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Seyed Morteza Amini

Associate Professor

Update: 2026-09-23

Seyed Morteza Amini

دانشکده ریاضی، آمار و علوم کامپیوتر / گروه آموزشی آمار

Journal Paper

  1. "Variational inference for sparse Poisson regression"
    Mitra Kharabati, Seyed Morteza Amini, Mohammad Arashi
    COMPUTATIONAL STATISTICS, Vol. 41, No 67, 2026
  2. "Scenario-based portfolio optimization via bootstrapping and machine learning methods: Theory development and empirical evidence from the Tehran Stock Market"
    Seyed Morteza Amini, ساجده جوادی, Majid Soleimani-damaneh
    PLoS One, Vol. 21, No 2, 2026
  3. "Theoretical development of shrinkage learners in the seemingly unrelated semiparametric model"
    Mohammad Arashi, Mahdi Roozbeh, Seyed Morteza Amini
    Journal of Statistical Research, Vol. 59, No 1, pp.131-143, 2025
  4. "On shrinkage estimation under divergence loss"
    Mohammad Arashi, Hidekazu Tanaka, Seyed Morteza Amini
    Stochastic models in probability and statistics, Vol. 1, No 3, 2025
  5. "On weight and variance uncertainty in neural networks for regression tasks"
    Moein Monemi, Seyed Morteza Amini, Seyed Mahmoud Taheri, Mohammad Arashi
    Journal of Data Science and Modeling, Vol. 3, No 1, pp.201-222, 2024
  6. "Functional regression models with functional response: a new approach and a comparative study"
    Manuel Febrero Bande, Manuel Oviedo de la Fuente, Mohammad Darbalaei, Seyed Morteza Amini
    COMPUTATIONAL STATISTICS, 2024
  7. "Predicting the trend of the total index of Tehran Stock Exchange using image processing technique"
    Seyede Roxane Pooresmaeil Niaki, Moslem Peymany foroushani, Seyed Morteza Amini
    Iranian Journal of Finance, Vol. 9, No 1, pp.1-28, 2024
  8. "Blood glucose range, direction, and abnormal value prediction based on regular and NPH insulin doses using machine learning and statistical methods"
    Seyed Morteza Amini, [] []
    Journal of Data Science and Modeling, Vol. 2, No 1, pp.115-131, 2024
  9. "Separation of the Linear and Nonlinear Covariates in the Sparse Semi-Parametric Regression Model in the Presence of Outliers"
    Seyed Morteza Amini, Mahdi Roozbeh, Nur Anisah Mohamed
    Mathematics, Vol. 12, No 2, 2024
  10. "hhsmm: an R package for hidden hybrid Markov/semi-Markov models"
    Seyed Morteza Amini, Afarin Bayat, Reza Salehian moghaddam
    COMPUTATIONAL STATISTICS, Vol. 1, No 1, pp.1-53, 2022
  11. "Genomic data analysis using a two stage expectation propagation algorithm for analysis of sparse Bayesian high-dimensional instrumental variables regression"
    Seyed Morteza Amini
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 1, No 1, pp.1-15, 2022
  12. "Selection of the best minimal repair systems for Weibull lifetime distribution: A Bayesian approach"
    Seyed Morteza Amini
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 50, No 3, 2021
  13. "Prediction of the Maximum Expected Earthquake Magnitude in Iran: From a Catalog with Varying Magnitude of Completeness and Uncertain Magnitudes"
    Mona Salamat, Gert Zoller, Seyed Morteza Amini
    PURE AND APPLIED GEOPHYSICS, Vol. 176, No 8, 2019
  14. "Improving the prediction performance of the LASSO by subtracting the additive structural noises"
    Seyed Morteza Amini, Mahdi Roozbeh
    COMPUTATIONAL STATISTICS, Vol. 34, No 1, 2019
  15. "The maximum expected earthquake magnitudes in different future time intervals of six seismotectonic zones of Iran and its surroundings"
    Mona Salamat, Gert Zoller, Mehdi Zare, Seyed Morteza Amini
    JOURNAL OF SEISMOLOGY, pp.1-14, 2018
  16. "Nonparametric estimation of the entropy using a ranked set sample"
    Seyed Morteza Amini, Mahdi Mahdizadeh
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 46, No 9, pp.6719-6737, 2017
  17. "Exact non-parametric conditional inference based on k-records, given inter-k-record times"
    S. M. T. K. Mirmostafaee, Seyed Morteza Amini, Narayanaswamy Balakrishnan
    Journal of the Korean Statistical Society, Vol. 46, No 1, pp.308-320, 2017
  18. "Estimation of the Parameters of a Selected Multivariate Population"
    Seyed Morteza Amini, Nader Nematollahi
    Sankhya-Series A-Mathematical Statistics and Probability, Vol. 79, No 1, pp.13-38, 2017
  19. "Estimation of the parameter of a dynamically selected population for two subclasses of the exponential family"
    Seyed Morteza Amini, Nader Nematollahi
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol. 46, No 7, pp.3217-3234, 2017
  20. "Interval Prediction of Order Statistics Based on Records by Employing Inter-Record Times: A Study Under Two Parameter Exponential Distribution"
    Seyed Morteza Amini, Smtk Mirmostafaea
    Metodoloski Zvezki, Vol. 13, No 1, pp.1-15, 2016
  21. "Optimal Design for Step-Stress Accelerated Test with Random Discrete Stress Elevating Times Based on Gamma Degradation Process"
    Seyed Morteza Amini, Soudabeh Shemehsavar, Zhengqiang Pan
