| 000 -LEADER |
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| fixed length control field |
nam a22 7a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190205b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540787365 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
511.3223 |
| Item number |
MIY |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Miyamoto, Sadaaki |
| 245 ## - TITLE STATEMENT |
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| Title |
Algorithms for fuzzy clustering : methods in c-means clustering with applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Berlin : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
2008. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xi, 247p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price type code |
EUR |
| Price amount |
149.99 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
The main subject of this book is the fuzzy c-means proposed by Dunn and Bezdek and their variations including recent studies. A main reason why we concentrate on fuzzy c-means is that most methodology and application studies in fuzzy clustering use fuzzy c-means, and hence fuzzy c-means should be considered to be a major technique of clustering in general, regardless whether one is interested in fuzzy methods or not. Unlike most studies in fuzzy c-means, what we emphasize in this book is a family of algorithms using entropy or entropy-regularized methods which are less known, but we consider the entropy-based method to be another useful method of fuzzy c-means. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Cluster analysis |
|
|---|
| Topical term or geographic name as entry element |
Fuzzy sets |
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| Topical term or geographic name as entry element |
Programming Techniques |
|
|---|
| Topical term or geographic name as entry element |
Engineering mathematics |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |