• 373 Citations
  • 12 h-Index
20062019

Research output per year

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Research Output

  • 373 Citations
  • 12 h-Index
  • 36 Article
  • 18 Conference contribution
  • 1 Review article
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Article
2019

A New Transformer FRA Measurement Technique to Reach Smart Interpretation for Inter-Disk Faults

Nurmanova, V., Bagheri, M., Zollanvari, A., Aliakhmet, K., Akhmetov, Y. & Gharehpetian, G. B., Aug 1 2019, In : IEEE Transactions on Power Delivery. 34, 4, p. 1508-1519 12 p., 8682123.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification

Zollanvari, A., Abdirash, M., Dadlani, A. & Abibullaev, B., Sep 1 2019, In : IEEE Signal Processing Letters. 26, 9, p. 1300-1304 5 p., 8720003.

Research output: Contribution to journalArticle

A Theoretical Analysis of the Peaking Phenomenon in Classification

Zollanvari, A., James, A. P. & Sameni, R., Jan 1 2019, In : Journal of Classification.

Research output: Contribution to journalArticle

A Theoretical Analysis of the Peaking Phenomenon in Classification

Zollanvari, A., James, A. P. & Sameni, R., Jan 1 2019, In : Journal of Classification.

Research output: Contribution to journalArticle

Design and Optimization of a BCI-Driven Telepresence Robot Through Programming by Demonstration

Abibullaev, B., Zollanvari, A., Saduanov, B. & Alizadeh, T., Aug 5 2019, In : IEEE Access. 7, p. 111625 111636 p.

Research output: Contribution to journalArticle

Open Access

Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces

Abibullaev, B. & Zollanvari, A., Sep 1 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 5, p. 2009-2020 12 p., 8613780.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Optimal Bayesian Classification With Vector Autoregressive Data Dependency

Zollanvari, A. & Dougherty, E. R., Jun 15 2019, In : IEEE Transactions on Signal Processing. 67, 12, p. 3073-3086 14 p., 8693865.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2018

A new vibration analysis approach for transformer fault prognosis over cloud environment

Bagheri, M., Nezhivenko, S., Naderi, M. S. & Zollanvari, A., Sep 1 2018, In : International Journal of Electrical Power and Energy Systems. 100, p. 104-116 13 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Transformer Fault Condition Prognosis Using Vibration Signals over Cloud Environment

Bagheri, M., Zollanvari, A. & Nezhivenko, S., Feb 23 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2017

Edge-Aware Spatial Denoising Filtering Based on a Psychological Model of Stimulus Similarity

Mathew, J., Zollanvari, A. & James, A. P., Aug 27 2017, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Interpretive time-frequency analysis of genomic sequences

Hassani Saadi, H., Sameni, R. & Zollanvari, A., Mar 22 2017, In : BMC Bioinformatics. 18, 154.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Nonoptimality of the maximum-weight dependence tree in classification

Zollanvari, A., Jan 1 2017, In : IEEE Signal Processing Letters. 24, 1, p. 71-75 5 p., 7782428.

Research output: Contribution to journalArticle

Predicting Students' GPA and Developing Intervention Strategies Based on Self-Regulatory Learning Behaviors

Zollanvari, A., Kizilirmak, R. C., Kho, Y. H. & Hernandez-Torrano, D., Aug 25 2017, In : IEEE Access. 5, p. 23792-23802 11 p., 8016571.

Research output: Contribution to journalArticle

15 Citations (Scopus)

SNP by SNP by environment interaction network of alcoholism

Zollanvari, A. & Alterovitz, G., Mar 14 2017, In : BMC Systems Biology. 11, 19.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2016

An Efficient Method to Estimate the Optimum Regularization Parameter in RLDA

Bakir, D., James Pappachen, A. & Zollanvari, A., 2016, In : Bioinformatics. 7 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2015

Generalized consistent error estimator of linear discriminant analysis

Zollanvari, A. & Dougherty, E. R., Jun 1 2015, In : IEEE Transactions on Signal Processing. 63, 11, p. 2804-2814 11 p., 7078850.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2014