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. 32, No 1, 2016
  22. "Bayesian prediction of minimal repair times of a series system based on hybrid censored sample of components’ lifetimes under Rayleigh distribution"
    Smtk Mirmostafaea, Seyed Morteza Amini, Akbar Asgharzadeh
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol. 46, No 4, pp.1788-1806, 2016
  23. "Least trimmed squares ridge estimation in partially linear regression models"
    Seyed Morteza Amini, Mahdi Roozbeh
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, Vol. 86, No 14, pp.2766-2780, 2016
  24. "Failure Inference and Optimization for Step Stress Model Based on Bivariate Wiener Model"
    Soudabeh Shemehsavar, Seyed Morteza Amini
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 45, No 1, pp.130-151, 2016
  25. "Optimal partial ridge estimation in restricted semiparametric regression models"
    Seyed Morteza Amini, Mahdi Roozbeh
    JOURNAL OF MULTIVARIATE ANALYSIS, Vol. 136, pp.26-40, 2015
  26. "Pooled parametric inference for minimal repair systems"
    Seyed Morteza Amini, Narayanaswamy Balakrishnan
    COMPUTATIONAL STATISTICS, Vol. 30, No 2, pp.605-623, 2015
  27. "Nonparametric meta-analysis of independent samples of records"
    Seyed Morteza Amini, Narayanaswamy Balakrishnan
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, Vol. 66, No 66, pp.70-81, 2013
  28. "Asymptotic Efficiencies of the MLE Based on Bivariate Record Values from Bivariate Normal Distribution"
    Seyed Morteza Amini, جعفر احمدی
    JIRSS-Journal of the Iranian Statistical Society, Vol. 12, No 2, pp.235-252, 2013
  29. "Fisher information in bivariate record values from a sample of fixed size"
    Seyed Morteza Amini, Jafar Ahmadi , Narayasami Balakrishnan
    STATISTICS, Vol. 46, No 1, pp.23-39, 2012
  30. "Log - gamma - generated families of distributions"
    Seyed Morteza Amini, Mohammad Taghi Kamel Mirmostafaee , Jafar Ahmadi
    STATISTICS, Vol. 48, No 4, pp.1-20, 2012
  31. "Fisher Information in Record Values and Their Concomitants : A Comparison of Two Sampling Schemes"
    Seyed Morteza Amini, Jafar Ahmadi , Mostafa Razmkhah
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol. 40, No 7, pp.1298-1314, 2011
  32. "Comparing Fisher information in record values and their concomitants with random observations"
    Seyed Morteza Amini, جعفر احمدی
    STATISTICS, Vol. 42, No 5, pp.393-405, 2008
  33. "Testing Exponentiality using record values"
    آرزو حبیبی راد , فاطمه یوسفی , Seyed Morteza Amini, ناصررضا ارقامی
    JIRSS-Journal of the Iranian Statistical Society, Vol. 6, No 1, pp.77-87, 2007
  34. "Fisher information in record values and their concomitants about dependence and correlation parameters"
    Seyed Morteza Amini, Jafar Ahmadi
    Statistics and Probability Letters, Vol. 77, No 10, pp.964-972, 2007
  35. "Fisher information in record values and their concomitants about dependence and correlation paramete ( Fisher information in record values and their concomitants about dependence and correlation paramete )"
    Seyed Morteza Amini, Jafar Ahmadi
    Statistics and Probability Letters, Vol. 77, No 1, pp.964-972, 2007
  36. "Genetic Modeling of Time to Obesity Event of Mice Using Frequentist and Bayesian Regression Models"
    Hadiss Rasekh Fotouhi, Seyed Morteza Amini
    journal of advanced mathematical modeling, Vol. 15, No 4, pp.102-119, 2026
  37. "Bayesian Neural Networks; why and how?"
    Moein Monemi, Seyed Mahmoud Taheri, Seyed Morteza Amini
    Journal of Mathematics and Society, Vol. 9, No 4, pp.1-23, 2024
  38. "Prediction of PM2.5 pollution in Tehran air based on temperature and pressure using Markovian regime-switching nonparametric additive transitive regression model"
    Seyed Morteza Amini
    Journal of Mathematics and Society, 2023
  39. "Topic Modeling Based on Variational Bayes Method"
    Vahid Heidari, Seyed Mahmoud Taheri, Seyed Morteza Amini
    Processing of signs and data, Vol. 20, No 2, pp.39-58, 2023
  40. "Optimal portfolio selection based on various risks"
    Seyed Morteza Amini, ساجده جوادی, Majid Soleimani-damaneh
    Journal of Mathematics and Society, Vol. 4, No 1, pp.49-67, 2019
  41. "Feasible Generalized Ridge Robust Estimator in Semi-parametric Regression Models"
    Mahdi Roozbeh, Seyed Morteza Amini
    Journal of Statistical Research of Iran, Vol. 13, No 2, pp.441-460, 2019
  42. "Survival regression using non-parametric Bayes for censored data based on dependent Dirichlet Process"
    Zohreh Shah hosseini, Seyed Morteza Amini
    نشریه دانشجویی آمار (ندا), Vol. 16, No 1, pp.10-26, 2019
  43. "Robust estimation with respect to outliers in linear regression in the presence of multi-co-linearity"
    Sara Jazan, Seyed Morteza Amini
    Andisheye Amari, Vol. 23, No 2, pp.93-110, 2017
  44. "Limit distribution of order statistics"
    Seyed Morteza Amini
    نشریه دانشجویی آمار (ندا), Vol. 10, No 1, pp.20-25, 2013

