This paper introduces the 3rd major release of the KEEL Software. KEEL is an open source
Java framework (GPLv3 license) that provides a number of modules to perform a wide …

Formal concept analysis (FCA) is a solid mathematical framework to manage information
based on logic and lattice theory. It defines two explicit representations of the knowledge …

Prediction of faulty modules in the software development cycle earlier helps to reduce the
cost of software development. Test engineers give more attention to the faulty modules to …

In this study, we present an innovative approach to deriving an aggregate classification
score based on multiple classifiers based on generalizations of the Choquet integral. These …

Fuzzy association rule mining (FARM) is a well-known data mining algorithm to identify
frequently occurring patterns from datasets, in which the fuzzy set theory is applied to …

The generation of text reports from numerical and symbolic data is getting the attention of
many researchers. This paper presents an R package useful to develop computational …

Featured Application This study attempted to combine the text mining method and the fuzzy
association rules mining method to explore the main points of web posts about the reasons …

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 …

The discovery of fuzzy associations comprises a collection of data mining methods used to
extract knowledge from large data sets. Although there is an extensive catalog of specialized …

Formal concept analysis (FCA) is a solid mathematical framework to manage information
based on logic and lattice theory. It defines two explicit representations of the knowledge …