Library Subscription: Guest
Begell Digital Portal Begell Digital Library eBooks Journals References & Proceedings Research Collections
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

Volumes:
Volume 51, 2019 Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v47.i8.10
pages 1-10

The Research of the Asymptotic Properties of Nonparametric Classifiers Based on Depth Functions

A. V. Anisimov
Kiev National Taras Shevchenko University, Kiev
Alexander A. Galkin
Kiev National Taras Shevchenko University, Kiev

ABSTRACT

Nonparametric classification methods are investigated as well as their asymptotic properties based on the use of half-space and regression depth functions that are used to build linear and nonlinear separating surfaces between competing sets of data. A fully distribution free approach is proposed, where distributive location of multidimensional data is used to minimize misclassification coefficients.


Articles with similar content:

DETERMINATION OF MAXIMUM DROP SIZES IN ANNULAR GAS/LIQUID FLOW
ICLASS 94
Proceedings of the Sixth International Conference on Liquid Atomization and Spray Systems, Vol.0, 1994, issue
Barry J. Azzopardi, S. Hibberd
A POSTERIORI ERROR ESTIMATION FOR A CUT CELL FINITE VOLUME METHOD WITH UNCERTAIN INTERFACE LOCATION
International Journal for Uncertainty Quantification, Vol.5, 2015, issue 5
Simon Tavener, J. B. Collins, Donald Estep
On an Approach to Identification of Dynamic Systems Under Uncertainty
Journal of Automation and Information Sciences, Vol.32, 2000, issue 3
Vyacheslav F. Gubarev, Nikolay N. Aksenov
RANDOM LINEAR ANTENNAS WITH CONTROLLED RADIATION PATTERN
Telecommunications and Radio Engineering, Vol.73, 2014, issue 4
G.M. Pritula, A.A. Maystrenko, S.S. Melnik, O. V. Usatenko
Method for Evaluation of the Uncertainty of the Paired Comparisons Expert Judgements when Calculating the Decision Alternatives Weights
Journal of Automation and Information Sciences, Vol.47, 2015, issue 10
Nadezhda I. Nedashkovskaya