Faculty of Information Technology, BUT

Publication Details

Knowledge Discovery in Data with FIT-Miner

ŠEBEK Michal, HLOSTA Martin and ZENDULKA Jaroslav. Knowledge Discovery in Data with FIT-Miner. In: Znalosti 2011: Sborník příspěvků 10. ročníku konference. Stará Lesná: VŠB-Technical University of Ostrava, 2011, pp. 182-193. ISBN 978-80-248-2369-0.
Czech title
Získávání znalostí z databází pomocí systému FIT-Miner
Type
conference paper
Language
english
Authors
Šebek Michal, Ing. (DIFS FIT BUT)
Hlosta Martin, Ing. (DIFS FIT BUT)
Zendulka Jaroslav, doc. Ing., CSc. (DIFS FIT BUT)
Keywords
Data mining system, data preprocessing, frequent patterns, classification, prediction, clustering
Abstract
The paper deals with a data mining system FIT-Miner that has been developed at the Faculty of Information Technology of the Brno University of Technology. The system is based on a component approach where the essential functionality is encapsulated in components. A data mining task is specified graphically as a network of interconnected components. This approach makes good maintainability and scalability possible. The FIT-Miner includes components for data preprocessing, data mining and presentation of results. Implemented data mining algorithms cover all typically mined kinds of knowledge, such as frequent patterns, association rules; and classification, prediction and clustering models.

Published
2011
Pages
182-193
Proceedings
Znalosti 2011: Sborník příspěvků 10. ročníku konference
Conference
Znalosti 2011, Hotel Academia Stará Lesná, SK
ISBN
978-80-248-2369-0
Publisher
VŠB-Technical University of Ostrava
Place
Stará Lesná, SK
BibTeX
@INPROCEEDINGS{FITPUB9474,
   author = "Michal \v{S}ebek and Martin Hlosta and Jaroslav Zendulka",
   title = "Knowledge Discovery in Data with FIT-Miner",
   pages = "182--193",
   booktitle = "Znalosti 2011: Sborn\'{i}k p\v{r}\'{i}sp\v{e}vk\r{u} 10. ro\v{c}n\'{i}ku konference",
   year = 2011,
   location = "Star\'{a} Lesn\'{a}, SK",
   publisher = "V\v{S}B-Technical University of Ostrava",
   ISBN = "978-80-248-2369-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9474"
}
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