Prof. Amin Zollanvari
PhD., Texas A&M University
Assistant Professor, Electrical and Electronic Engineering, Nazarbayev University
  • Educations
  • Positions
  • Research Interests
  • Selected Publications
  • Contact
  • Ph.D. in Electrical Engineering, Texas A&M University, College Station, TX, 2006-2010.

  • M.S. in Electrical Engineering, Shiraz University, Iran, 2003-2006.

  • B.S. in Electrical Engineering, Shiraz University, Iran, 1999-2003.

  • Assistant Professor, Nazarbayev University (Electrical and Electronic Engineering Department), 2015.

  • Assistant Professor, Istanbul Kemerburgaz University (Electrical and Electronic Engineering Department), 2014-2015.

  • Assistant Research Scientist, Texas A&M University (Department of Statistics), 2012-2014.

  • Research Fellow: Harvard Medical School (Center of Biomedical Informatics)/Brigham and Women's Hospital (Channing Laboratory), 2010-2012.

  • Graduate Research Assistant, Texas A&M University (Electrical and Computer Engineering Department), 2007-2010.

  •  
  • Signal Processing

  • Big data analytics

  • Systems Biology

  •   1. Bakir, D., James, A., Zollanvari, A., An Efficient Method to Estimate the Optimum Regularization Parameter in RLDA, Bioinformatics, In Press.
    2. Zollanvari, A., Dougherty, E., Incorporating Prior Knowledge Induced from Stochastic Differential Equations in Classification of Stochastic Observations, EURASIP Journal on Bioinformatics and Systems Biology, vol. 2, (2016).
    3. Zollanvari, A., High-Dimensional Statistical Learning, Roots, Justifications, and Potential Machineries, Cancer Informatics, vol. 5, (2015).
    4. Zollanvari, A., Dougherty, E., Generalized Consistent Error Estimator of Linear Discriminant Analysis, IEEE Transactions on Signal Processing, vol. 60, (2015).
    5. Braga-Neto, U., Zollanvari, A., Dougherty, E., Cross-Validation Under Separate Sampling: Strong Bias and How to Correct It, Bioinformatics, vol. 30, (2014).
    6. Warner, J., Zollanvari, A., Ding, Q., Zhang, P., Snyder, G., & Alterovitz, G., Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications, Journal of American Medical Informatics Association, vol. 20, (2013).
    7. Zollanvari, A., Hua, J., & Dougherty E., Analytical Study of Performance of Linear Discriminant Analysis in Stochastic Settings, Pattern Recognition, vol. 46, (2013).
    8. Zollanvari, A., Braga-Neto, U., & Dougherty E., Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis, IEEE Transactions on Signal Processing, vol. 59, (2011).
    9. Zollanvari, A., Braga-Neto, U., & Dougherty E., Joint Sampling Distribution Between Actual and Estimated Classification Errors for Linear Discriminant Analysis, IEEE Transactions on Information Theory, vol. 56, (2010).
    10. Zollanvari, A., Cunningham, M., Braga-Neto, U., & Dougherty E., Analysis and Modeling of Time-Course Gene-Expression Profiles from Nanomaterial-Exposed Primary Human Epidermal Keratinocytes. BMC Bioinformatics, vol. 10, (2009).

    Prof. Dr. Amin Zollanvari,

    Department of electrical and Electronic Engineering

    School of Engineering

    Nazarbayev University

    Republic of Kazakhstan

    Phone: +7 (7172) 70 93 53      

    Email: amin.zollanvari@nu.edu.kz