DocumentCode
1922284
Title
Application of the method of elastic maps in analysis of genetic texts
Author
Gorban, A.N. ; Zinovyev, A.Y. ; Wunsch, D.C.
Author_Institution
Inst. of Comput. Modeling, Acad. of Sci., Krasnoyarsk, Russia
Volume
3
fYear
2003
fDate
20-24 July 2003
Firstpage
1826
Abstract
Method of elastic maps allows to construct efficiently 1D, 2D and 3D nonlinear approximations to the principal manifolds with different topology (piece of plane, sphere, torus etc.) and to project data onto it. We describe the idea of the method and demonstrate its applications in analysis of genetic sequences.
Keywords
biology computing; data analysis; data visualisation; genetics; neural nets; 1D nonlinear approximation; 2D nonlinear approximation; 3D nonlinear approximation; data analysis; data structure; data visualization; elastic map method; elastic net; genetic sequence analysis; genetic text analysis; Genetics; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2003. Proceedings of the International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-7898-9
Type
conf
DOI
10.1109/IJCNN.2003.1223685
Filename
1223685
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