Linear Transformation based on the Correlation Matrix
Chapter 6. Linear Transformation. 6.1 Intro. to Linear Transformation
... a matrix. Linear transformations and matrices have very deep ...of linear transformations can be reduced to the study of matrices and ...for linear transformations T : R n → R m ; and later ...
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Boosting Correlation Based Penalization in Generalized Linear Models
... Keywords: Correlation based estimator, Boosting, Variable selection, General- ized linear ...Introduction Linear models have a long tradition in statistics as nicely summarized in Toutenburg ...
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Linear Matrix Inequality Based Supplementary Controller for TCSC
... IV. F EEDBACK CONTROLLER DESIGN USING LMI A. Output feedback controller with LMI The numerical calculations based on the well-developed convex optimization method are effective in solving variables that satisfied ...
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Rhotrix Linear Transformation
... Received September 20, 2012; revised October 26, 2012; accepted November 6, 2012 ABSTRACT This paper considers rank of a rhotrix and characterizes its properties, as an extension of ideas to the rhotrix theory rhomboidal ...
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A Comparative Study on Vector-based and Matrix-based Linear Discriminant Analysis
... Among the above mentioned methods, LDA is a kind of supervised feature extraction method which shows good performance to classification tasks. Its main idea is try to find the projective vectors which have the largest ...
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SIMPLE LINEAR CORRELATION
... simple correlation. When more than two variables are considered, the correlation between two of them when all other variables are hold constant, ...the linear effects of all other variables on them ...
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High speed Image Dehazing Method Based on Linear Transformation
... method based on many ...estimated based on ...method based on comparing the standard deviation for RGB image and the HSV color space ...implement based on V channel of color space HSV to ...
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Correlation-based linear discriminant classification for gene expression data.
... and correlation-based classifiers (enRS-FLD and SVM) were studied using simulated datasets and real ...the correlation-based classifiers benefited from high correlations in the case of ...
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A Direct Transformation of a Matrix Spectrum
... Spectrum Transformation In technical systems, variables having a certain physical sense are ...Frobenius matrix it is required both direct and reverse transformation of va- riables in the feedback ...
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CBTS: Correlation based transformation strategy for privacy preserving data mining
... propose transformation strategies that retain the statistical, semantic and heuristic nature of the data while masking the sensitive ...proposed Correlation Based Transformation Strategy ...
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Implementing Data Security with an Approach Based On the Transformation of a Matrix with Rows and Columns
... In this algorithm encryption and decryption are performed on binary bits. All data which is under stable by the computer is finally converted into binary bits. So it can be implemented for any data type encryption ...
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Revocable and non-invertible multibiometric template protection based on matrix transformation
... iris-based matrix transformation scheme. Applying matrix transformation on multibiometric data results in high FRRs of ...the matrix transformation has better recognition ...
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Bands Regrouping of Hyperspectral Data Based on Spectral Correlation Matrix Analysis
... cross correlation between bands for AVIRIS and Hyperion hyperspectral data; spectral cross correlation matrix is calculated, analyzed, and by assessing the strength of the spectral matrix, we ...
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Transformation-Based Outsourcing of Linear Equation Systems over Real Numbers
... indistinguishability- based security in privately outsourcing linear equation systems over real num- ...square matrix inverse computation. Although outsourcing matrix inverse is trivial for ...
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Practical Secure and Efficient Multiparty Linear Programming Based on Problem Transformation
... multiparty linear pro- gramming are ...privacy-preserving transformation that allows secure out- sourcing of the linear program computation in an efficient ...the transformation and present ...
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Linear Programming in Matrix Form
... is based on keeping track of only the original data tableau, the simplex multipliers, the inverse of the current basis, and which variable is basic in each row, the final tableau for the simplex method can be ...
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An Interval Matrix Based Generalized Newton Method for Linear Complementarity Problems
... interval matrix. We propose a generalized Newton method for solving the linear complementarity problem with the regular interval matrix based on the nonlinear penalized ...
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Efficient Multiple-Trait Association and Estimation of Genetic Correlation Using the Matrix-Variate Linear Mixed Model
... a linear mixed ...genetic correlation, which is a measure of the portion of the total correlation between traits that is due to additive genetic ...the matrix-variate linear mixed ...
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Stationarity and Invertibility of a Dynamic Correlation Matrix
... conditional correlation (or DCC) ...conditional correlation model; (ii) provides the motivation, which is presently missing, for standardization of the conditional covariance model to obtain the conditional ...
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Distribution of the Sample Correlation Matrix and Applications
... multiple correlation of the j-th variable regressed on the remaining p − 1 ...all correlation measures are considered together, measuring intercorrelation by a single number has been approached in different ...
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