Papers                                                       Home page       NUIG School of Maths

  • Hegde V, Krnjajić M, Pozdnoukhov A,
    "Unsupervised Event Detection with an Infinite Poisson Mixture Model",
    IEEE BigData Congress, 2015

  • Krnjajić, M. and Draper D. (2014)
    "Bayesian model comparison: Log scores and DIC",
    Statistics & Probability Letters, 88, 914 (2014)

  • Krnjajić, M. and Draper D. (2013)
    "Quantifying the Price of Uncertainty in Bayesian Models",
    Proceedings of AMSA 2013, Novosibirsk, Russia

  • Krnjajić, M. (2011), Book review:
    "Bayesian Nonparametrics" by N. L. Hjort, C. Holmes, P. Müller, and S. Walker (eds.)
    Journal of the American Statistical Association
    December 2011, Vol. 106, No. 496, Book Reviews DOI: 10.1198/jasa.2011.br1112

  • Krnjajić, M. and Draper D. (2011)
    "Bayesian Model Specification: Some problems related to model choice and calibration"
    Proceedings of AMSA 2011, Novosibirsk, Russia

  • Draper, D., and Krnjajić, M. (2010)
    "Calibration results for Bayesian model specification"
    Submitted

  • Kottas, A., and Krnjajić, M. (2009)
    "Bayesian Nonparametric Modeling in Quantile Regression"
    Scandinavian Journal of Statistics, Vol. 36: Issue 2, p. 297-319, 2009
    http://dx.doi.org/10.1111/j.1467-9469.2008.00626.x       AMS/UCSC tech report version of the article

  • L.Glascoe, J.Morris, L. Glenn, M.Krnjajic (2009)
    "Development and Application of a Fast-Running Tool
    to Characterize Shock Damage within Tunnel Structures",
    Proceedings of the Fifth Congress on Forensic Engineering, 2009
    http://dx.doi.org/10.1061/41082(362)13

  • Krnjajić, M., Kottas, A., and Draper, D. (2008)
    "Parametric and Nonparametric Bayesian Model Specification: A Case Study Involving Models for Count Data"
    Journal of Computational Statistics and Data Analysis, Vol. 52, Issue 4, 10 January 2008, p. 2110-2128
    PDF: http://dx.doi.org/10.1016/j.csda.2007.07.010       AMS/UCSC tech report version of the article

  • Chen B, Hickling T, Krnjajic M, et al., (2007)
    Multi-Layer Perceptrons and Support Vector Machines
    for Detection Problems with Low False Alarm Requirements
    University of California, LLNL Report, (2007)

  • Kottas, A., Krnjajić, M., and Taddy, M. (2007)
    "Model-based approaches to nonparametric Bayesian quantile regression"
    Proceedings of the 2007 Joint Statistical Meetings, Seattle, WA.

  • Draper, D., and Krnjajić, M. (2005)
    "Bayesian Model Specification" AMS/UCSC tech report

  • G. Johannesson, F.K. Chow, L. Glascoe, R.E. Glaser, W.G. Hanley, B. Kosovic,
    M. Krnjajic, et al. (2005)
    "Sequential Monte-Carlo Based Framework for Dynamic Data-Driven Event Reconstruction
    for Atmospheric Release",
    Proc. American Statistic Assn. (ASA) Section on Bayesian Statistical Science,
    Minneapolis (2005), 73-80

  • Hanks B, McDowell C, Draper D, Krnjajic M (2004).
    Program quality with pair programming in CS1. ACM SIGCSE Bulletin, 36, 176-180.

  • J. Jurka, M. Krnjajic, V.V. Kapitonov, J.E. Stenger and O. Kokhanyy, (2002)
    Active Alu elements are passed primarily through paternal germlines,
    Theoretical Population Biology 61 (2002), pp. 519-530.
    PDF: "http://dx.doi.org/10.1006/tpbi.2002.1602"

    Some presentations (talks/posters)

    Stellenbosch-2013, University of Stellenbosch, South Africa; ICORS-2013, Petrograd, Russia; AMSA, Novosibirsk, Russia (2013);
    AMSA, Novosibirsk, Russia (2011); CASI, Galway, Ireland (2011);
    Singidunum University, Belgrade, Serbia (2010); Valencia Meeting, Benidorm, Spain (2010); SMTDA, Chania (Crete), Ellada (2010);
    National University of Ireland, Galway (2009); CASI, Ireland (2009); University College Dublin (2009);
    Statistical Laboratory, Cambridge University (2008); Bristol University (2008);
    Isaac Newton Institute, Cambridge (2007); Bayesian Nonparametric Modeling in Quantile Regression
    Joint Statistical Meeting, Seattle (2006);
    MCMSki, Bormio, Italy (2005); SAMSI (2005);
    Kaiser Permanente Research (2005); University of California, LLNL (2005);