Detail publikačního výsledku

Rapidminer image processing extension: A platform for collaborative research

BURGET, R.; KARÁSEK, J.; SMÉKAL, Z.; UHER, V.; DOSTÁL, O.

Originální název

Rapidminer image processing extension: A platform for collaborative research

Anglický název

Rapidminer image processing extension: A platform for collaborative research

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

RapidMiner is today one of the most widely used data mining and predictive analysis solutions world-wide. This paper introduces an image processing extension for RapidMiner and a presents the basic concepts and ideas about this extension. This paper also presents some feature extraction operators and individual operations used in extension. The use of the proposed extension was demonstrated on the real-world problem - identification of an area of interest in mammograms and also other two applications are mentioned. The code is provided freely with an open source license in hope, it can be applied for a collaborative research work in the area of data mining.

Anglický abstrakt

RapidMiner is today one of the most widely used data mining and predictive analysis solutions world-wide. This paper introduces an image processing extension for RapidMiner and a presents the basic concepts and ideas about this extension. This paper also presents some feature extraction operators and individual operations used in extension. The use of the proposed extension was demonstrated on the real-world problem - identification of an area of interest in mammograms and also other two applications are mentioned. The code is provided freely with an open source license in hope, it can be applied for a collaborative research work in the area of data mining.

Klíčová slova

data mining, image processing, research, RapidMiner, open-source

Klíčová slova v angličtině

data mining, image processing, research, RapidMiner, open-source

Autoři

BURGET, R.; KARÁSEK, J.; SMÉKAL, Z.; UHER, V.; DOSTÁL, O.

Rok RIV

2011

Vydáno

10.08.2010

ISBN

978-963-88981-0-4

Kniha

The 33rd International Conference on Telecommunication and Signal Processing, TSP 2010

Strany od

114

Strany do

118

Strany počet

509

BibTex

@inproceedings{BUT34510,
  author="Radim {Burget} and Jan {Karásek} and Zdeněk {Smékal} and Václav {Uher} and Otto {Dostál}",
  title="Rapidminer image processing extension: A platform for collaborative research",
  booktitle="The 33rd International Conference on Telecommunication and Signal Processing, TSP 2010",
  year="2010",
  pages="114--118",
  isbn="978-963-88981-0-4"
}