Evaluation of a Modified Parzen Classifier in High Dimensional Spaces

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15th International Conference on Pattern Recognition (ICPR'00) - Volume 2

Barcelona, Spain

September 03-September 08

ISBN: 0-7695-0750-6

	ASCII Text	x
	Yoshihiko Muto, Hirokazu Nagase, Yoshihiko Hamamoto, "Evaluation of a Modified Parzen Classifier in High Dimensional Spaces," Pattern Recognition, International Conference on, vol. 2, pp. 2067, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000.

	BibTex	x
	@article{ 10.1109/ICPR.2000.906019, author = {Yoshihiko Muto and Hirokazu Nagase and Yoshihiko Hamamoto}, title = {Evaluation of a Modified Parzen Classifier in High Dimensional Spaces}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2000}, isbn = {0-7695-0750-6}, pages = {2067}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906019}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Evaluation of a Modified Parzen Classifier in High Dimensional Spaces SN - 0-7695-0750-6 SP EP A1 - Yoshihiko Muto, A1 - Hirokazu Nagase, A1 - Yoshihiko Hamamoto, PY - 2000 VL - 2 JA - Pattern Recognition, International Conference on ER -

Yoshihiko Muto, Ube National College of Technology

Hirokazu Nagase, Yamaguc hi University

Yoshihiko Hamamoto, Yamaguc hi University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906019

In this paper, we discuss the performance of the Parzen classifier designed by Toeplitz and bootstrap techniques in high-dimensional spaces. Our primary interest is in “the curse of dimensionality”, which severely restricts the practical application of nonparametric procedures.

Citation:

Yoshihiko Muto, Hirokazu Nagase, Yoshihiko Hamamoto, "Evaluation of a Modified Parzen Classifier in High Dimensional Spaces," icpr, vol. 2, pp.2067, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000

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