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  • Amin Zollanvari
2019

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

Predictive Meta-analysis of Multiple Microarray Datasets: An Application to Classification of Malignant Gliomas

Tursynbek, N., Ghahramany, G., Nabavi, S. & Zollanvari, A., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2423-2428 6 p. 8621503. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Adaptive face space models with dynamic neural priors and sparse coding

Reihanian, S., Zollanvari, A. & James, A. P., Feb 14 2018, ICECS 2017 - 24th IEEE International Conference on Electronics, Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 389-392 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Bayesian prognostic model for genomic discovery in bipolar disorder

Bobba, S. S., Zollanvari, A. & Alterovitz, G., Jan 1 2014, BIOINFORMATICS 2014 - 5th Int. Conf. on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014. SciTePress, p. 91-98 8 p. (BIOINFORMATICS 2014 - 5th Int. Conf. on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

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)
2019

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

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)
2014

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

18 Citations (Scopus)
2013

Performance of linear discriminant analysis in stochastic settings

Zollanvari, A., Hua, J. & Dougherty, E. R., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3437-3441 5 p. 6638296. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

16 Citations (Scopus)
2011

Designing enhanced classifiers using prior process knowledge: Regularized maximum-likelihood

Esfahani, M. S., Zollanvari, A., Yoon, B. J. & Dougherty, E. R., Jan 1 2011, Proceedings 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'11. IEEE Computer Society, p. 91-94 4 p. 6169451. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)
2019

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

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)
2019

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
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

4 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 journalReview article

3 Citations (Scopus)
2019

IoT Application in Transformer Fault Prognosis Using Vibration Signal

Bagheri, M., Nurmanova, V., Zollanvari, A., Nezhivenko, S. & Phung, B. T., Feb 13 2019, ICHVE 2018 - 2018 IEEE International Conference on High Voltage Engineering and Application. Institute of Electrical and Electronics Engineers Inc., 8641873. (ICHVE 2018 - 2018 IEEE International Conference on High Voltage Engineering and Application).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

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)
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)

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)
2013

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)

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)
2012
17 Citations (Scopus)
2014

Bayesian prognostic model for genomic discovery in bipolar disorder

Bobba, S. S., Zollanvari, A. & Alterovitz, G., Feb 10 2014, 2014 IEEE Healthcare Innovation Conference, HIC 2014. Institute of Electrical and Electronics Engineers Inc., p. 247-250 4 p. 7038921. (2014 IEEE Healthcare Innovation Conference, HIC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2013

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)

Effect of mixing probabilities on the bias of cross-validation under separate sampling

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., Dec 1 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. p. 98-99 2 p. 6735947. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)
2013

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

2017

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

13 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)
2019

Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces

Orazayev, Y., Zollanvari, A. & Abibullaev, B., Feb 2019, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737344. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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)
2017

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

2011
2012

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 1 2012, In : Briefings in bioinformatics. 13, 4, p. 430-445 16 p., bbs026.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2011

Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours?

Zollanvari, A., Saccone, N. L., Bierut, L. J., Ramoni, M. F. & Alterovitz, G., Dec 26 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 3573-3576 4 p. 6090596. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2018

Optimal Bayesian Classification When the Training Observations are Serially Dependent

Zollanvari, A. & Dougherty, E. R., Nov 16 2018, 2018 New York Scientific Data Summit, NYSDS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8538943. (2018 New York Scientific Data Summit, NYSDS 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

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

17 Citations (Scopus)

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

Braga-Neto, U. M., Zollanvari, A. & Dougherty, E. R., Jan 1 2014, In : Bioinformatics. 30, 23, p. 3349-3355 7 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2011

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)
2016
2013

Application of double asymptotics and random matrix theory in error estimation of regularized linear discriminant analysis

Zollanvari, A. & Dougherty, E. R., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 57-59 3 p. 6736811. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Random matrix theory in pattern classification: An application to error estimation

Zollanvari, A. & Dougherty, E. R., Jan 1 2013, Conference Record of the 47th Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, p. 884-887 4 p. 6810415. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)
2019