Copyright 2009-2018, Francesco Gullo (UniCredit, R&D Dept., Italy), Carlotta Domeniconi (George Mason University, USA), Andrea Tagarelli (DIMES Dept., University of Calabria, Italy)
JPCE is a Java software package that implements Projective Clustering Ensembles (PCE).
The software contains an implementation of algorithms for PCE, which were originally defined and described in the peer-reviewed scientific publications reported below.
The JPCE package is free for research, academic and non-profit making purposes only. If you use this piece of software for your work and got something published please include the above citation. The software may not be sold or redistributed without prior approval. One may make copies of the software for their use provided that the copies, are not sold or distributed, are used under the same terms and conditions. As unestablished research software, this code is provided on an “as is” basis without warranty of any kind, either expressed or implied. The downloading, or executing any part of this software constitutes an implicit agreement to these terms. These terms and conditions are subject to change at any time without prior notice.
TERMS OF USAGE: The following papers should be cited in any research product whose findings are based on the code here distributed:
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F. Gullo, C. Domeniconi, A. Tagarelli.
Metacluster-based Projective Clustering Ensembles.
Machine Learning, 98(1-2):181-216, 2015. -
F. Gullo, C. Domeniconi, A. Tagarelli.
Projective Clustering Ensembles.
Data Mining and Knowledge Discovery (DAMI), 26(3):452-511, 2013. -
F. Gullo, C. Domeniconi, A. Tagarelli.
Advancing Data Clustering via Projective Clustering Ensembles.
Proc. 2011 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD), pp. 733-744. Athens, Greece, June 12-16, 2011. -
F. Gullo, C. Domeniconi, A. Tagarelli.
Enhancing Single-Objective Projective Clustering Ensembles.
Proc. 10th IEEE Int. Conf. on Data Mining (ICDM), pp. 833-838. Sydney, Australia, December 14-17, 2010.
For instructions on how to install and run the software please see JPCE.pdf.