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Amin Zollanvari

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Phone: (801) 863-7021
Mail Stop: 336
Curriculum Vitae: Amin Zollanvari CV

Biography

Amin Zollanvari received the B.Sc. and M.Sc. degrees in Electrical Engineering from Shiraz University, Iran, and the Ph.D. degree in Electrical Engineering from Texas A&M University, College Station, TX, USA, in 2010. He was a Postdoctoral Fellow at Harvard Medical School and Brigham and Women’s Hospital, Boston, MA, USA, from 2010 to 2012, and an Assistant Research Scientist with the Department of Statistics at Texas A&M University from 2012 to 2014. He then served as a faculty member in the Department of Electrical and Computer Engineering at Nazarbayev University, Kazakhstan, from 2015 to 2025. In 2025, he joined Utah Valley University, where he is currently an Assistant Professor with the Department of Electrical and Computer Engineering. He is an IEEE Senior Member and the author of the textbook Machine Learning with Python, Theory and Implementation (Springer, 2023).

Education

PhD, Texas A&M University, 2010

Major: Electrical Engineering

MS, Shiraz University, 2006

Major: Electrical Engineering

BS, Shiraz University, 2003

Major: Electrical Engineering

Teaching

ECE 4750

Digital Signal Processing, Spring 2026

ECE 3760

Electronic Systems, Spring 2026

ECE 4850

Machine Learning, Spring 2026

Presentations

Morris, Riley (Presenter & Author), Rodriguez, Axell (Co-Author), Roberts, Jared (Co-Author), Ferrier, Michael (Presenter & Author), Zollanvari, Amin (Co-Author), i-ETC 2026, "Beebo: AI Robot", IEEE, Provo. (May 9, 2026)

Scholarly/Creative Works

Ramazanova, Zamart , Matkarimov, Bakhyt , Nabavi, Sheida , Crape, Byron , Zollanvari, Amin , (2026) "SNP-based prediction of schizophrenia using machine learning" . Bioinformatics Advances.

Aidarkhan, Assanali , Nurmanova, Venera , Zollanvari, Amin , Bagheri, Mehdi , (2026) "Vibration-based distribution transformer fault prognosis using recurrent neural networks with self-attention" . Results in Engineering.

Keutayeva, Aigerim , Zollanvari, Amin , Abibullaev, Berdakh , (2026) "Visual Evoked Potentials in Neurofeedback_ Advancing Cognitive Control in ADHD Through Therapeutic Gaming" . Bridging the Gap between Mind and Machine_ Exploring the Future of Human-AI-Neurotechnology Integration.

Serikbay, Arailym , Nurmanova, Venera , Akhmetov, Yerbol , Zollanvari, Amin , Bagheri, Mehdi , (2025) "A Systematic YOLO-Specific Model Selection for Mechanical Fault Identification in High-Voltage Insulators" (Issue: 1, vol. 2025). International Transactions on Electrical Energy Systems.

Mukhamediya, Azamat , Zollanvari, Amin , (2025) "AdaBoost.SDM: Similarity and dissimilarity-based manifold regularized adaptive boosting algorithm" . Pattern Recognition Letters.

Mukhamediya, Azamat , Sameni, Reza , Zollanvari, Amin , (2025) "Efficient active learning using recursive estimation of error reduction" (vol. 638). Neurocomputing.

ECE 4700

Computer Architecture for Engineering Applications, Fall 2025

ECE 4750

Digital Signal Processing, Fall 2025

ECE 3760

Electronic Systems, Fall 2025

Agibayeva, Akmaral , Muratuly, Aset , Ibragimova, Olga P, Tursun, Kazbek , Mukhamediya, Azamat , Zollanvari, Amin , Almagambetov, Akhan , Yenisoy, Serpil , Baimatova, Nassiba , Karaca, Ferhat , (2025) "Exploring AI Potential in Optical Analysis of Organic and Elemental Carbons_ A Review of Emerging Applications in Airborne Particulate Characterization" . Atmospheric Pollution Research.

Reihanian, Samira , Zollanvari, Amin , Fazli, Siamac , (2025) "Optimal Bayesian regression with a non-informative prior_ Order-recursive and incremental learning" . Neurocomputing.

