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CORR
2006
Springer
146views Education» more  CORR 2006»
13 years 9 months ago
The Haar Wavelet Transform of a Dendrogram
While there is a very long tradition of approximating a data array by projecting row or column vectors into a lower dimensional subspace the direct approximation of a data matrix ...
Fionn Murtagh
TSMC
2008
114views more  TSMC 2008»
13 years 9 months ago
Alpha-Cut Implemented Fuzzy Clustering Algorithms and Switching Regressions
In the fuzzy c-means (FCM) clustering algorithm,
Miin-Shen Yang, Kuo-Lung Wu, June-Nan Hsieh, Jian ...
ESANN
2006
13 years 11 months ago
Using Regression Error Characteristic Curves for Model Selection in Ensembles of Neural Networks
Regression Error Characteristic (REC) analysis is a technique for evaluation and comparison of regression models that facilitates the visualization of the performance of many regre...
Aloísio Carlos de Pina, Gerson Zaverucha
JMLR
2012
12 years 7 days ago
Robust Multi-task Regression with Grossly Corrupted Observations
We consider the multiple-response regression problem, where the response is subject to sparse gross errors, in the high-dimensional setup. We propose a tractable regularized M-est...
Huan Xu, Chenlei Leng
AUTOMATICA
2005
50views more  AUTOMATICA 2005»
13 years 9 months ago
Identification of piecewise affine systems based on statistical clustering technique
This paper is concerned with the identification of a class of piecewise affine systems called a piecewise affine autoregressive exogenous (PWARX) model. The PWARX model is compose...
Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama