KEEL meets KNIME

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Abstract

We propose an approach to integrate the KEEL software tool for knowledge discovery within the KNIME Analytics platform. The integration approach is non-invasive as it does not require the modification of source code in neither of the tools. As a result of the integration, it is possible to use the algorithms provided with KEEL — including many fuzzy methods — directly in KNIME workflows, thus taking the advantages of both tools. We report two simple integration examples, which show the effectiveness of the proposed approach in building data analysis workflows involving KEEL methods, possibly along with methods provided by other knowledge discovery tools like WEKA.

Autore Pugliese

Tutti gli autori

  • FANELLI A.M.;MENCAR C.

Titolo volume/Rivista

Non Disponibile

Anno di pubblicazione

2017

ISSN

1544-5615

ISBN

978-1-5090-6034-4; 978-1-5090-6033-7; 978-1-5090-6035-1

Numero di citazioni Wos

Nessuna citazione

Ultimo Aggiornamento Citazioni

Non Disponibile

Numero di citazioni Scopus

1

Ultimo Aggiornamento Citazioni

Non Disponibile

Settori ERC

Non Disponibile

Codici ASJC

Non Disponibile