Classification measurements: Methods and implementation
This paper considers the conceptual apparatus, basic ideas, structure, and some features of the establishment and development of a new area of research that emerged at the intersection of measurement theory and applied statistics. Examples and methods of solution of problems of classification measur...
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Published in | Optoelectronics, instrumentation, and data processing Vol. 49; no. 2; pp. 171 - 177 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Heidelberg
Allerton Press, Inc
01.03.2013
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Subjects | |
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Abstract | This paper considers the conceptual apparatus, basic ideas, structure, and some features of the establishment and development of a new area of research that emerged at the intersection of measurement theory and applied statistics. Examples and methods of solution of problems of classification measurements of random signal distribution shapes and the state of rechargeable batteries based on the use of categorical measurement scales are described. |
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AbstractList | This paper considers the conceptual apparatus, basic ideas, structure, and some features of the establishment and development of a new area of research that emerged at the intersection of measurement theory and applied statistics. Examples and methods of solution of problems of classification measurements of random signal distribution shapes and the state of rechargeable batteries based on the use of categorical measurement scales are described. |
Author | Klikushin, Yu. N. Gorshenkov, A. A. Kobenko, V. Yu Gubarev, V. V. |
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Keywords | diagnosis model classification result reliability algorithm categorical measurement scale |
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References | Aivazyan, Mkhitaryan (CR4) 1998 Borisova, Zagoruiko (CR5) 2011; 21 Sidorova (CR9) 2010; 46 Gubarev (CR6) 2005 Klikushin (CR1) 2009 Sokolova, Spektor (CR11) 2012; 48 Zakharenko, Klikushin, Kobenko, Orlov (CR14) 2012 Lapko, Lapko (CR8) 2012; 48 Gubarev (CR12) 1992 Zagoruiko (CR3) 1999 Gubarev (CR2) 2011 Tarasenko (CR7) 2004 Asmus, Buchnev, Pyatkin (CR10) 2010; 46 Gubarev (CR13) 2011; 47 N G Zagoruiko (6361_CR3) 1999 A V Lapko (6361_CR8) 2012; 48 S A Aivazyan (6361_CR4) 1998 YuN Klikushin (6361_CR1) 2009 V S Sidorova (6361_CR9) 2010; 46 V V Gubarev (6361_CR13) 2011; 47 V V Gubarev (6361_CR12) 1992 I A Borisova (6361_CR5) 2011; 21 V V Asmus (6361_CR10) 2010; 46 F P Tarasenko (6361_CR7) 2004 V V Gubarev (6361_CR6) 2005 V V Gubarev (6361_CR2) 2011 D O Sokolova (6361_CR11) 2012; 48 V A Zakharenko (6361_CR14) 2012 |
References_xml | – year: 1998 ident: CR4 publication-title: Applied Statistics and Foundations of Econometrics contributor: fullname: Mkhitaryan – year: 2005 ident: CR6 publication-title: Algorithms for Spectral Analysis of Random Signals contributor: fullname: Gubarev – year: 2011 ident: CR2 publication-title: Computer Science: Past, Present, and Future contributor: fullname: Gubarev – start-page: 44 year: 2009 end-page: 47 ident: CR1 article-title: Methodology of Identification of Measurements publication-title: Identification, Measurement of Characteristics, and Simulation of Random Signals: Proc. Intern. Conf. III-2009 contributor: fullname: Klikushin – volume: 46 start-page: 43 issue: 5 year: 2010 end-page: 52 ident: CR9 article-title: Clustering Algorithm for Texture Data from Remote Sensing publication-title: Avtometriya contributor: fullname: Sidorova – year: 1999 ident: CR3 publication-title: Applied Methods of Data and Knowledge Analysis contributor: fullname: Zagoruiko – volume: 48 start-page: 45 issue: 1 year: 2012 end-page: 49 ident: CR8 article-title: Comparison of Empirical and Theoretical Distribution Functions of a Random Variable on the Basis of a Nonparametric Classifier publication-title: Avtometriya contributor: fullname: Lapko – volume: 47 start-page: 39 issue: 6 year: 2011 end-page: 50 ident: CR13 article-title: Random Functions with Nonlinear Regression and Their Application publication-title: Avtometriya contributor: fullname: Gubarev – volume: 46 start-page: 58 issue: 2 year: 2010 end-page: 66 ident: CR10 article-title: Cluster Analysis of Earth Remote Sensing Data publication-title: Avtometriya contributor: fullname: Pyatkin – volume: 48 start-page: 112 issue: 5 year: 2012 end-page: 119 ident: CR11 article-title: Classification of Moving Objects Based on Spectral Features Seismic Signals publication-title: Avtometriya contributor: fullname: Spektor – volume: 21 start-page: 117 issue: 2 year: 2011 end-page: 120 ident: CR5 article-title: Feature Selection by Using the FRIS-Function in the Task of Generalized Classification publication-title: Pattern Recogn. and Image Analys. doi: 10.1134/S1054661811020167 contributor: fullname: Zagoruiko – start-page: 196 year: 1992 ident: CR12 publication-title: Probabilistic Models. Handbook contributor: fullname: Gubarev – year: 2004 ident: CR7 publication-title: Applied System Analysis contributor: fullname: Tarasenko – start-page: 43 year: 2012 end-page: 49 ident: CR14 article-title: Classification of Objects Using the International Temperature Scale of 1990 (ITS-90) publication-title: Kontrol. Diagnostika, No. 7 contributor: fullname: Orlov – volume: 46 start-page: 58 issue: 2 year: 2010 ident: 6361_CR10 publication-title: Avtometriya contributor: fullname: V V Asmus – volume: 47 start-page: 39 issue: 6 year: 2011 ident: 6361_CR13 publication-title: Avtometriya contributor: fullname: V V Gubarev – start-page: 44 volume-title: Identification, Measurement of Characteristics, and Simulation of Random Signals: Proc. Intern. Conf. III-2009 year: 2009 ident: 6361_CR1 contributor: fullname: YuN Klikushin – volume: 48 start-page: 45 issue: 1 year: 2012 ident: 6361_CR8 publication-title: Avtometriya contributor: fullname: A V Lapko – start-page: 43 volume-title: Kontrol. Diagnostika, No. 7 year: 2012 ident: 6361_CR14 contributor: fullname: V A Zakharenko – volume-title: Applied Methods of Data and Knowledge Analysis year: 1999 ident: 6361_CR3 contributor: fullname: N G Zagoruiko – volume-title: Applied Statistics and Foundations of Econometrics year: 1998 ident: 6361_CR4 contributor: fullname: S A Aivazyan – start-page: 196 volume-title: Probabilistic Models. Handbook year: 1992 ident: 6361_CR12 contributor: fullname: V V Gubarev – volume-title: Applied System Analysis year: 2004 ident: 6361_CR7 contributor: fullname: F P Tarasenko – volume: 21 start-page: 117 issue: 2 year: 2011 ident: 6361_CR5 publication-title: Pattern Recogn. and Image Analys. doi: 10.1134/S1054661811020167 contributor: fullname: I A Borisova – volume-title: Algorithms for Spectral Analysis of Random Signals year: 2005 ident: 6361_CR6 contributor: fullname: V V Gubarev – volume: 46 start-page: 43 issue: 5 year: 2010 ident: 6361_CR9 publication-title: Avtometriya contributor: fullname: V S Sidorova – volume-title: Computer Science: Past, Present, and Future year: 2011 ident: 6361_CR2 contributor: fullname: V V Gubarev – volume: 48 start-page: 112 issue: 5 year: 2012 ident: 6361_CR11 publication-title: Avtometriya contributor: fullname: D O Sokolova |
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SubjectTerms | Analysis and Synthesis of Signals and Images Lasers Optical Devices Optics Photonics Physics Physics and Astronomy |
Title | Classification measurements: Methods and implementation |
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