Ata Kaban

Publications

  1. 2015
  2. Published

    Heavy Tails with Parameter Adaptation in Random Projection based Continuous EDA

    Ata Kaban, 25 May 2015, 2015 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers (IEEE), p. 2074-2081

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

  3. 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

  4. Published

    Second International Workshop on High Dimensional Data Mining (HDM 2014) Preface

    Ata Kaban, Frank-Michael Schleif, 26 Jan 2015, 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. xxxvi-xxxvii

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

  5. 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

  6. Published

    Special issue on advances in learning with label noise

    Ata Kaban, 2015, In : Neurocomputing.

    Research output: Contribution to journalEditorial

  7. 2014
  8. 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

  9. 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

  10. 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

  11. 2013
  12. 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

  13. 2012
  14. 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