Serikbay, Arailym , Akhmetov, Yerbol , Nurmanova, Venera , Zollanvari, Amin , Bagheri, Mehdi , (2025) "YOLO-Based Detection and Classification of High-Voltage Insulator Surface Contamination" . IEEE Transactions on Dielectrics and Electrical Insulation.

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , (2024) "A Convolutional Neural Network Ensemble Model for High-Voltage Insulator Surface Image Classification" .

Serikbay, Arailym , Nurmanova, Venera , Mukhamediya, Azamat , Zollanvari, Amin , Bagheri, Mehdi , (2024) "Assessment of Insulator Surface Pollution Severity Using Frequency Domain Spectroscopy (FDS)" .

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , Phung, BT , (2024) "Ensemble Pretrained Convolutional Neural Networks for the Classification of Insulator Surface Conditions" (Issue: 22, vol. 17). Energies.

Keutayeva, Aigerim , Zollanvari, Amin , Abibullaev, Berdakh , (2024) "Evolving Trends and Future Prospects of Transformer Models in EEG-Based Motor-Imagery BCI Systems" . Springer Nature.

Arupzhanov, Iliyar , Syssoyev, Dmitriy , Alimbayev, Aidar , Zhakhina, Gulnur , Sakko, Yesbolat , Yerdessov, Sauran , Zollanvari, Amin , Gaipov, Abduzhappar , (2024) "One-year mortality prediction of patients with hepatitis in Kazakhstan based on administrative health data_ A machine learning approach." (Issue: 6, vol. 21). Electronic Journal of General Medicine.

Reihanian, Samira , Dougherty, Edward R, Zollanvari, Amin , (2024) "Optimal Bayesian Regression With Vector Autoregressive Data Dependency" (vol. 72). IEEE Transactions on Signal Processing.

Mukhamediya, Azamat , Arupzhanov, Iliyar , Zollanvari, Amin , Zhumambayeva, Saule , Nadyrov, Kamalzhan , Khamidullina, Zaituna , Tazhibayeva, Karina , Myrzabekova, Aigul , Jaxalykova, Kulyash K, Terzic, Milan , others, Array , (2024) "Predicting Intensive Care Unit Admission in COVID-19-Infected Pregnant Women Using Machine Learning" (Issue: 24, vol. 13). Journal of Clinical Medicine.

Kural, Askat , Serikbay, Arailym , Zollanvari, Amin , Bagheri, Mehdi , (2024) "Predictive Analysis of Transformer Faults Through Vibration Signatures and One-Dimensional Convolutional Neural Networks" .

Mukhamediya, Azamat , Zollanvari, Amin , (2024) "SRPM-ST: Sequential retraining and pseudo-labeling in mini-batches for self-training" (vol. 605). Neurocomputing.

Nurmanova, V , Akhmetov, Y , Bagheri, M , Zollanvari, Amin , Phung, T , (2023) "A confidence level estimation technique for reliable Data-Driven FRA interpretation in air-core winding faults" (vol. 148). International Journal of Electrical Power \& Energy Systems.

Dolzhikova, Irina , Abibullaev, Berdakh , Zollanvari, Amin , (2023) "A Jackknife-inspired deep learning approach to subject-independent classification of EEG" (vol. 176). Pattern Recognition Letters.

Yazdi, Seyed Saeid Heidari, Shafiei, Sadjad , Kapanov, Adilkhan , Shakhin, Yussuf , Namadmalan, Alireza , Zollanvari, Amin , Bagheri, Mehdi , (2023) "A wireless charging system based on a DR-IPT to power a UAV from distribution poles" (Issue: 6, vol. 59). IEEE Transactions on Industry Applications.

Zollanvari, Amin , (2023) "Assembling Various Learning Steps" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Clustering" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Convolutional Neural Networks" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Decision trees" . Springer International Publishing Cham.

Abibullaev, Berdakh , Keutayeva, Aigerim , Zollanvari, Amin , (2023) "Deep Learning in EEG-Based BCIs_ A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications" (vol. 11). IEEE Access.

Zollanvari, Amin , (2023) "Deep Learning with Keras-TensorFlow" . Springer International Publishing Cham.

