This paper presents a detailed framework for Condition Monitoring (CM) based on hydraulic
systems and multi-sensor data. Nowadays, the CM technique is increasingly deployed for …

Many previous studies have investigated applying artificial intelligence (AI) to cyber security.
Despite considerable performance advantages, AI for cyber security requires final …

An explanation method called SurvBeX is proposed to interpret predictions of the machine
learning survival black-box models. The main idea behind the method is to use the modified …

The ensemble-based modifications of the well-known SHapley Additive exPlanations
(SHAP) method for the local explanation of a black-box model are proposed. The …

A new extremely simple ensemble-based model with the uniformly generated axis-parallel
hyper-rectangles as base models (HRBM) is proposed. Two types of HRBMs are studied …

Background The ruminant gastrointestinal contains numerous microbiomes that serve a
crucial role in sustaining the host's productivity and health. In recent times, numerous studies …

A new approach to the local and global explanation is proposed. It is based on selecting a
convex hull constructed for the finite number of points around an explained instance. The …

A new method for local and global explanation of the machine learning black-box model
predictions by tabular data is proposed. It is implemented as a system called AFEX …

Purpose: Using a data and machine learning approach, from classical to complex, we aim to
approximate the relationship between factors such as behavioral, social or comorbidity and …

Industry 4.0 (I4. 0) corresponds to a new way of planning, organizing, and optimizing
production. Therefore, the increasing exploitation of production systems through the …