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ICPR
2002
IEEE
15 years 11 months ago
Fractional Component Analysis (FCA) for Mixed Signals
This paper proposes the fractional component analysis (FCA), whose goal is to decompose the observed signal into component signals and recover their fractions. The uniqueness of o...
Asanobu Kitamoto
DCC
2008
IEEE
15 years 9 months ago
Compressive-Projection Principal Component Analysis for the Compression of Hyperspectral Signatures
A method is proposed for the compression of hyperspectral signature vectors on severely resourceconstrained encoding platforms. The proposed technique, compressive-projection prin...
James E. Fowler
ICST
2008
IEEE
15 years 4 months ago
Testing Java Components based on Algebraic Specifications
This paper presents a method of component testing based on algebraic specifications. An algorithm for generating checkable test cases is proposed. A prototype testing tool called ...
Bo Yu, Liang Kong, Yufeng Zhang, Hong Zhu
EUROMICRO
2002
IEEE
15 years 2 months ago
Evaluation of Static Properties for Component-Based Architectures
Early assessment of the non-functional properties of component compositions is one of the hottest issues in component-based architecting. We describe a method for evaluating the e...
Alexandre V. Fioukov, Evgeni M. Eskenazi, Dieter K...
NIPS
1993
14 years 11 months ago
Fast Pruning Using Principal Components
We present a new algorithm for eliminating excess parameters and improving network generalization after supervised training. The method, \Principal Components Pruning (PCP)",...
Asriel U. Levin, Todd K. Leen, John E. Moody