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Research Output 2006 2019

  • 322 Citations
  • 11 h-Index
  • 36 Article
  • 18 Conference contribution
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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

Frequency response
Transformer windings
Power transformers
Learning systems
Numerical analysis

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

Binary Classification
Discriminant analysis
Discriminant Analysis
Misclassification
Gaussian distribution
Binary Classification
Discriminant analysis
Discriminant Analysis
Misclassification
Gaussian distribution

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

Discriminant Analysis
Sample Size
Theoretical Analysis
Classifier
Observation

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

Discriminant Analysis
Sample Size
Theoretical Analysis
Classifier
Observation

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

Brain-Computer Interfaces
Brain computer interface
Evoked Potentials
Learning
Decoding

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

Classifiers
White noise
Covariance matrix
Random variables
Uncertainty
2018
6 Citations (Scopus)

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

Vibration analysis
Short circuit currents
Monitoring
Economics
Internet of things
13 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

Short circuit currents
Monitoring
Electric network analysis
Deterioration
Learning systems
2017
1 Citation (Scopus)

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

Mean square error
Signal to noise ratio
Functional analysis
Noise abatement
Image quality
3 Citations (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

Time-frequency Analysis
Sequence Analysis
Genomics
Signal processing
Signal Processing

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

Dependence Structure
First-order
Branch
Entropy
Cross-entropy
6 Citations (Scopus)

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

Students
Experiments
Learning systems
Education
5 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

Alcoholism
Single Nucleotide Polymorphism
Genes
Interaction
Heritability
2016
4 Citations (Scopus)

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

Regularization Parameter
Discriminant Analysis
Discriminant analysis
Covariance matrix
Sample Size
3 Citations (Scopus)

High-dimensional statistical learning: Roots, justifications, and potential machineries

Zollanvari, A., Apr 12 2016, In : Cancer Informatics. 15, p. 109-121 13 p.

Research output: Contribution to journalArticle

Learning
Sample Size
Software
Datasets
Prior Knowledge
Uncertainty
Stochastic Equations
Labels
Bayesian Classifier
2015
15 Citations (Scopus)

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

Discriminant analysis
Classifiers
Covariance matrix
Mean square error
2014
14 Citations (Scopus)

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

Selection Bias
Cross-validation
Sampling
Computational Biology
Random Sampling
14 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 2014, In : Pattern Recognition. 47, 6, p. 2178-2192 15 p.

Research output: Contribution to journalArticle

Mean square error
Error analysis
Classifiers
Discriminant analysis
Labels
14 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., 2014, In : International Journal of Dental Hygiene. 12, 3, p. 208-212 5 p.

Research output: Contribution to journalArticle

Halitosis
Oral Hygiene
Sulfur Compounds
Tooth
Pediatrics
2013
6 Citations (Scopus)

Analytical study of performance of linear discriminant analysis in stochastic settings

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

Research output: Contribution to journalArticle

Discriminant analysis
Classifiers
8 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 2013, In : Pattern Recognition. 46, 10, p. 2783-2797 15 p.

Research output: Contribution to journalArticle

Maximum likelihood
Classifiers
Uncertainty
Labels
Contamination
1 Citation (Scopus)

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

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

Research output: Contribution to journalArticle

Misclassification Error
Discriminant Analysis
Error Rate
Estimator
Moment

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

Misclassification Error
Discriminant Analysis
Error Rate
Estimator
Moment
17 Citations (Scopus)

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., 2013, In : Journal of the American Medical Informatics Association. 20, E2

Research output: Contribution to journalArticle

Clostridium difficile
Electronic Health Records
Length of Stay
International Classification of Diseases
Phenotype
2012
17 Citations (Scopus)
Discriminant analysis
Error analysis
Gaussian distribution
Biomarkers
11 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

Data Mining
Reverse engineering
Synthetic Biology
Data mining
Bioengineering
2011
34 Citations (Scopus)

Analytic study of performance of error estimators for linear discriminant analysis

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

Research output: Contribution to journalArticle

Discriminant analysis
Covariance matrix
Gene expression
Experiments
38 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

Genomics
Computational Biology
Sample Size
Phenotype
Datasets
2010
3 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

FIR filters
Group delay
Transfer functions
Computational complexity
26 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 2010, In : IEEE Transactions on Information Theory. 56, 2, p. 784-804 21 p., 5420275.

Research output: Contribution to journalArticle

discriminant analysis
Discriminant analysis
Sampling
Biomarkers
Microarrays
2009
9 Citations (Scopus)

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, 1471.

Research output: Contribution to journalArticle

Gene Expression Profile
Nanomaterials
Nanostructures
Keratinocytes
Transcriptome
31 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 2009, In : Pattern Recognition. 42, 11, p. 2705-2723 19 p.

Research output: Contribution to journalArticle

Discriminant analysis
Classifiers
Sampling
Covariance matrix
Error analysis
2008
6 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Digital filters
Quadratic programming
FIR filters
Frequency response