Ata Kaban

Publications

  1. 2015
  2. Published

    Improved bounds on the dot product under random projection and random sign projection

    Ata Kaban, 10 Aug 2015, KDD '15 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM), p. 487-496 10 p.

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

  3. 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

  4. 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 journalArticlepeer-review

  5. 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

  6. 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

  7. Published

    Special issue on advances in learning with label noise

    Ata Kaban, 2015, In: Neurocomputing.

    Research output: Contribution to journalEditorialpeer-review

  8. 2014
  9. 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 journalArticlepeer-review

  10. 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

  11. 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

  12. 2013
  13. 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 journalArticlepeer-review