Amin Zollanvari
Amin Zollanvari
Associate Professor, Department of Electrical and Computer Engineering, Nazarbayev University
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Prevalence of halitosis in children considering oral hygiene, gender and age
A Villa, A Zollanvari, G Alterovitz, MG Cagetti, L Strohmenger, S Abati
International journal of dental hygiene 12 (3), 208-212, 2014
The illusion of distribution-free small-sample classification in genomics
E R Dougherty, A Zollanvari, U M Braga-Neto
Current genomics 12 (5), 333-341, 2011
Analytic study of performance of error estimators for linear discriminant analysis
A Zollanvari, UM Braga-Neto, ER Dougherty
IEEE Transactions on Signal Processing 59 (9), 4238-4255, 2011
Transformer fault condition prognosis using vibration signals over cloud environment
M Bagheri, A Zollanvari, S Nezhivenko
IEEE Access 6, 9862-9874, 2018
Predicting students’ GPA and developing intervention strategies based on self-regulatory learning behaviors
A Zollanvari, RC Kizilirmak, YH Kho, D Hernández-Torrano
IEEE Access 5, 23792-23802, 2017
Generalized Consistent Error Estimator of Linear Discriminant Analysis
A Zollanvari, E Dougherty
IEEE Transactions on Signal Processing 63 (11), 2804-2814, 2015
On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers
A Zollanvari, UM Braga-Neto, ER Dougherty
Pattern Recognition 42 (11), 2705-2723, 2009
Cross-validation under separate sampling: strong bias and how to correct it
UM Braga-Neto, A Zollanvari, ER Dougherty
Bioinformatics 30 (23), 3349-3355, 2014
Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model
A Zollanvari, ER Dougherty
Pattern recognition 47 (6), 2178-2192, 2014
Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications
JL Warner, A Zollanvari, Q Ding, P Zhang, GM Snyder, G Alterovitz
Journal of the American Medical Informatics Association 20 (e2), e281-e287, 2013
Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic …
A Zollanvari, U Braga-Neto, ER Dougherty
Pattern recognition 45 (2), 908-917, 2012
Reverse engineering biomolecular systems using− omic data: challenges, progress and opportunities
CF Quo, C Kaddi, JH Phan, A Zollanvari, M Xu, MD Wang, G Alterovitz
Briefings in bioinformatics 13 (4), 430-445, 2012
Joint sampling distribution between actual and estimated classification errors for linear discriminant analysis
A Zollanvari, UM Braga-Neto, ER Dougherty
IEEE Transactions on Information Theory 56 (2), 784-804, 2010
A New Transformer FRA Measurement Technique to Reach Smart Interpretation for Inter-disk Faults
V Nurmanova, M Bagheri, A Zollanvari, K Aliakhmet, Y Akhmetov, ...
IEEE Transactions on Power Delivery 34 (4), 1508-1519, 2019
A new vibration analysis approach for transformer fault prognosis over cloud environment
M Bagheri, S Nezhivenko, MS Naderi, A Zollanvari
International Journal of Electrical Power & Energy Systems 100, 104-116, 2018
Analysis and modeling of time-course gene-expression profiles from nanomaterial-exposed primary human epidermal keratinocytes
A Zollanvari, MJ Cunningham, U Braga-Neto, ER Dougherty
Bmc Bioinformatics 10 (11), 1-13, 2009
Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces
B Abibullaev, A Zollanvari
IEEE Journal of Biomedical and Health Informatics 23 (5), 2009-2020, 2019
Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state …
MS Esfahani, J Knight, A Zollanvari, BJ Yoon, ER Dougherty
Pattern recognition 46 (10), 2783-2797, 2013
Analytical study of performance of linear discriminant analysis in stochastic settings
A Zollanvari, J Hua, ER Dougherty
Pattern recognition 46 (11), 3017-3029, 2013
Random matrix theory in pattern classification: An application to error estimation
A Zollanvari, ER Dougherty
2013 Asilomar Conference on Signals, Systems and Computers, 884-887, 2013
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