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The Curse of Dimensionality in Data Mining and Time Series Prediction., and . IWANN, volume 3512 of Lecture Notes in Computer Science, page 758-770. Springer, (2005)Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising., , , and . Neurocomputing, 74 (9): 1402-1410 (2011)On the Effects of Dimensionality on Data Analysis with Neural Networks., , , and . IWANN (2), volume 2687 of Lecture Notes in Computer Science, page 105-112. Springer, (2003)Choosing the Metric: A Simple Model Approach., , and . Meta-Learning in Computational Intelligence, volume 358 of Studies in Computational Intelligence, Springer, (2011)A Functional Approach to Variable Selection in Spectrometric Problems., , , and . ICANN (1), volume 4131 of Lecture Notes in Computer Science, page 11-20. Springer, (2006)Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification., , , and . BIOSIGNALS, page 13-20. INSTICC Press, (2010)Nonlinear Time Series Prediction by Weighted Vector Quantization., , , and . International Conference on Computational Science, volume 2657 of Lecture Notes in Computer Science, page 417-426. Springer, (2003)The Concentration of Fractional Distances., , and . IEEE Trans. Knowl. Data Eng., 19 (7): 873-886 (2007)The permutation test for feature selection by mutual information., , and . ESANN, page 239-244. (2006)Methodology and standards for data analysis with machine learning tools.. ESANN, page 239-246. (2008)