Extended cauchy{schwarz inequality and its application for the two-class fisher discriminant analysis

MACIEJ SABLIK; KATARZYNA STAPOR

doi:10.1556/012.2020.57.4.1474

Extended cauchy{schwarz inequality and its application for the two-class fisher discriminant analysis

MACIEJ SABLIK
, KATARZYNA STAPOR

Katedra Informatyki Stosowanej (RAU/RAU7)

University of Silesia in Katowice

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

Abstrakt

We present the sufficient condition for a classical two-class problem from Fisher discriminant analysis has a solution. Actually, the solution was presented up to our knowledge with a necessary condition only. We use an extended Cauchy{Schwarz inequality as a tool.

Język oryginału	angielski
Strony (od–do)	427-435
Liczba stron	9
Czasopismo	Studia Scientiarum Mathematicarum Hungarica
Tom	57
Numer wydania	4
Identyfikatory DOI	https://doi.org/10.1556/012.2020.57.4.1474
Status publikacji	Opublikowano - gru 2020

Obszary tematyczne ASJC Scopus

Matematyka ogólna

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10.1556/012.2020.57.4.1474

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Cytowanie

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title = "Extended cauchy\{schwarz inequality and its application for the two-class fisher discriminant analysis",

abstract = "We present the sufficient condition for a classical two-class problem from Fisher discriminant analysis has a solution. Actually, the solution was presented up to our knowledge with a necessary condition only. We use an extended Cauchy\{Schwarz inequality as a tool.",

keywords = "Cauchy- Schwarz inequality, Classifier, Two-class Fisher discriminant analysis",

author = "MACIEJ SABLIK and KATARZYNA STAPOR",

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year = "2020",

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AU - SABLIK, MACIEJ

AU - STAPOR, KATARZYNA

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N2 - We present the sufficient condition for a classical two-class problem from Fisher discriminant analysis has a solution. Actually, the solution was presented up to our knowledge with a necessary condition only. We use an extended Cauchy{Schwarz inequality as a tool.

AB - We present the sufficient condition for a classical two-class problem from Fisher discriminant analysis has a solution. Actually, the solution was presented up to our knowledge with a necessary condition only. We use an extended Cauchy{Schwarz inequality as a tool.

KW - Cauchy- Schwarz inequality

KW - Classifier

KW - Two-class Fisher discriminant analysis

UR - https://www.scopus.com/pages/publications/85099257017

U2 - 10.1556/012.2020.57.4.1474

DO - 10.1556/012.2020.57.4.1474

M3 - Article

AN - SCOPUS:85099257017

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JO - Studia Scientiarum Mathematicarum Hungarica

JF - Studia Scientiarum Mathematicarum Hungarica

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Extended cauchy{schwarz inequality and its application for the two-class fisher discriminant analysis

Abstrakt

Obszary tematyczne ASJC Scopus

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