Linguistic Fuzzy Logic in R

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F15%3AA1601DL2" target="_blank" >RIV/61988987:17610/15:A1601DL2 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Linguistic Fuzzy Logic in R

Original language description

The aim of this paper is to present a new package for the R statistical environment that enables the use of linguistic fuzzy logic in data processing applications. The LFL package provides tools for transformation of data into fuzzy sets representing linguistic expressions, for mining of linguistic fuzzy association rules, and for inferring using the Perception-based Logical Deduction (PbLD). The package also contains a Fuzzy Rule-based Ensemble of forecasts (FRBE), i.e. a tool for forecasting of time series based on ensemble driven by the linguistic rule base that was obtained from a large set of training time series.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

BA - General mathematics

OECD FORD branch

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Project

<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2015

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proc. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

ISBN

978-1-4673-7428-6

ISSN

1544-5615

e-ISSN

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Number of pages

7

Pages from-to

1-7

Publisher name

IEEE

Place of publication

Istanbul

Event location

Istanbul

Event date

Jan 1, 2015

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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