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Research Output 2006 2019

  • 328 Citations
  • 11 h-Index
  • 37 Article
  • 18 Conference contribution
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Conference contribution
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

Transformer windings
Data transfer
Cloud computing
Short circuit currents
Insulation

Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces

Orazayev, Y., Zollanvari, A. & Abibullaev, B., Feb 1 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

Brain-Computer Interfaces
Brain computer interface
Evoked Potentials
Logistics
Classifiers

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

Microarrays
Glioma
Meta-Analysis
Genes
Transcriptome
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

Neurons
Mathematical models

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

Bayesian Classification
Classifiers
Vector Autoregressive Process
Bayesian Classifier
Dependent
2014

Bayesian prognostic model for genomic discovery in bipolar disorder

Bobba, S. S., Zollanvari, A. & Alterovitz, G., 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.

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

Genomics
Disorder
Attribute
Model
Experiment
1 Citation (Scopus)

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

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

Disease Attributes
Bipolar Disorder
Bayes Theorem
Phenotype
Gene Expression
2013
1 Citation (Scopus)

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

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

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

Discriminant analysis
Error analysis
Covariance matrix
Mean square error

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

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

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

Sampling
Sample Size
Classifiers
Experiments

Performance of linear discriminant analysis in stochastic settings

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

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

Discriminant analysis
6 Citations (Scopus)

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

Zollanvari, A. & Dougherty, E. R., 2013, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, p. 884-887 4 p. 6810415

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

Error analysis
Pattern recognition
Discriminant analysis
Covariance matrix
Mean square error
2011

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

Esfahani, M. S., Zollanvari, A., Yoon, B. J. & Dougherty, E. R., 2011, Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics. p. 91-94 4 p. 6169451

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

Stochastic Processes
Maximum likelihood
Classifiers
Random processes
Labels
1 Citation (Scopus)

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., 2011, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 3573-3576 4 p. 6090596

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

Genes
Gene expression
Feature extraction
Research Personnel
Association reactions
2010

RMS bounds and sample size considerations for error estimation in linear discriminant analysis

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., 2010, 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010. 5719691

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

Discriminant Analysis
Discriminant analysis
Sample Size
Error analysis
Classifiers
2009
1 Citation (Scopus)

A class of comprehensive constraints for the PCWLSE filter design: A boost in performance

Zollanvari, A. & Masnadi-Shirazi, M. A., 2009, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 3217-3220 4 p. 4960309

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

Transfer functions
1 Citation (Scopus)

Sample size calculation from specified RMS of the resubstitution error for linear classifiers

Zollanvari, A., Braga-Neto, U. M. & Dougherty, E. R., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174333

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

Biomarkers
Sample Size
Error analysis
Classifiers
Sampling
2006
4 Citations (Scopus)

An extended dual parameterization method to constrained least square laguerre filter design

Zollanvari, A. & Masnadi-Shirazi, M. A., 2006, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. 1660722

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

Parameterization
parameterization
filters
phase response
FIR filters
2 Citations (Scopus)

An extended ε-perturbation method to the problem of semi-infinite quadratic programming in constrained fir filter design

Masnadi-Shirazi, M. A. & Zollanvari, A., 2006, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 3. 1660720

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

quadratic programming
Quadratic programming
FIR filters
filters
perturbation