Cross-validation under separate sampling: Strong bias and how to correct it

Braga-Neto, U. M., Zollanvari, A. & Dougherty, E. R., 2014, In : Bioinformatics. 30, 23, p. 3349-3355 7 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model

Zollanvari, A. & Dougherty, E. R., Jun 1 2014, In : Pattern Recognition. 47, 6, p. 2178-2192 15 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Prevalence of halitosis in children considering oral hygiene, gender and age

Villa, A., Zollanvari, A., Alterovitz, G., Cagetti, M., Strohmenger, L. & Abati, S., Aug 2014, In : International Journal of Dental Hygiene. 12, 3, p. 208-212 5 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)
2013

Analytical study of performance of linear discriminant analysis in stochastic settings

Zollanvari, A., Hua, J. & Dougherty, E. R., Nov 1 2013, In : Pattern Recognition. 46, 11, p. 3017-3029 13 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

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

Shahrokh Esfahani, M., Knight, J., Zollanvari, A., Yoon, B. J. & Dougherty, E. R., Oct 1 2013, In : Pattern Recognition. 46, 10, p. 2783-2797 15 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

On Kolmogorov asymptotics of estimators of the misclassification error rate in linear discriminant analysis

Zollanvari, A. & Genton, M. G., Aug 21 2013, In : Sankhya: The Indian Journal of Statistics. 75 A, PART2, p. 300-326 27 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

On Kolmogorov asymptotics of estimators of the misclassification error rate in linear discriminant analysis

Zollanvari, A. & Genton, M. G., Aug 1 2013, In : Sankhya A. 75, 2, p. 300-326 27 p.

Research output: Contribution to journalArticle

Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications

Warner, J. L., Zollanvari, A., Ding, Q., Zhang, P., Snyder, G. M. & Alterovitz, G., Dec 19 2013, In : Journal of the American Medical Informatics Association. 20, E2, p. e281-e287

Research output: Contribution to journalArticle

18 Citations (Scopus)
2012
17 Citations (Scopus)

Reverse engineering biomolecular systems using -omic data: Challenges, progress and opportunities

Quo, C. F., Kaddi, C., Phan, J. H., Zollanvari, A., Xu, M., Wang, M. D. & Alterovitz, G., Jul 2012, In : Briefings in bioinformatics. 13, 4, p. 430-445 16 p., bbs026.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2011

Analytic study of performance of error estimators for linear discriminant analysis

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., Sep 1 2011, In : IEEE Transactions on Signal Processing. 59, 9, p. 4238-4255 18 p., 5872073.

Research output: Contribution to journalArticle

34 Citations (Scopus)

The illusion of distribution-free small-sample classification in genomics

Dougherty, E. R., Zollanvari, A. & Braga-Neto, U. M., Aug 2011, In : Current Genomics. 12, 5, p. 333-341 9 p.

Research output: Contribution to journalArticle

39 Citations (Scopus)
2010

A class of comprehensive constraints for design of PCWLSE Laguerre and FIR filters: A boost in performance

Zollanvari, A. & Masnadi-Shirazi, M. A., Apr 1 2010, In : Signal Processing. 90, 4, p. 1118-1130 13 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Joint sampling distribution between actual and estimated classification errors for linear discriminant analysis

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., Feb 1 2010, In : IEEE Transactions on Information Theory. 56, 2, p. 784-804 21 p., 5420275.

Research output: Contribution to journalArticle

27 Citations (Scopus)
2009

Analysis and modeling of time-course gene-expression profiles from nanomaterial-exposed primary human epidermal keratinocytes

Zollanvari, A., Cunningham, M. J., Braga-Neto, U. & Dougherty, E. R., Oct 8 2009, In : BMC Bioinformatics. 10, SUPPL. 11, p. S10 1471.

Research output: Contribution to journalArticle

Open Access
9 Citations (Scopus)

On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., Nov 1 2009, In : Pattern Recognition. 42, 11, p. 2705-2723 19 p.

Research output: Contribution to journalArticle

32 Citations (Scopus)
2008

Complex digital Laguerre filter design with weighted least square error subject to magnitude and phase constraints

Masnadi-Shirazi, M. A. & Zollanvari, A., Apr 1 2008, In : Signal Processing. 88, 4, p. 796-810 15 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)