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1

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

Zollanvari, Amin, Dougherty, Edward R.

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 2.81 MB

english, 2014

2

Nonoptimality of the Maximum-Weight Dependence Tree in Classification

Zollanvari, Amin

Journal:

IEEE Signal Processing Letters

Year:

2017

Language:

english

File:

PDF, 429 KB

english, 2017

3

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

Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 944 KB

english, 2009

4

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

Mohammad Ali Masnadi-Shirazi, Amin Zollanvari

Journal:

Signal Processing

Year:

2008

Language:

english

File:

PDF, 486 KB

english, 2008

5

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

Amin Zollanvari, Mohammad Ali Masnadi-Shirazi

Journal:

Signal Processing

Year:

2010

Language:

english

File:

PDF, 863 KB

english, 2010

6

Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model

Amin Zollanvari, Ulisses Braga-Neto, Edward R. Dougherty

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 305 KB

english, 2012

7

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

Amin Zollanvari, Mary Jane Cunningham, Ulisses Braga-Neto, Edward R Dougherty

Journal:

BMC Bioinformatics

Year:

2009

Language:

english

File:

PDF, 586 KB

english, 2009

8

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

Amin Zollanvari, Marc G. Genton

Journal:

Year:

2013

Language:

english

File:

PDF, 598 KB

english, 2013

9

Analytical study of performance of linear discriminant analysis in stochastic settings

Zollanvari, Amin, Hua, Jianping, Dougherty, Edward R.

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 2.82 MB

english, 2013

10

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, Mohammad, Knight, Jason, Zollanvari, Amin, Yoon, Byung-Jun, Dougherty, Edward R.

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 710 KB

english, 2013

11

[IEEE 2009 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Minneapolis, MN, USA (2009.05.17-2009.05.21)] 2009 IEEE International Workshop on Genomic Signal Processing and Statistics - Sample size calculation from specified RMS of the resubstitution error for linear classifiers

Zollanvari, Amin, Braga-Neto, Ulisses M., Dougherty, Edward R.

Year:

2009

Language:

english

File:

PDF, 122 KB

english, 2009

12

[IEEE 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Austin, TX, USA (2013.12.3-2013.12.5)] 2013 IEEE Global Conference on Signal and Information Processing - Application of double asymptotics and random matrix theory in error estimation of regularized linear discriminant analysis

Zollanvari, Amin, Dougherty, Edward R.

Year:

2013

Language:

english

File:

PDF, 660 KB

english, 2013

13

[IEEE 2013 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Houston, TX, USA (2013.11.17-2013.11.19)] 2013 IEEE International Workshop on Genomic Signal Processing and Statistics - Effect of mixing probabilities on the bias of cross-validation under separate sampling

Zollanvari, Amin, Braga-Neto, Ulisses M., Dougherty, Edward R.

Year:

2013

Language:

english

File:

PDF, 221 KB

english, 2013

14

[IEEE 2013 Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2013.11.3-2013.11.6)] 2013 Asilomar Conference on Signals, Systems and Computers - Random matrix theory in pattern classification: An application to error estimation

Zollanvari, Amin, Dougherty, Edward R.

Year:

2013

Language:

english

File:

PDF, 109 KB

english, 2013

15

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Performance of linear discriminant analysis in stochastic settings

Zollanvari, Amin, Hua, Jianping, Dougherty, Edward R.

Year:

2013

Language:

english

File:

PDF, 347 KB

english, 2013

16

[IEEE 2011 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - San Antonio, TX, USA (2011.12.4-2011.12.6)] 2011 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - Designing enhanced classifiers using prior process knowledge: Regularized maximum-likelihood

Esfahani, Mohammad Shahrokh, Zollanvari, Amin, Yoon, Byung-Jun, Dougherty, Edward R.

Year:

2011

Language:

english

File:

PDF, 279 KB

english, 2011

17

Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis

Zollanvari, Amin, Braga-Neto, Ulisses M., Dougherty, Edward R.

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 1.05 MB

english, 2011

18

[IEEE ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - Taipei, Taiwan (2009.04.19-2009.04.24)] 2009 IEEE International Conference on Acoustics, Speech and Signal Processing - A class of comprehensive constraints for the PCWLSE filter design: A boost in performance

Zollanvari, Amin, Masnadi-Shirazi, Mohammad Ali

Year:

2009

Language:

english

File:

PDF, 174 KB

english, 2009

19

[IEEE 2014 Health Innovations and POCT - Seattle, WA, USA (2014.10.8-2014.10.10)] 2014 IEEE Healthcare Innovation Conference (HIC) - Bayesian prognostic model for genomic discovery in bipolar disorder

Bobba, Swetha S., Zollanvari, Amin, Alterovitz, Gil

Year:

2014

Language:

english

File:

PDF, 760 KB

english, 2014

20

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

Warner, Jeremy L, Zollanvari, Amin, Ding, Quan, Zhang, Peijin, Snyder, Graham M, Alterovitz, Gil

Journal:

Journal of the American Medical Informatics Association

Year:

2013

Language:

english

File:

PDF, 383 KB

english, 2013

21

Incorporating prior knowledge induced from stochastic differential equations in the classification of stochastic observations

Zollanvari, Amin, Dougherty, Edward R.

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Year:

2016

Language:

english

File:

PDF, 945 KB

english, 2016

22

Generalized Consistent Error Estimator of Linear Discriminant Analysis

Zollanvari, Amin, Dougherty, Edward R.

