Data reduction and stacking for imbalanced data classification

Author:

Czarnowski Ireneusz1ORCID,Jędrzejowicz Piotr1ORCID

Affiliation:

1. Department of Information Systems, Gdynia Maritime University, Morska, Gdynia, Poland

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference23 articles.

1. Wolper D.H. The supervised learning no free lunch theorems, Technical Report, NASA Ames Research Center, Moffett Field, California, USA 2001.

2. A brief taxonomy and ranking of creative prototype reduction schemes;Kim;Pattern Analysis Application,2003

3. Reduction techniques for instance-based learning algorithm;Wilson;Machine Learning,2000

4. Adaptive integration image segmentation and object recognition;Bhanu;IEEE Transactions on Systems, Man and Cybernetics,2000

5. A New Cluster-based Instance Selection Algorithm;Czarnowski;J. O’Shea et al. (Eds.): KES-AMSTA 2011, LNAI 6682,2011

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