Tore, Ulan , Abilgazym, Aibek , Asunsolo-del-Barco, Angel , Terzic, Milan , Yemenkhan, Yerden , Zollanvari, Amin , Sarria-Santamera, Antonio , (2023) "Diagnosis of endometriosis based on comorbidities_ a machine learning Approach" (Issue: 11, vol. 11). Biomedicines.

Zollanvari, Amin , (2023) "Ensemble Learning" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Feature selection" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Getting Started with Python" . Springer International Publishing Cham.

Abilgazym, Aibek , Zollanvari, Amin , Bagheri, Mehdi , (2023) "High-voltage insulator surface pollution classification using insulator type-specific cnns" .

Zollanvari, Amin , (2023) "k-Nearest Neighbors" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Linear models" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Machine learning with Python_ Theory and implementation" . Springer Nature.

Zollanvari, Amin , (2023) "Model Evaluation and Selection" . Springer International Publishing Cham.

Mukhamediya, Azamat , Fazli, Siamac , Zollanvari, Amin , (2023) "On the Effect of Log-Mel Spectrogram Parameter Tuning for Deep Learning-based Speech Emotion Recognition" (vol. 11). IEEE Access.

Alimbayev, Aidar , Zhakhina, Gulnur , Gusmanov, Arnur , Sakko, Yesbolat , Yerdessov, Sauran , Arupzhanov, Iliyar , Kashkynbayev, Ardak , Zollanvari, Amin , Gaipov, Abduzhappar , (2023) "Predicting 1-year mortality of patients with diabetes mellitus in Kazakhstan based on administrative health data using machine learning" (Issue: 1, vol. 13). Scientific Reports.

Mussina, Kamilla , Kadyrov, Shirali , Kashkynbayev, Ardak , Yerdessov, Sauran , Zhakhina, Gulnur , Sakko, Yesbolat , Zollanvari, Amin , Gaipov, Abduzhappar , (2023) "Prevalence of HIV in Kazakhstan 2010--2020 and its forecasting for the Next 10 Years" . HIV/AIDS-Research and Palliative Care.

Zollanvari, Amin , (2023) "Recurrent Neural Networks" . Springer International Publishing Cham.

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , (2023) "Stacked Ensemble Deep Learning for Outdoor Insulator Surface Condition Classification_ A Profound Study on Water Droplets" (vol. 11). IEEE Access.

Zollanvari, Amin , (2023) "Supervised learning in practice_ the first application using scikit-learn" . Springer International Publishing Cham.

Zollanvari, Amin , (2023) "Three fundamental python packages" . Springer International Publishing Cham.

Akhmetov, Yerbol , Nurmanova, Venera , Bagheri, Mehdi , Zollanvari, Amin , Gharehpetian, Gevork B, (2022) "A bootstrapping solution for effective interpretation of transformer winding frequency response" (vol. 71). IEEE Transactions on Instrumentation and Measurement.

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , Phung, BT , (2022) "Accurate surface condition classification of high voltage insulators based on deep convolutional neural networks" (Issue: 6, vol. 28). IEEE Transactions on Dielectrics and Electrical Insulation.

Dolzhikova, Irina , Abibullaev, Berdakh , Zollanvari, Amin , (2022) "An ensemble of convolutional neural networks for zero-calibration ERP-based BCIs" .

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , Saukhimov, Almaz A, (2022) "CNN-based classification of contaminated high voltage insulator surface" .

Reihanian, Samira , Zollanvari, Amin , (2022) "Optimal Bayesian Regression for Serially Dependent Training Observations" .

Akhmetov, Yerbol , Nurmanova, Venera , Bagheri, Mehdi , Zollanvari, Amin , Phung, Toan , (2022) "Overhead Line Insulator Type Classification Using YOLOv3 Architectures" .

Dolzhikova, Irina , Abibullaev, Berdakh , Sameni, Reza , Zollanvari, Amin , (2022) "Subject-independent classification of motor imagery tasks in EEG using multisubject ensemble CNN" (vol. 10). IEEE Access.

