Ata Kaban

Publications

  1. Published

    Quantum behaved particle swarm optimization for data clustering with multiple objectives

    Ata Kaban, 12 Jan 2015, 6th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 215-220 6 p. 7008008

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

  2. Published

    The aspect Bernoulli model: multiple causes of presences and absences

    Ata Kaban, 1 Feb 2009, In : Pattern Analysis and Applications. 12, 1, p. 55-78 24 p.

    Research output: Contribution to journalArticle

  3. Published

    Learning kernel logistic regression in the presence of class label noise

    Ata Kaban, 1 Nov 2014, In : Pattern Recognition. 47, 11, p. 3641-3655 15 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    Research output: Contribution to conference (unpublished)Paper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

    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

  6. Published

    An adaptive novelty detection approach to low level analysis of images corrupted by mixed noise

    Ata Kaban, 1 Jan 2003, p. 570-577. 8 p.

    Research output: Contribution to conference (unpublished)Paper

  7. Published

    Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data

    Bob Durrant & Ata Kaban, 28 Jul 2010, p. 1119-1128. 10 p.

    Research output: Contribution to conference (unpublished)Paper

  8. Published

    A Bound on the Performance of LDA in Randomly Projected Data Spaces

    Bob Durrant & Ata Kaban, 26 Aug 2010, 2010 20th International Conference on Pattern Recognition (ICPR). Institute of Electrical and Electronics Engineers (IEEE), p. 4044-4047 4 p.

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

  9. Published

    Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions

    Bob Durrant & Ata Kaban, 1 May 2015, In : Machine Learning. 99, 2, p. 257-286 30 p.

    Research output: Contribution to journalArticle

  10. Published

    When is 'nearest neighbour' meaningful: A converse theorem and implications

    Bob Durrant & Ata Kaban, 1 Aug 2009, In : Journal of Complexity. 25, 4, p. 385-397 13 p.

    Research output: Contribution to journalArticle

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