Authors: Geeta Aggarwal; Neelima Gupta
Addresses: Department of Computer Science, University of Delhi, Delhi, India ' Department of Computer Science, University of Delhi, Delhi, India
Abstract: Ensemble methods have been known to improve the quality of clusters/biclusters. We present in this paper an ensemble method for the biclustering problem using optimisation techniques. Extensive experiments performed on synthetic datasets and gene expression data have shown that the proposed method provides superior biclusters than the existing biclustering solutions most of the times.
Keywords: biclustering ensemble; optimisation; gene expression data; bioinformatics; biclusters; cluster quality.
International Journal of Bioinformatics Research and Applications, 2017 Vol.13 No.2, pp.109 - 130
Accepted: 27 Jun 2016
Published online: 21 Mar 2017 *