Abibullaev, Berdakh , Kunanbayev, Kassymzhomart , Zollanvari, Amin , (2022) "Subject-independent classification of P300 event-related potentials using a small number of training subjects" (Issue: 5, vol. 52). IEEE Transactions on Human-Machine Systems.

Nurmanova, Venera , Akhmetov, Yerbol , Bagheri, Mehdi , Zollanvari, Amin , Gharehpetian, Gevork B, Phung, Toan , (2021) "A New Transformer Winding RLC Model to Study the Effect of the Disk Space Variation on FRA Signature" .

Abibullaev, Berdakh , Zollanvari, Amin , (2021) "A systematic deep learning model selection for P300-based brain--computer interfaces" (Issue: 5, vol. 52). IEEE Transactions on Systems, Man, and Cybernetics_ Systems.

Dolzhikova, Irina , Abibullaev, Berdakh , Sameni, Reza , Zollanvari, Amin , (2021) "An ensemble CNN for subject-independent classification of motor imagery-based EEG" .

Zollanvari, Amin , Abibullaev, Berdakh , (2021) "Bias correction for linear discriminant analysis" (vol. 151). Pattern Recognition Letters.

Kunanbayev, Kassymzhomart , Temirbek, Islambek , Zollanvari, Amin , (2021) "Complex encoding" .

Nurmanova, Venera , Akhmetov, Yerbol , Bagheri, Mehdi , Zollanvari, Amin , Phung, BT , Gharehpetian, Gevork B, (2021) "Confidence Level Estimation for Advanced Decision-making in Transformer Short-circuit Fault Diagnosis" . IEEE Transactions on Industry Applications.

Kunanbayev, Kassymzhomart , Abibullaev, Berdakh , Zollanvari, Amin , (2021) "Data augmentation for p300-based brain-computer interfaces using generative adversarial networks" .

Kunanbayev, Kassymzhomart , Azhigulov, Dias , Abibullaev, Berdakh , Zollanvari, Amin , (2021) "Deep Transfer Learning for Subject-Independent ERP-based BCIs" .

Serikbay, Arailym , Bagheri, Mehdi , Zollanvari, Amin , (2021) "High voltage insulators condition analysis using convolutional neural network" .

Kainolda, Yassawe , Abibullaev, Berdakh , Sameni, Reza , Zollanvari, Amin , (2021) "Is Riemannian geometry better than Euclidean in averaging covariance matrices for CSP-based subject-independent classification of motor imagery?" .

AV, DDS , Zollanvari, Amin , (2021) "Modulating Cancer Progression from Leukoplakia via Bayesian Gene Networks" .

Baktiyar, Akzhol , Baizhan, Darkhan , Bagheri, Mehdi , Zollanvari, Amin , Murzabulatov, Alimzhan , Serikbay, Arailym , (2021) "Remote monitoring of outdoor high voltage insulator using deep learning-based image processing" .

Zhagyparova, Kalamkas , Zhagypar, Ruslan , Zollanvari, Amin , Akhtar, Muhammad Tahir, (2021) "Supervised learning-based sound source distance estimation using multivariate features" .

Abibullaev, Berdakh , Dolzhikova, Irina , Zollanvari, Amin , (2020) "A Brute-force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs" (vol. 8). IEEE Access.

Akhmetov, Yerbol , Nurmanova, Venera , Bagheri, Mehdi , Zollanvari, Amin , Gharehpetian, Gevork B, (2020) "A new diagnostic technique for reliable decision-making on transformer FRA data in interturn short-circuit condition" (Issue: 5, vol. 17). IEEE Transactions on Industrial Informatics.

Nurmanova, Venera , Akhmetov, Yerbol , Bagheri, Mehdi , Zollanvari, Amin , Gharehpetian, Gevork B, Phung, Toan , (2020) "A new transformer FRA test setup for advanced interpretation and winding short-circuit prediction" .

Zollanvari, Amin , Kunanbayev, Kassymzhomart , Bitaghsir, Saeid Akhavan, Bagheri, Mehdi , (2020) "Transformer fault prognosis using deep recurrent neural network over vibration signals" (vol. 70). IEEE Transactions on Instrumentation and Measurement.

Nurmanova, Venera , Bagheri, Mehdi , Zollanvari, Amin , Aliakhmet, Kamilla , Akhmetov, Yerbol , Gharehpetian, Gevork B, (2019) "A New Transformer FRA Measurement Technique to Reach Smart Interpretation for Inter-disk Faults" (Issue: 4, vol. 34). IEEE Transactions on Power Delivery.

Zollanvari, Amin , James, Alex Pappachen, Sameni, Reza , (2019) "A Theoretical Analysis of the Peaking Phenomenon in Classification" (vol. 37). Journal of Classification.

Zollanvari, Amin , Abdirash, Muratkhan , Dadlani, Aresh , Abibullaev, Berdakh , (2019) "Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification" (Issue: 9, vol. 26). IEEE Signal Processing Letters.

Abibullaev, Berdakh , Zollanvari, Amin , Saduanov, Batyrkhan , Alizadeh, Tohid , (2019) "Design and optimization of a BCI-driven telepresence robot through programming by demonstration" (vol. 7). IEEE Access.

Abibullaev, Berdakh , Zollanvari, Amin , (2019) "Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces" (Issue: 5, vol. 23). IEEE Journal of Biomedical and Health Informatics.

Abibullaev, Berdakh , Orazayev, Yerzhan , Zollanvari, Amin , (2019) "Novel spatiospectral features of ERPs enhances brain-computer interfaces" .

Zollanvari, Amin , Dougherty, Edward R, (2019) "Optimal Bayesian Classification with Vector Autoregressive Data Dependency" (vol. 67). IEEE Transactions on Signal Processing.

Bagheri, M , Nezhivenko, S , Naderi, M Salay, Zollanvari, Amin , (2018) "A new vibration analysis approach for transformer fault prognosis over cloud environment" (vol. 100). International Journal of Electrical Power \& Energy Systems.

Bagheri, M , Nurmanova, V , Zollanvari, Amin , Nezhivenko, S , Phung, BT , (2018) "IoT Application in Transformer Fault Prognosis Using Vibration Signal" .

Zollanvari, Amin , Dougherty, Edward R, (2018) "Optimal bayesian classification when the training observations are serially dependent" .

Tursynbek, Nurislam , Ghahramany, Ghazal , Nabavi, Sheida , Zollanvari, Amin , (2018) "Predictive Meta-analysis of Multiple Microarray Datasets_ An Application to Classification of Malignant Gliomas" .

Bagheri, Mehdi , Zollanvari, Amin , Nezhivenko, Svyatoslav , (2018) "Transformer fault condition prognosis using vibration signals over cloud environment" (vol. 6). IEEE access.

Zollanvari, Amin , (2017) "A Theory of Complex Stochastic Systems with Two Types of Counteracting Entities" . arXiv preprint arXiv_1702.07483.

Reihanian, Samira , Zollanvari, Amin , James, Alex Pappachen, (2017) "Adaptive face space models with dynamic neural priors and sparse coding" .

Mathew, Joshin , Zollanvari, Amin , James, Alex Pappachen, (2017) "Edge-aware spatial denoising filtering based on a psychological model of stimulus similarity" (vol. 6). IEEE Access.

Hassani Saadi, Hamed , Sameni, Reza , Zollanvari, Amin , (2017) "Interpretive time-frequency analysis of genomic sequences" (Issue: Suppl 4, vol. 18). BMC bioinformatics.

Zollanvari, Amin , Kizilirmak, Refik Caglar, Kho, Yau Hee, Hern\'andez-Torrano, Daniel, Array , (2017) "Predicting students’ GPA and developing intervention strategies based on self-regulatory learning behaviors" (vol. 5). IEEE Access.

Zollanvari, Amin , Alterovitz, Gil , (2017) "SNP by SNP by environment interaction network of alcoholism" (Issue: Suppl 3, vol. 11). BMC Systems Biology.

Bakir, Daniyar , James, Alex Pappachen, Zollanvari, Amin , (2016) "An efficient method to estimate the optimum regularization parameter in RLDA" (Issue: 22, vol. 32). Bioinformatics.

Zollanvari, Amin , Dougherty, Edward R, (2016) "Incorporating prior knowledge induced from stochastic differential equations in the classification of stochastic observations" (Issue: 1, vol. 2016). EURASIP Journal on Bioinformatics and Systems Biology.

