Three-way decisions provide a means for trading off different types of classification error in
order to obtain a minimum cost ternary classifier. This paper compares probabilistic three …

Accurately sorting high-quality soybean seeds is a key task in increasing soybean yield in
the breeding industry. At present, sorting systems based on machine vision focus on the …

Attribute reduction plays an important role in the areas of rough sets and granular
computing. Many kinds of attribute reducts have been defined in previous studies. However …

This paper presents a proposal of a rule induction algorithm selecting a rule quality measure
adaptively. The quality measure plays the role of an optimization criterion of the generated …

The increasing number of Indonesian court decision documents requires special attention to
be managed and used efficiently. One thing is to recognize legal entities to identify relevant …

ABSTRACT A majority of contribution in the domain of rule mining overemphasize on
maximizing the predictive accuracy of the discovered patterns. The user-oriented criteria …

Veriden sınıflandırma kuralları çıkarımı, veri madenciliği (VM) uygulamalarının ilgi çeken ve
önemli bir işidir. Günümüze kadar literatürde sınıflandırma kural çıkarımına, etkin …

Natural disasters that frequently occur, such as typhoons and earthquakes, heavily affect
human activities in urban areas by causing severe congestion and economic loss …

Biological Event Extraction is an important task towards the goal of extracting biomedical
knowledge from the scientific publications by capturing biomedical entities and their …

The paper presents an algorithm of decision rules redefinition that is based on evaluation of
the importance of elementary conditions occurring in induced rules. Standard and simplified …