Skip to main content
Skip header

Knowledge mining

Language of instruction čeština
Code 157-9981
Abbreviation VZ
Course title Knowledge mining
Coordinating department Department of Systems Engineering and Informatics
Course coordinator doc. Dr. Ing. Miroslav Hudec

Summary

The aim of the course is to understand and master the main approaches and methods for knowledge discovery from the heterogeneous data and interpreting knowledge in the understandable way for diverse domain experts’ categories. The lectures provide a theoretical basis for understanding knowledge discovery, whereas the seminars provide space for demonstrating tasks, examining various cases and discussion.

Literature

SKANSI, Sandro. Introduction to Deep Learning. Cham: Springer, 2018. ISBN978-3-319-73003-5 .
HUDEC, Miroslav. Fuzziness in Information Systems - How to Deal with Crisp and Fuzzy Data in Selection, Classification, and Summarization. Cham: Springer, 2016. ISBN 978-3-319-42516-0.

Advised literature

AGGRAWAL, C. Data Mining: The Textbook. Cham: Springer, 2015 ISBN 978-3-319-14141-1 .