Classifier Based on Inverted Indexes of Neighbors, ver. 01.00
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00370806" target="_blank" >RIV/67985807:_____/11:00370806 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Classifier Based on Inverted Indexes of Neighbors, ver. 01.00
Original language description
IINC is a software package (both for Windows and Linux) of classification methods based on notion of the distribution mapping exponent. The exponent is very similar to singularity exponent or fractal or multifractal dimension used for study of fractals and multifractals. Added are classical nearest neighbors methods 1-NN and k-NN. In papers and reports attached to the package theoretical basis and details of methods are described.
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1M0567" target="_blank" >1M0567: Centre for Applied Cybernetics</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
IINC ver. 01.00
Technical parameters
Výkonné (exe) moduly pro Windows a Linux, návody k použití a zkušební příklady - viz. Jiřina, Marcel ; Jiřina jr., M. Classifier Based on Inverted Indexes of Neighbors. Prague : ICS AS CR, 2008. 11+26 s. (TR V-1034 and V-1041).
Economical parameters
Zcela nová metoda klasifikace mnohorozměrných (multivariate) dat do dvou a více tříd spolu s odhadem pravděpodobnosti příslušnosti k třídě.
Owner IČO
67985807
Owner name
Ústav informatiky Av ČR, v.v