All Stories

  1. Nonmetric multidimensional scaling: A perturbation model for privacy-preserving data clustering

    Article • Statistical Analysis and Data Mining The ASA Data Science Journal, April 2014, Wiley

    Dr Beatriz de la Iglesia

  2. A Fusion Approach to Computing Distance for Heterogeneous Data

    Article • January 2014, Scitepress

    Dr Beatriz de la Iglesia

  3. Evolutionary computation for feature selection in classification problems

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, October 2013, Wiley

    Dr Beatriz de la Iglesia

  4. Experimental evaluation of cluster quality measures

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Beatriz de la Iglesia

  5. MOEA for clustering

    Article • July 2013, ACM (Association for Computing Machinery)

    Dr Beatriz de la Iglesia

  6. BruteSuppression: a size reduction method for Apriori rule sets

    Article • Journal of Intelligent Information Systems, January 2013, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  7. Non-linear Dimensionality Reduction for Privacy-Preserving Data Classification

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Beatriz de la Iglesia

  8. A Novel Multi-Objective Genetic Algorithm for Clustering

    Article • January 2011, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  9. Non-metric Multidimensional Scaling for Privacy-Preserving Data Clustering

    Article • January 2011, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  10. A multiobjective GRASP for rule selection

    Article • January 2009, ACM (Association for Computing Machinery)

    Dr Beatriz de la Iglesia

  11. A multi-objective GRASP for partial classification

    Article • Soft Computing, June 2008, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  12. Classification techniques with minimal labelling effort and application to medical reports

    Article • International Journal of Data Mining and Bioinformatics, January 2008, Inderscience Publishers

    Dr Beatriz de la Iglesia

  13. Managing Population Diversity Through the Use of Weighted Objectives and Modified Dominance: An Example from Data Mining

    Article • April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Beatriz de la Iglesia

  14. Rule Induction for Classification Using Multi-objective Genetic Programming

    Article • January 2007, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  15. Discovery of Classification Rules from Databases

    Article • January 2005, IGI Global

    Dr Beatriz de la Iglesia

  16. Developments on a Multi-objective Metaheuristic (MOMH) Algorithm for Finding Interesting Sets of Classification Rules

    Article • January 2005, Springer Science + Business Media

    Dr Beatriz de la Iglesia

  17. The Discovery of Interesting Nuggets Using Heuristic Techniques

    Article • IGI Global

    Dr Beatriz de la Iglesia