Zollanvari, Amin , (2016) "Nonoptimality of the maximum-weight dependence tree in classification" (Issue: 1, vol. 24). IEEE Signal Processing Letters.

Zollanvari, Amin , Dougherty, Edward , (2015) "Generalized Consistent Error Estimator of Linear Discriminant Analysis" (Issue: 11, vol. 63). IEEE Transactions on Signal Processing.

Zollanvari, Amin , (2015) "High-dimensional statistical learning_ Roots, justifications, and potential machineries" (vol. 14). Cancer informatics.

Bobba, Swetha S, Zollanvari, Amin , Alterovitz, Gil , (2014) "Bayesian prognostic model for genomic discovery in bipolar disorder" .

Braga-Neto, Ulisses M, Zollanvari, Amin , Dougherty, Edward R, (2014) "Cross-validation under separate sampling_ strong bias and how to correct it" (Issue: 23, vol. 30). Bioinformatics.

Zollanvari, Amin , Dougherty, Edward R, (2014) "Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model" (Issue: 6, vol. 47). Pattern recognition.

Villa, Alessandro , Zollanvari, Amin , Alterovitz, G , Cagetti, MG , Strohmenger, L , Abati, Silvio , (2014) "Prevalence of halitosis in children considering oral hygiene, gender and age" (Issue: 3, vol. 12). International journal of dental hygiene.

Zollanvari, Amin , Hua, Jianping , Dougherty, Edward R, (2013) "Analytical study of performance of linear discriminant analysis in stochastic settings" (Issue: 11, vol. 46). Pattern recognition.

Zollanvari, Amin , Dougherty, Edward R, (2013) "Application of double asymptotics and random matrix theory in error estimation of regularized linear discriminant analysis" .

Esfahani, Mohammad Shahrokh, Knight, Jason , Zollanvari, Amin , Yoon, Byung-Jun , Dougherty, Edward R, (2013) "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" (Issue: 10, vol. 46). Pattern recognition.

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2013) "Effect of mixing probabilities on the bias of cross-validation under separate sampling" .

Zollanvari, Amin , Genton, Marc G, (2013) "On Kolmogorov asymptotics of estimators of the misclassification error rate in linear discriminant analysis" (Issue: 2, vol. 75). Sankhya A.

Zollanvari, Amin , Hua, Jianping , Dougherty, Edward R, (2013) "Performance of linear discriminant analysis in stochastic settings" .

Zollanvari, Amin , Dougherty, Edward R, (2013) "Random matrix theory in pattern classification_ An application to error estimation" .

Koppula, Skanda K, Zollanvari, Amin , An, Ning , Alterovitz, Gil , (2013) "Robust Prediction-Based Analysis for Genome-Wide Association and Expression Studies" (vol. 2013). AMIA Summits on Translational Science Proceedings.

Warner, Jeremy L, Zollanvari, Amin , Ding, Quan , Zhang, Peijin , Snyder, Graham M, Alterovitz, Gil , (2013) "Temporal phenome analysis of a large electronic health record cohort enables identification of hospital-acquired complications" (Issue: e2, vol. 20). Journal of the American Medical Informatics Association.

Deng, Michelle , Zollanvari, Amin , Alterovitz, Gil , (2012) "A Bayesian Translational Framework for Knowledge Propagation, Discovery, and Integration Under Specific Contexts" (vol. 2012). AMIA Summits on Translational Science Proceedings.

Parikh, Neena , Zollanvari, Amin , Alterovitz, Gil , (2012) "An automated bayesian framework for integrative gene expression analysis and predictive medicine" (vol. 2012). AMIA Summits on Translational Science Proceedings.

Marwah, Kshitij , Katzin, Dustin , Zollanvari, Amin , Noy, Natalya F, Ramoni, Marco , Alterovitz, Gil , (2012) "Context-specific ontology integration_ A bayesian approach" (vol. 2012). AMIA Summits on Translational Science Proceedings.

Zollanvari, Amin , Braga-Neto, Ulisses , Dougherty, Edward R, (2012) "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" (Issue: 2, vol. 45). Pattern recognition.

