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BURGET, R. KARÁSEK, J. SMÉKAL, Z. UHER, V. DOSTÁL, O.
Originální název
Rapidminer image processing extension: A platform for collaborative research
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
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.
Klíčová slova
data mining, image processing, research, RapidMiner, open-source
Autoři
BURGET, R.; KARÁSEK, J.; SMÉKAL, Z.; UHER, V.; DOSTÁL, O.
Rok RIV
2010
Vydáno
10. 8. 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" }