Publication detail

Rapidminer image processing extension: A platform for collaborative research

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

Original Title

Rapidminer image processing extension: A platform for collaborative research

English Title

Rapidminer image processing extension: A platform for collaborative research

Type

conference paper

Language

en

Original Abstract

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.

English abstract

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.

Keywords

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

RIV year

2010

Released

10.08.2010

ISBN

978-963-88981-0-4

Book

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

Pages from

114

Pages to

118

Pages count

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",
  annote="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.",
  booktitle="The 33rd International Conference on Telecommunication and Signal Processing, TSP 2010",
  chapter="34510",
  howpublished="online",
  year="2010",
  month="august",
  pages="114--118",
  type="conference paper"
}