Algorithm BIDIMS for Automated Systematization of Data Array. Case Study: Rediscovering Mendeleev's Periodic Table of Chemical Elements Full article
| Journal |
International Journal on Information Theory and Applications
ISSN: 1310-0513 , E-ISSN: 1313-0463 |
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| Output data | Year: 2004, Volume: 11, Number: 4, Pages: 309-318 Pages count : 10 | ||||
| Tags | bidimensional structure, data mining, ordering, prediction, approximation | ||||
| Authors |
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| Affiliations |
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Funding (1)
| 1 | Russian Foundation for Basic Research | 02-01-00082 |
Abstract:
The method (algorithm BIDIMS) of multivariate objects display to bidimensional structure in which the sum of differences of objects properties and their nearest neighbors is minimal is being described. The basic regularities on the set of objects at this ordering become evident. Besides, such structures (tables) have high inductive opportunities: many latent properties of objects may be predicted on their coordinates in this table. Opportunities of a method are illustrated on an example of bidimentional ordering of chemical elements. The table received in result practically coincides with the periodic Mendeleev table.
Cite:
Zagoruiko A.
, Zagoruiko N.
Algorithm BIDIMS for Automated Systematization of Data Array. Case Study: Rediscovering Mendeleev's Periodic Table of Chemical Elements
International Journal on Information Theory and Applications. 2004. V.11. N4. P.309-318. РИНЦ
Algorithm BIDIMS for Automated Systematization of Data Array. Case Study: Rediscovering Mendeleev's Periodic Table of Chemical Elements
International Journal on Information Theory and Applications. 2004. V.11. N4. P.309-318. РИНЦ
Identifiers:
| Elibrary: | 21118510 |
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