Wavelet-based estimation of a discriminant function

被引：4

作者：

Chang, WJ ^{[1
]}

Kim, SH

Vidakovic, B

机构：

[1] Rensselaer Polytech Inst, Dept Decis Sci & Engn Syst, Troy, NY 12180 USA

[2] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA

来源：

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY | 2003年 / 19卷 / 03期

关键词：

discrimination; wavelets; regression;

D O I：

10.1002/asmb.498

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

In this paper, we consider wavelet-based binary linear classifiers. Both consistency results and implementational issues are addressed. We show that under mild assumptions on the design density wavelet discrimination rules are L-2-consistent. The proposed method is illustrated on synthetic data sets in which the 'truth' is known and on an applied discrimination problem from the industrial field. Copyright (C) 2003 John Wiley Sons, Ltd.

引用

页码：185 / 198

页数：14

共 50 条

[31] Wavelet-Based Image Registration [J].

Paulson, Christopher ;

Ezekiel, Soundararajan ;

Wu, Dapeng .

EVOLUTIONARY AND BIO-INSPIRED COMPUTATION: THEORY AND APPLICATIONS IV, 2010, 7704

[32] A Wavelet-based Encoding for Neuroevolution [J].

van Steenkiste, Sjoerd ;

Koutnik, Jan ;

Driessens, Kurt ;

Schmidhuber, Jurgen .

GECCO'16: PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2016, :517-524

[33] Wavelet-based scalar-on-function finite mixture regression models [J].

Ciarleglio, Adam ;

Ogden, R. Todd .

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2016, 93 :86-96

[34] Wavelet-based modeling of spectral bidirectional reflectance distribution function data [J].

Claustres, L ;

Boucher, Y ;

Paulin, M .

OPTICAL ENGINEERING, 2004, 43 (10) :2327-2339

[35] WAVELET-BASED RESAMPLING TECHNIQUES [J].

Kenderdine, Richard D. .

BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY, 2012, 85 (02) :351-352

[36] A wavelet-based test for stationarity [J].

von Sachs, R ;

Neumann, MH .

JOURNAL OF TIME SERIES ANALYSIS, 2000, 21 (05) :597-613

[37] Wavelet-based image registration [J].

Reynolds, WD ;

Walli, KC .

APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVI, 2003, 5203 :206-217

[38] Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function Spaces [J].

Alberti, Giovanni S. ;

Santacesaria, Matteo ;

Sciutto, Silvia .

NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION, 2024, :1-44

[39] Wavelet-based segmentation on the sphere [J].

Cai, Xiaohao ;

Wallis, Christopher G. R. ;

Chan, Jennifer Y. H. ;

McEwen, Jason D. .

PATTERN RECOGNITION, 2020, 100

[40] A wavelet-based sprite codec [J].

Dasu, AR ;

Panchanathan, S .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2004, 14 (02) :244-255

← 1 2 3 4 5 →