To realise accountable AI systems, different types of information from a range of sources
need to be recorded throughout the system life cycle. We argue that knowledge graphs can …

Data mining techniques are needed in various fields. However, most data researchers do
not have sufficient knowledge and experience. Due to the significant number of algorithms …

Researchers working in various domains are focusing on extracting information from data
sets by data mining techniques. However, data mining is a complicated task, including …

Extracting knowledge from data streams received from observed objects through data
mining is required in various domains. However, there is a lack of any kind of guidance on …

To solve the problem of increasing the performance of inference machines, the authors
propose to use parallel methods for implementing the basic knowledge processing …

Senior researcher, Cand. Sci.(Tech)–Rosa R. Fatkieva–information security, information
systems modeling, rrf@ iias. spb. su. Senior researcher, Cand. Sci.(Tech)–Elena L. Evnevich …