Significance of the control parameters of a nonparametric linear mapping procedure

Mayer E. Aladjem

doi:10.1016/0167-8655(93)90049-J

Significance of the control parameters of a nonparametric linear mapping procedure

Mayer E. Aladjem

Department of Electrical & Computer Engineering

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

We describe computer-based experiments evaluating the significance of the control parameters of a mapping procedure which is an extension of most of the known linear mapping techniques. The guidelines for control parameter variations are found. By this means the number of trials needed in the search for high quality mapping is reduced to a great extent.

Original language	English
Pages (from-to)	637-645
Number of pages	9
Journal	Pattern Recognition Letters
Volume	14
Issue number	8
DOIs	https://doi.org/10.1016/0167-8655(93)90049-J
State	Published - 1 Jan 1993

Keywords

Mapping of multidimensional data
measures of association
nearest neighbour technique
nonparametric scatter matrices

ASJC Scopus subject areas

Software
Signal Processing
Computer Vision and Pattern Recognition
Artificial Intelligence

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10.1016/0167-8655(93)90049-J

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title = "Significance of the control parameters of a nonparametric linear mapping procedure",

abstract = "We describe computer-based experiments evaluating the significance of the control parameters of a mapping procedure which is an extension of most of the known linear mapping techniques. The guidelines for control parameter variations are found. By this means the number of trials needed in the search for high quality mapping is reduced to a great extent.",

keywords = "Mapping of multidimensional data, measures of association, nearest neighbour technique, nonparametric scatter matrices",

author = "Aladjem, {Mayer E.}",

note = "Funding Information: Correspomh, ncc to.{"} M.E. Aladjem, Department of Electrical and Computer Engineering, Ben-Gurion University of the Negev, P.O. Box 653. 84105 Beer-Sheva, Israel. This work was supported in part by the Israeli Ministry of Science and Technology under contract number 3528, and in part by the Paul Ivanier Center for Robotics and Production Management, Ben Gurion University of the Negev, Israel.",

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PY - 1993/1/1

Y1 - 1993/1/1

N2 - We describe computer-based experiments evaluating the significance of the control parameters of a mapping procedure which is an extension of most of the known linear mapping techniques. The guidelines for control parameter variations are found. By this means the number of trials needed in the search for high quality mapping is reduced to a great extent.

AB - We describe computer-based experiments evaluating the significance of the control parameters of a mapping procedure which is an extension of most of the known linear mapping techniques. The guidelines for control parameter variations are found. By this means the number of trials needed in the search for high quality mapping is reduced to a great extent.

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KW - measures of association

KW - nearest neighbour technique

KW - nonparametric scatter matrices

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JO - Pattern Recognition Letters

JF - Pattern Recognition Letters

IS - 8

ER -

Significance of the control parameters of a nonparametric linear mapping procedure

Abstract

Keywords

ASJC Scopus subject areas

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