Detail publikačního výsledku

Knowledge Discovery in Data with FIT-Miner

ŠEBEK, M.; HLOSTA, M.; ZENDULKA, J.

Originální název

Knowledge Discovery in Data with FIT-Miner

Anglický název

Knowledge Discovery in Data with FIT-Miner

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Data mining system, data preprocessing, frequent patterns, classification, prediction, clustering

Klíčová slova v angličtině

Data mining system, data preprocessing, frequent patterns, classification, prediction, clustering

Autoři

ŠEBEK, M.; HLOSTA, M.; ZENDULKA, J.

Rok RIV

2012

Vydáno

01.02.2011

Nakladatel

VŠB-Technical University of Ostrava

Místo

Stará Lesná

ISBN

978-80-248-2369-0

Kniha

Znalosti 2011: Sborník příspěvků 10. ročníku konference

Strany od

182

Strany do

193

Strany počet

12

BibTex

@inproceedings{BUT76267,
  author="Michal {Šebek} and Martin {Hlosta} and Jaroslav {Zendulka}",
  title="Knowledge Discovery in Data with FIT-Miner",
  booktitle="Znalosti 2011: Sborník příspěvků 10. ročníku konference",
  year="2011",
  pages="182--193",
  publisher="VŠB-Technical University of Ostrava",
  address="Stará Lesná",
  isbn="978-80-248-2369-0"
}