Publications

Journals (published/under review):

  1. Zollanvari, A., Dougherty, E., Incorporating Prior Knowledge Induced from Stochastic Differential Equations in Classification of Stochastic Observations, (under revision).
  2. Zollanvari, A., Dougherty, E., Generalized Consistent Error Estimator of Linear Discriminant Analysis, IEEE Transactions on Signal Processing, 60 (11):2804-2814, (2015).
  3. Braga-Neto, U., Zollanvari, A., Dougherty, E., Cross-Validation Under Separate Sampling: Strong Bias and How to Correct It, Bioinformatics, 30 (23): 3349-3355, (2014).
  4. Villa, A., Zollanvari, A., Alterovitz, G., Cagetti, M. G. Strohmenger, L., Abati, S., Prevalence of Halitosis in Children Considering Oral Hygiene, Gender and Age, International Journal of Dental Hygiene, 12: 208-212, (2014).
  5. Zollanvari, A., Dougherty, E., Moments and Root-Mean-Square Error of the Bayesian MMSE Estimator of Classification Error in the Gaussian Model, Pattern Recognition, 47: 2178-2192, (2014).
  6. Zollanvari, A., Hua, J., & Dougherty E., Analytical Study of Performance of Linear Discriminant Analysis in Stochastic Settings, Pattern Recognition, 46 (11): 3017-3029, (2013), PMID: 24039299.
  7. Zollanvari, A. & Genton, M. G., On Kolmogorov Asymptotics of Estimators of the Misclassification Error Rate in Linear Discriminant. Analysis, Sankhya A, The Indian Journal of Statistics, 75 (2): 300-326, (2013).
  8. 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, doi:10.1136/amiajnl-2013- 001861, (2013), PMID: 23907284.
  9. Esfahani, M. S., Knight J., Zollanvari, A., Yoon, B., & Dougherty E., Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classification, Pattern Recognition, 46 (10): 2783-2797, (2013).
  10. Quo, C. Kaddi, Phan, J. C., Zollanvari, A., Xu, M., Wang, M. & Alterovitz, G., Reverse Engineering Bio-molecular Systems (REBMS) Using -Omic Data: Challenges, Progress, and Opportunities, Brief. Bioinformatics, 430-445, (2012), PMID: 22833495.
  11. Zollanvari, A., Braga-Neto, U., & Dougherty E., Exact Representation of the Second-order Moments for Resubstitution and Leave-one-out Error Estimation for Linear Discriminant Analysis in the Univariate Heteroskedastic Gaussian Model, Pattern Recognition, 45 (2): 908-917, (2012).
  12. Zollanvari, A., Braga-Neto, U., & Dougherty E., Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis, IEEE Transactions on Signal Processing, 59 (9): 4238-4255, (2011).
  13. Dougherty E., Zollanvari, A., & Braga-Neto, U., The Illusion of Distribution-Free Classification in High-Throughput Biology, Current Genomics, 12 (5), 333-341, (2011), PMID: 22294876.
  14. 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, 56 (2): 784-804, (2010).
  15. Zollanvari, A. & Masnadi-Shirazi, M. A., A Class of Comprehensive Constraints for Design of PCWLSE Laguerre and FIR Filters: A Boost in Performance, Signal Processing, 90 (4), 1118- 1130, (2010).
  16. Zollanvari, A., Cunningham, M., Braga-Neto, U., & Dougherty E., Analysis and Modeling of TimeCourse Gene-Expression Profiles from Nanomaterial-Exposed Primary Human Epidermal Keratinocytes. BMC Bioinformatics, 10(Suppl 11): S10, (2009), PMID: 19811675.
  17. Zollanvari, A., Braga-Neto, U., & Dougherty E., On the Sampling Distribution of Resubstitution and Leave-One-Out Error Estimators for Linear Classifiers. Pattern Recognition, 42 (11): 2705- 2723, (2009).
  18. Masnadi-Shirazi, M. A. & Zollanvari, A., Complex Digital Laguerre Filter Design with Weighted Least Square Error Subject to Magnitude and Phase Constraints, Signal Processing, 10 (4), 796- 810, (2008).