Ata Kaban

Publications

  1. 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

  2. Published
  3. Published
  4. Published

    A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams

    Ata Kaban, 1 Jan 2002, In : Journal of Intelligent Information Systems. 18, 2/3, p. 107-125 19 p.

    Research output: Contribution to journalArticle

  5. Published

    A Fast Algorithm for Robust Mixtures in the Presence of Measurement Errors

    Ata Kaban, 1 Aug 2010, In : IEEE Transactions on Neural Networks. 21, 8, p. 1206-1220 15 p.

    Research output: Contribution to journalArticle

  6. Published

    A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections

    Ata Kaban, 25 Feb 2016, ACML 2015 Proceedings. JMLR , Vol. 45. p. 65-80 16 p. (Proceedings of Machine Learning Research; vol. 45).

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

  7. Published

    A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation

    Ata Kaban, 1 Jan 2008, p. 332-343. 12 p.

    Research output: Contribution to conference (unpublished)Paper

  8. Published

    A Scalable Generative Topographic Mapping for Sparse Data Sequences

    Ata Kaban, 1 Jan 2005, p. 51-56. 6 p.

    Research output: Contribution to conference (unpublished)Paper

  9. Published

    A Variational Bayesian Method for Rectified Factor Analyisis

    Ata Kaban, 1 Jan 2005, p. 185-190. 6 p.

    Research output: Contribution to conference (unpublished)Paper

  10. Published
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