Ata Kaban

Publications

  1. 2011
  2. Published
  3. Published

    On the Distance Concentration Awareness of Certain Data Reduction Techniques

    Ata Kaban, 1 Feb 2011, In : Pattern Recognition. 44, 2, p. 265-277 13 p.

    Research output: Contribution to journalArticle

  4. Published

    Multi-class Classification in the Presence of Labelling Errors

    Ata Kaban, 27 Apr 2011, p. 345-350. 6 p.

    Research output: Contribution to conference (unpublished)Paper

  5. Published
  6. Published

    Subspace adaptiveness of compressive Fisher's linear discriminant classifier

    Ata Kaban & Bob Durrant, 1 Dec 2011, p. 73. 1 p.

    Research output: Contribution to conference (unpublished)Abstract

  7. 2012
  8. Published

    Non-Parametric Detection of Meaningless Distances in High Dimensional Data

    Ata Kaban, 1 Mar 2012, In : Statistics and Computing. 22, 2, p. 375-385 11 p.

    Research output: Contribution to journalArticle

  9. Published

    Single-frame image recovery using a Pearson type VII MRF

    Ata Kaban, 15 Mar 2012, In : Neurocomputing. 80, p. 111-118 8 p.

    Research output: Contribution to journalArticle

  10. 2013
  11. Published

    Classification of mislabelled microarrays using robust sparse logistic regression

    Ata Kaban, 1 Apr 2013, In : Bioinformatics. 29, 7, p. 870-877

    Research output: Contribution to journalArticle

  12. 2014
  13. Published

    Multivariate cauchy EDA optimisation

    Ata Kaban, 2014, Intelligent Data Engineering and Automated Learning : IDEAL 2014 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings. Corchado, E., Lozano, J. A., Quintián, H. & Yin, H. (eds.). Springer, Vol. 8669 LNCS. p. 449-456 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8669 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. Published

    New Bounds on Compressive Linear Least Squares Regression

    Ata Kaban, 2 Apr 2014, Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. Kaski, S. & Corander, J. (eds.). JMLR , Vol. 33. p. 448-456 (JMLR Workshop and Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution