Applying Map-Reduce to imbalanced data classification

Joanna Jędrzejowicz , Jakub Neumann , Piotr Synowczyk , Magdalena Zakrzewska


Author Joanna Jędrzejowicz (FMPI / II)
Joanna Jędrzejowicz,,
- Institute of Informatics
, Jakub Neumann (FMPI / II)
Jakub Neumann,,
- Institute of Informatics
, Piotr Synowczyk (FMPI)
Piotr Synowczyk,,
- Faculty of Mathematics, Physics and Informatics
, Magdalena Zakrzewska (FMPI / II)
Magdalena Zakrzewska,,
- Institute of Informatics
Publication size in sheets0.5
Book Jędrzejowicz Piotr, Yildirim Tülay, Czarnowski Ireneusz (eds.): 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2017) : 3-5 July 2017, Gdynia, Poland : proceedings, IEEE International Conference on Semantic Computing, 2017, IEEE Computer Society, ISBN 978-1-5090-5795-5, 503 p., DOI:10.1109/INISTA.2017.8001127
Keywords in Englishimbalanced data, classification, parallelization
Languageen angielski
Score (nominal)15
ScoreMinisterial score = 15.0, BookChapterSeriesAndMatConfByIndicator
Ministerial score (2013-2016) = 15.0, BookChapterSeriesAndMatConfByIndicator
Citation count*2 (2019-03-23)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.