Journal:

IEEE Transactions on Signal Processing

Year:

2015

Language:

english

File:

PDF, 2.28 MB

english, 2015

23

The Illusion of Distribution-Free Small-Sample Classification in Genomics

R. Dougherty, Edward, Zollanvari, Amin, M. Braga-Neto, Ulisses

Journal:

Current Genomics

Year:

2011

Language:

english

File:

PDF, 233 KB

english, 2011

24

An efficient method to estimate the optimum regularization parameter in RLDA

Bakir, Daniyar, James, Alex Pappachen, Zollanvari, Amin

Journal:

Year:

2016

Language:

english

File:

PDF, 461 KB

english, 2016

25

Interpretive time-frequency analysis of genomic sequences

Hassani Saadi, Hamed, Sameni, Reza, Zollanvari, Amin

Journal:

BMC Bioinformatics

Year:

2017

Language:

english

File:

PDF, 2.75 MB

english, 2017

26

SNP by SNP by environment interaction network of alcoholism

Zollanvari, Amin, Alterovitz, Gil

Journal:

BMC Systems Biology

Year:

2017

Language:

english

File:

PDF, 1.59 MB

english, 2017

27

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

Zollanvari, Amin, Kizilirmak, Refik Caglar, Kho, Yau Hee, Hernandez-Torrano, Daniel

Journal:

Year:

2017

Language:

english

File:

PDF, 4.77 MB

english, 2017

28

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

Mathew, Joshin, Zollanvari, Amin, James, Alex Pappachen

Journal:

Year:

2018

Language:

english

File:

PDF, 5.38 MB

english, 2018

29

Transformer Fault Condition Prognosis Using Vibration Signals over Cloud Environment

Bagheri, Mehdi, Zollanvari, Amin, Nezhivenko, Svyatoslav

Journal:

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

30

[IEEE 2017 24th IEEE International Conference on Electronics, Circuits and Systems (ICECS) - Batumi (2017.12.5-2017.12.8)] 2017 24th IEEE International Conference on Electronics, Circuits and Systems (ICECS) - Adaptive face space models with dynamic neural priors and sparse coding

Reihanian, Samira, Zollanvari, Amin, James, Alex Pappachen

Year:

2017

Language:

english

File:

PDF, 226 KB

english, 2017

31

High-Dimensional Statistical Learning: Roots, Justifications, and Potential Machineries

Zollanvari, Amin

Journal:

Cancer Informatics

Year:

2015

Language:

english

File:

PDF, 1.18 MB

english, 2015

32

[ACM Press the 7th ACM International Conference - Seattle, WA, USA (2016.10.02-2016.10.05)] Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '16 - Interpretive Time-Frequency Analysis of Genomic Sequences

Saadi, Hamed Hassani, Sameni, Reza, Zollanvari, Amin

Year:

2016

Language:

english

File:

PDF, 85 KB

english, 2016

33

[IEEE 2018 New York Scientific Data Summit (NYSDS) - New York, NY, USA (2018.8.6-2018.8.8)] 2018 New York Scientific Data Summit (NYSDS) - Optimal Bayesian Classification When the Training Observations are Serially Dependent

Zollanvari, Amin, Dougherty, Edward R.

Year:

2018

Language:

english

File:

PDF, 101 KB

english, 2018

34

A Theoretical Analysis of the Peaking Phenomenon in Classification

Zollanvari, Amin, James, Alex Pappachen, Sameni, Reza

Journal:

Journal of Classification

Year:

2019

Language:

english

File:

PDF, 1003 KB

english, 2019

35

[IEEE 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Madrid, Spain (2018.12.3-2018.12.6)] 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Predictive Meta-analysis of Multiple Microarray Datasets: An Application to Classification of Malignant Gliomas

Tursynbek, Nurislam, Ghahramany, Ghazal, Nabavi, Sheida, Zollanvari, Amin

Year:

2018

Language:

english

File:

PDF, 1.20 MB

english, 2018

36

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

Abibullaev, Berdakh, Zollanvari, Amin, Saduanov, Batyrkhan, Alizadeh, Tohid

Journal:

Year:

2019

Language:

english

File:

PDF, 6.51 MB

english, 2019

37

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

Zollanvari, Amin, Abdirash, Muratkhan, Dadlani, Aresh, Abibullaev, Berdakh

Journal:

IEEE Signal Processing Letters

Year:

2019

Language:

english

File:

PDF, 404 KB

english, 2019

38

A Brute-force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs

Abibullaev, Berdakh, Dolzhikova, Irina, Zollanvari, Amin

Journal:

Year:

2020

File:

PDF, 1.19 MB

2020

39

[IEEE 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - Madrid, Spain (2020.6.9-2020.6.12)] 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - A New Transformer FRA Test Setup for Advanced Interpretation and Winding Short-circuit Prediction

Nurmanova, Venera, Akhmetov, Yerbol, Bagheri, Mehdi, Zollanvari, Amin, Gharehpetian, Gevork B., Phung, Toan

Year:

2020

File:

PDF, 740 KB

2020

40

Transformer Fault Prognosis Using Deep Recurrent Neural Network Over Vibration Signals

Zollanvari, Amin, Kunanbayev, Kassymzhomart, Bitaghsir, Saeid Akhavan, Bagheri, Mehdi

Journal:

IEEE Transactions on Instrumentation and Measurement

Year:

2020

File:

PDF, 1.51 MB

2020