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Triguero, Isaac, del Río, Sara, López, Victoria, Bacardit, Jaume, Benítez, José M. and Herrera, Francisco (2015) ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem. Knowledge-Based Systems, 87 . pp. 69-79. ISSN 1872-7409

Triguero, Isaac, Peralta, Daniel, Bacardit, Jaume, García, Salvador and Herrera, Francisco (2015) MRPR: a MapReduce solution for prototype reduction in big data classification. Neurocomputing, 150 (A). pp. 331-345. ISSN 0925-2312

Swan, Anna L., Mobasheri, Ali, Allaway, David, Liddell, Susan and Bacardit, Jaume (2013) Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology. OMICS: a Journal of Integrative Biology, 17 (12). pp. 595-610. ISSN 1536-2310

Swan, Anna L., Hillier, Kirsty L., Smith, Julia R., Allaway, David, Liddell, Susan, Bacardit, Jaume and Mobasheri, Ali (2013) Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning. BMC Musculoskeletal Disorders, 14 . 349/1-349/12. ISSN 1471-2474

Glaab, Enrico, Bacardit, Jaume, Garibaldi, Jonathan M. and Krasnogor, Natalio (2012) Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data. PLoS ONE, 7 (7). e39932. ISSN 1932-6203

Monograph

Bacardit, Jaume and Krasnogor, Natalio (2006) BioHEL: Bioinformatics-oriented Hierarchical Evolutionary Learning. Technical Report. Computer Science & IT, University of Nottingham. (Unpublished)