Publications

Submitted

  • Partovi Nia, V. and Davison, A. C. Empirical Bayesian Classification and Clustering.
  • Partovi Nia, V. and Davison, A. C. High-Dimensional Bayesian Clustering with Variable Selection in R.
  • Partovi Nia, V. and Stephens, D. A. Dendrogram Representation of Stochastic Clustering in R.

    • Manuscript

  • with Masoud and Ioana, A Stopping Rule for MCMC Clustering.

    • Working

  • with Masoud, Bayesian Biclustering with Subject and Attribute Importances.
  • with Dave, Bayesian Clustering of 3D Spheres.

    • Refereed

  • Partovi Nia, V. (2009) Fast High-Dimensional Bayesian Classification and Clustering, Ecole Polytechnique Fédérale de Lausanne, Ph.D. Thesis [PDF].
  • Parchami, A., Mashinchi, M., and Partovi Nia, V. (2008) A Consistent Confidence Interval for Fuzzy Capability Index, Applied and Computational Mathematics, Vol. 7, no. 1, 119-125 [PDF].
  • Messerli, G., Partovi Nia, V., Trevisan, M., Kolbe, A., Schauer, N., Geigenberger, P., Chen, J., Davison, A. C., Fernie, A. R. and Zeeman, S. C. (2007) Rapid Classification of Phenotypic Mutants of Arabidopsis Via Metabolite Fingerprinting, Plant Physiology, Vol. 143, 1484-1492 [PDF].
  • Partovi Nia, V. (2006) Gauss-Hermite Quadratures: Numerical or Statistical Method? The 8th. Iranian Statistical Conference Proceedings (invited and refereed papers), 209-215 [PDF].

    • Contributed conference presentations

  • Partovi Nia, V. and Davison, A. C. (2008) Rapid Variable Selection for Bayesian Clustering presented in EPFL research Day, [PDF].
  • Davison, A. C. and Partovi Nia, V. (2007) Fast High-Dimensional Classification and Clustering presented in Statistical Methods in Bioinformatics in Munich, [PDF].
  • Partovi Nia, V. and Davison, A. C. (2006) Bayesian Metabolite Fingerprinting presented in International Biometric Conference in Montreal, [PDF].

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