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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
Transformer fault condition prognosis using vibration signals over cloud environment
M Bagheri, A Zollanvari, S Nezhivenko
IEEE Access 6, 9862-9874, 2018
942018
Transformer fault prognosis using deep recurrent neural network over vibration signals
A Zollanvari, K Kunanbayev, SA Bitaghsir, M Bagheri
IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2020
872020
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
772017
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
702014
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
632019
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
512011
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
512011
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
442018
Generalized Consistent Error Estimator of Linear Discriminant Analysis
A Zollanvari, E Dougherty
IEEE Transactions on Signal Processing 63 (11), 2804-2814, 2015
442015
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
382009
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
362014
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
352013
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
312019
A systematic deep learning model selection for P300-based brain–computer interfaces
B Abibullaev, A Zollanvari
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (5), 2744-2756, 2021
302021
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
292014
A new diagnostic technique for reliable decision-making on transformer FRA data in interturn short-circuit condition
Y Akhmetov, V Nurmanova, M Bagheri, A Zollanvari, GB Gharehpetian
IEEE Transactions on Industrial Informatics 17 (5), 3020-3031, 2020
282020
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
262012
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
242012
A Theoretical Analysis of the Peaking Phenomenon in Classification
A Zollanvari, AP James, R Sameni
Journal of Classification 37, 421-434, 2019
222019
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
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