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A unified sequential method for PCA
ICECS'99. Proceedings of ICECS '99. 6th IEEE International Conference on Electronics, Circuits and Systems (Cat. No.99EX357), 2003We propose a strictly local unified sequential method for principal component analysis. Any principal component analysis algorithm for linear feedforward neural networks can be used as the weight updating equation in our method. When principal components are extracted one by one sequentially, we suggest that the initial weight vector for the next ...
Arnold Shu-Yan Wong +2 more
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A Unified Method for the Reconstruction of Sampled Data
IEEE Transactions on Computers, 1973Many digital systems have need for continuous-type output for oscilloscope display, process control, or hybrid computation. This paper presents a generalization and unification of the theory of extrapolation and reconstruction of sampled data. This generalization allows implementation of a recursive algorithm or digital filter in conjunction with the ...
Allen E. Durling, Thomas E. Bullock
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Unified Representation of the Classical Ellipsoid Method
Cybernetics and Systems Analysis, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Stetsyuk, P. I. +2 more
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A Unified Data Embedding and Scrambling Method
IEEE Transactions on Image Processing, 2014Conventionally, data embedding techniques aim at maintaining high-output image quality so that the difference between the original and the embedded images is imperceptible to the naked eye. Recently, as a new trend, some researchers exploited reversible data embedding techniques to deliberately degrade image quality to a desirable level of distortion ...
Reza Moradi Rad +2 more
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Penalty and Barrier Methods: A Unified Framework
SIAM Journal on Optimization, 1999Summary: It is established that many optimization problems may be formulated in terms of minimizing a function \(x\rightarrow f_0 (x) + H_\infty(f_1 (x), f_2 (x),\ldots,f_m (x)) + L_\infty(Ax-b)\), where the \(f_i\) are closed functions defined on \(\mathbb{R}^N\), and where \(H_\infty\) and \(L_\infty\) are the recession functions of closed, proper ...
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A Unified View of Test Compression Methods
IEEE Transactions on Computers, 1987A unified treatment of the various techniques to reduce the output data from a unit under test is given. The characteristics of time compression schemes with respect to errors detected are developed. The use of two or more of these methods together is considered.
John P. Robinson, Nirmal R. Saxena
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