Application of the Method of Elastic Maps in Analysis of Genetic Texts

A. N. Gorban; A. Y. Zinovyev; Donald C. Wunsch

doi:10.1109/IJCNN.2003.1223685

Application of the Method of Elastic Maps in Analysis of Genetic Texts

A. N. Gorban
, A. Y. Zinovyev
, Donald C. Wunsch

Research output: Contribution to journal › Article › peer-review

Abstract

A study was performed on application of the method of elastic maps in analysis of genetic texts. The method of elastic maps allowed to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology and to project data onto it. The idea of the method was described.

Original language	American English
Journal	Proceedings of the International Joint Conference on Neural Networks
Volume	3
DOIs	https://doi.org/10.1109/IJCNN.2003.1223685
State	Published - Jan 1 2003

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Electrical and Computer Engineering

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https://doi.org/10.1109/IJCNN.2003.1223685

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title = "Application of the Method of Elastic Maps in Analysis of Genetic Texts",

abstract = " A study was performed on application of the method of elastic maps in analysis of genetic texts. The method of elastic maps allowed to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology and to project data onto it. The idea of the method was described.",

author = "Gorban, \{A. N.\} and Zinovyev, \{A. Y.\} and Wunsch, \{Donald C.\}",

year = "2003",

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doi = "10.1109/IJCNN.2003.1223685",

language = "American English",

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AU - Zinovyev, A. Y.

AU - Wunsch, Donald C.

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Y1 - 2003/1/1

N2 - A study was performed on application of the method of elastic maps in analysis of genetic texts. The method of elastic maps allowed to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology and to project data onto it. The idea of the method was described.

AB - A study was performed on application of the method of elastic maps in analysis of genetic texts. The method of elastic maps allowed to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology and to project data onto it. The idea of the method was described.

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UR - https://doi.org/10.1109/IJCNN.2003.1223685

U2 - 10.1109/IJCNN.2003.1223685

DO - 10.1109/IJCNN.2003.1223685

M3 - Article

SN - 2161-4407

VL - 3

JO - Proceedings of the International Joint Conference on Neural Networks

JF - Proceedings of the International Joint Conference on Neural Networks

ER -

Application of the Method of Elastic Maps in Analysis of Genetic Texts

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