ON A MEASURE OF ORDERING IN SELF-ORGANIZING MAPS AND ITS APPLICATION

被引：0

作者：

Hoshino, Mitsuhiro ^{[1
]}

Kimura, Yutaka ^{[1
]}

Kaku, Ikou ^{[1
]}

机构：

[1] Akita Prefectural Univ, Fac Syst Sci & Technol, Dept Management Sci & Engn, Akita, Japan

来源：

ICIM 2010: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT | 2010年

关键词：

Self-organizing Maps; Ordering; STATES;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This paper deals with self-organizing map models referred to as Kohonen type algorithm. In self-organizing maps, it is easy to observe some practical and interesting properties in the relation between the geometric arrangement of the nods and the values of nodes. We shall be concerned with behavior of ordering and state preserving properties in self-organizing maps with one-dimensional array of nodes and inputs taking values in an inner product space. We give a numerical example as its application and estimate ordering by simulation approach.

引用

页码：587 / 591

页数：5

共 50 条

[41] Controlling Relations between the Individuality and Collectivity of Neurons and its Application to Self-Organizing Maps
Ryotaro Kamimura
Neural Processing Letters, 2013, 38 : 177 - 203
[42] Information-theoretic enhancement learning and its application to visualization of self-organizing maps
Kamimura, Ryotaro
NEUROCOMPUTING, 2010, 73 (13-15) : 2642 - 2664
[43] ACCUMULATIVE INFORMATION ENHANCEMENT IN THE SELF-ORGANIZING MAPS AND ITS APPLICATION TO THE ANALYSIS OF MISSION STATEMENTS
Kitajima, Ryozo
Kamimura, Ryotaro
JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH, 2015, 5 (03) : 161 - 176
[44] Fuzzy optimized self-organizing maps and their application to document clustering
Romero, Francisco P.
Peralta, Arturo
Soto, Andres
Olivas, Jose A.
Serrano-Guerrero, Jesus
SOFT COMPUTING, 2010, 14 (08) : 857 - 867
[45] SELF-ORGANIZING FEATURE MAPS AND THEIR APPLICATION TO DIGITAL CODING OF INFORMATION
IZQUIERDO, AC
SUEIRO, JC
MENDEZ, JAH
LECTURE NOTES IN COMPUTER SCIENCE, 1991, 540 : 401 - 408
[46] Application of self-organizing maps in analysis of wave soldering process
Liukkonen, M.
Havia, E.
Leinonen, H.
Hiltunen, Y.
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 4604 - 4609
[47] Application of Self-organizing Maps in Functional Magnetic Resonance Imaging
Campelo, Anderson
Farias, Valcir
Rocha, Marcus
Tavares, Heliton
Pereira, Antonio
ARTIFICIAL NEURAL NETWORKS AND INTELLIGENT INFORMATION PROCESSING, 2010, : 72 - 80
[48] Fuzzy optimized self-organizing maps and their application to document clustering
Francisco P. Romero
Arturo Peralta
Andres Soto
Jose A. Olivas
Jesus Serrano-Guerrero
Soft Computing, 2010, 14 : 857 - 867
[49] Application of Self-Organizing Maps to the Stock Exchange Data Analysis
Kossakowski, Piotr
Bilski, Piotr
2015 IEEE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS), VOLS 1-2, 2015, : 208 - 213
[50] Application of kernel self-organizing maps in gearbox condition monitoring
Liao, Guanglan
Shi, Tielin
Zhang, Guicai
2003, Journal of Mechanical Strength (25):

← 1 2 3 4 5 →