Amin Zollanvari
Amin Zollanvari
Associate Professor, Department of Electrical and Computer Engineering, Nazarbayev University
Verified email at nu.edu.kz
Title
Cited by
Cited by
Year
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
582014
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
502011
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
472011
Transformer fault condition prognosis using vibration signals over cloud environment
M Bagheri, A Zollanvari, S Nezhivenko
IEEE Access 6, 9862-9874, 2018
462018
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
442017
Generalized Consistent Error Estimator of Linear Discriminant Analysis
A Zollanvari, E Dougherty
IEEE Transactions on Signal Processing 63 (11), 2804-2814, 2015
362015
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
352009
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
282014
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
272014
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
272013
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
252019
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
232012
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
232012
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
212010
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
202018
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
142009
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
132019
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
122013
Analytical study of performance of linear discriminant analysis in stochastic settings
A Zollanvari, J Hua, ER Dougherty
Pattern recognition 46 (11), 3017-3029, 2013
112013
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
102013
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