In the context of Industry 4.0, smart factories use advanced sensing and data analytic
technologies to understand and monitor the manufacturing processes. To enhance …

Logical analysis of data (LAD), an approach to data analysis based on Boolean functions,
combinatorics, and optimization, can be considered one of the methods of interpretable …

We use information entropy measure to extend the rough set based notion of a reduct. We
introduce the Approximate Entropy Reduction Principle (AERP). It states that any …

A new technique of trilinear operations of aggregating, uniting and canceling is introduced
and applied to constructing fast linear non-commutative algorithms for matrix multiplication …

The article presents the results of application of rule induction algorithms for predictive
classification of states of rockburst hazard in a longwall. Used in mining practice computer …

This article presents GuideR, a user-guided rule induction algorithm, which overcomes the
largest limitation of the existing methods—the lack of the possibility to introduce user's …

We present a novel session identification method based on statistical language modeling.
Unlike standard timeout methods, which use fixed time thresholds for session identification …

The paper presents the results of research related to the efficiency of the so-called rule
quality measures which are used to evaluate the quality of rules at each stage of the rule …

The formation of patterns is one of the main stages in logical data analysis. Fuzzy
approaches to pattern generation in logical analysis of data allow the pattern to cover not …

This article describes an action rule induction Algorithm based on a sequential covering.
Two variants of the Algorithm are presented. The Algorithm allows the action rule induction …