Quo, Chang F, Kaddi, Chanchala , Phan, John H, Zollanvari, Amin , Xu, Mingqing , Wang, May D, Alterovitz, Gil , (2012) "Reverse engineering biomolecular systems using- omic data_ challenges, progress and opportunities" (Issue: 4, vol. 13). Briefings in bioinformatics.

Zollanvari, Amin , Dougherty, Edward R, Braga-Neto, Ulisses M, (2012) "The Illusion of Distribution-Free Small-Sample Classification in Genomics" .

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2011) "Analytic study of performance of error estimators for linear discriminant analysis" (Issue: 9, vol. 59). IEEE Transactions on Signal Processing.

Esfahani, Mohammad Shahrokh, Zollanvari, Amin , Yoon, Byung-Jun , Dougherty, Edward R, (2011) "Designing enhanced classifiers using prior process knowledge_ Regularized maximum-likelihood" .

Zollanvari, Amin , Saccone, Nancy L, Bierut, Laura J, Ramoni, Marco F, Alterovitz, Gil , (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?" .

R Dougherty, Edward , Zollanvari, Amin , M Braga-Neto, Ulisses , (2011) "The illusion of distribution-free small-sample classification in genomics" (Issue: 5, vol. 12). Current genomics.

Zollanvari, Amin , Masnadi-Shirazi, Mohammad Ali, (2010) "A class of comprehensive constraints for design of PCWLSE Laguerre and FIR filters_ A boost in performance" (Issue: 4, vol. 90). Signal processing.

Zollanvari, Amin , (2010) "Analytic study of performance of error estimators for linear discriminant analysis with applications in genomics" . Texas A\&M University.

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2010) "Joint sampling distribution between actual and estimated classification errors for linear discriminant analysis" (Issue: 2, vol. 56). IEEE Transactions on Information Theory.

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2010) "RMS bounds and sample size considerations for error estimation in linear discriminant analysis" .

Zollanvari, Amin , Masnadi-Shirazi, Mohammad Ali, (2009) "A class of comprehensive constraints for the PCWLSE filter design_ A boost in performance" .

Zollanvari, Amin , Cunningham, Mary Jane, Braga-Neto, Ulisses , Dougherty, Edward R, (2009) "Analysis and modeling of time-course gene-expression profiles from nanomaterial-exposed primary human epidermal keratinocytes" (Issue: Suppl 11, vol. 10). Bmc Bioinformatics.

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2009) "On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers" (Issue: 11, vol. 42). Pattern Recognition.

Zollanvari, Amin , Braga-Neto, Ulisses M, Dougherty, Edward R, (2009) "Sample size calculation from specified RMS of the resubstitution error for linear classifiers" .

Masnadi-Shirazi, Mohammad Ali, Zollanvari, Amin , (2008) "Complex digital Laguerre filter design with weighted least square error subject to magnitude and phase constraints" (Issue: 4, vol. 88). Signal processing.

Masnadi-Shirazi, Mohammad Ali, Zollanvari, Amin , (2006) "A Novel Approach to Optimal Array Pattern Synthesis" (vol. 2).

Zollanvari, Amin , Masnadi-Shirazi, Mohammad Ali, (2006) "A Novel Method Satisfying Continuous Constraints in Design of Weighted Least Square Complex Laguerre Filters Subject to Magnitude and Phase Constraints" (vol. 1).

Masnadi-Shirazi, Mohammad Ali, Zollanvari, Amin , (2006) "An Extended $\varepsilon$-Perturbation Method to the Problem of Semi-Infinite Quadratic Programming in Constrained FIR Filter Design" (vol. 3).

Zollanvari, Amin , Masnadi-Shirazi, Mohammad Ali, (2006) "An extended dual parameterization method to constrained least square Laguerre filter design" (vol. 3).

Masnadi-Shirazi, MA , Zollanvari, Amin , (2005) "Constrained weighted least square design of digital Laguerre filter" (vol. 1).

Amin Zollanvari

Biography

Education

Teaching

ECE 4750

ECE 3760

ECE 4850

Presentations

Scholarly/Creative Works

ECE 4700

ECE 4750

ECE 3760

Student

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