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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), 2003
We 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
openaire   +2 more sources

A Unified Method for the Reconstruction of Sampled Data

IEEE Transactions on Computers, 1973
Many 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
openaire   +1 more source

Unified Representation of the Classical Ellipsoid Method

Cybernetics and Systems Analysis, 2023
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Stetsyuk, P. I.   +2 more
openaire   +2 more sources

A Unified Data Embedding and Scrambling Method

IEEE Transactions on Image Processing, 2014
Conventionally, 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
openaire   +3 more sources

Penalty and Barrier Methods: A Unified Framework

SIAM Journal on Optimization, 1999
Summary: 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 ...
openaire   +2 more sources

A Unified View of Test Compression Methods

IEEE Transactions on Computers, 1987
A 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
openaire   +2 more sources

A Note on the Unified Forms of Triple I Method

open access: yesComputers and Mathematics With Applications, 2006
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hua-Wen Liu, Guo-Jun Wang
exaly   +4 more sources

A unified retrieval method of multimedia documents

Proceedings Seventh International Conference on Database Systems for Advanced Applications DASFAA 2001 DASFAA-01, 2001
In this paper, we propose a retrieval method for multimedia documents. In our method, features of each medium such as text, image, and their layout information are extracted from documents. For a given query, similarity values are calculated for each media, then those values are integrated into one similarity value per document. We propose four methods
Yu Suzuki 0001   +3 more
openaire   +1 more source

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