Recursive optimization of an extended Fisher discriminant criterion

Mayer E. Aladjem

Recursive optimization of an extended Fisher discriminant criterion

Mayer E. Aladjem

Department of Electrical & Computer Engineering

Research output: Contribution to conference › Paper › peer-review

Abstract

A method for recursive optimization of an extended Fisher (ExF) discriminant criterion is proposed. The method consists of obtaining a discriminant direction which optimizes the ExF criterion, transforming the data along it into data with greater class overlap, and iterating to obtain the next discriminant direction. An application to a medical dataset indicates the potential of the proposed method for finding a sequence of oblique directions with significant class separation.

Original language	English
Pages	708-711
Number of pages	4
State	Published - 1 Dec 1996
Event	Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2) - Rodos, Greece Duration: 13 Oct 1996 → 16 Oct 1996

Conference

Conference	Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2)
City	Rodos, Greece
Period	13/10/96 → 16/10/96

ASJC Scopus subject areas

General Engineering

Cite this

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title = "Recursive optimization of an extended Fisher discriminant criterion",

abstract = "A method for recursive optimization of an extended Fisher (ExF) discriminant criterion is proposed. The method consists of obtaining a discriminant direction which optimizes the ExF criterion, transforming the data along it into data with greater class overlap, and iterating to obtain the next discriminant direction. An application to a medical dataset indicates the potential of the proposed method for finding a sequence of oblique directions with significant class separation.",

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

year = "1996",

month = dec,

day = "1",

language = "English",

pages = "708--711",

note = "Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2) ; Conference date: 13-10-1996 Through 16-10-1996",

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T1 - Recursive optimization of an extended Fisher discriminant criterion

AU - Aladjem, Mayer E.

PY - 1996/12/1

Y1 - 1996/12/1

N2 - A method for recursive optimization of an extended Fisher (ExF) discriminant criterion is proposed. The method consists of obtaining a discriminant direction which optimizes the ExF criterion, transforming the data along it into data with greater class overlap, and iterating to obtain the next discriminant direction. An application to a medical dataset indicates the potential of the proposed method for finding a sequence of oblique directions with significant class separation.

AB - A method for recursive optimization of an extended Fisher (ExF) discriminant criterion is proposed. The method consists of obtaining a discriminant direction which optimizes the ExF criterion, transforming the data along it into data with greater class overlap, and iterating to obtain the next discriminant direction. An application to a medical dataset indicates the potential of the proposed method for finding a sequence of oblique directions with significant class separation.

UR - https://www.scopus.com/pages/publications/0030350398

M3 - Paper

AN - SCOPUS:0030350398

SP - 708

EP - 711

T2 - Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2)

Y2 - 13 October 1996 through 16 October 1996

ER -

Recursive optimization of an extended Fisher discriminant criterion

Abstract

Conference

ASJC Scopus subject areas

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