Conference Paper

  1. "Liu-type estimators for the Elliptical SUR Model"
    Seyed Morteza Amini, Mohammad Arashi, Mahdi Roozbeh
    18th Iranian Statistical Conference, 2026
  2. "Bayesian Neural Networks using Variational Bayes"
    Moein Monemi, Seyed Morteza Amini, Seyed Mahmoud Taheri, Ali Fahim
    15th Seminar on Probability and Stochastic Processes, 2025
  3. "Robust Structure Identification in Semiparametric Regression Model"
    Seyed Morteza Amini, Mahdi Roozbeh
    16th Iranian Statistics Conference, 2022
  4. "Semi-parametric generalized additive regression with nonparametric rank reduction"
    Seyed Morteza Amini
    13th Seminar on Probability and Stochastic Processes, 2021
  5. "Population-Structured Bayesian Epistasis Association Mapping"
    Vahid Heidari, Seyed Morteza Amini, Seyed Mahmoud Taheri
    13th Seminar on Probability and Stochastic Processes, 2021
  6. "Detection of Crotical Demantia in MRI Images Using Convolutional Autoencoder Neural Network"
    Seyed Morteza Amini, Tayeb Mahmoodi ramchahi, Hedieh Sajedi, Sayeh Mirzaei
    2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2021
  7. "Face Recognition Using Ordinary and Higher-Order Singular Value Decomposition Classifier: A Comparison Study"
    Hamid Salimi, Seyed Morteza Amini, Alireza Hosseini
    The 51th Annual Iranian Mathematics Conference, 2021
  8. "Application of Machine Learning in Sport Game Analysis"
    Seyed Morteza Amini
    12th Congress on Sport Sciences, 2020
  9. "Variational Bayesian Inference for Sparse Instrumental Variables Regression"
    Seyed Morteza Amini
    15th Iranian Statistics Conference, 2020
  10. "Fast Prediction of Cortical Dementia Based on Original Brain MRI images Using Convolutional Neural Network"
    Seyed Morteza Amini, Hedieh Sajedi, Tayeb Mahmoudi, Sayeh Mirzaei
    International Conference on Machine Vision and Image Processing (MVIP), 2020
  11. "Asymptotic results for $L_1$-penalized semiparametric additive regression model"
    Seyed Morteza Amini
    The 12th Seminar on Probability and Stochastic Processes, 2019
  12. "Plug-in Nonparametric Estimator of the Mutual Information Based on Multi-Stage Ranked Set Sample"
    Seyed Morteza Amini
    14th Iranian Statistics Conference, 2018
  13. "Improving genomic prediction of riboflavin production using RNA expression analysis of Bacillus Subtillis genome array with sparse partially linear additive noise model"
    Seyed Morteza Amini
    The 2nd Seminar on Nonparametric Statistics and its Applications, 2018
  14. "SELECTION OF THE LEAST RISKY MINIMAL REPAIR SYSTEM"
    Seyed Morteza Amini
    3rd Seminar on Reliability Theory and its Applications, 2017
  15. "Multivariate estimation after selection"
    Seyed Morteza Amini
    13th Iranian Statistics Conference, 2016
  16. "An alternative to general record models: dynamic after-selection estimation"
    Seyed Morteza Amini, Nader Nematollahi
    The 10th Seminar on Probability and Stochastic Processes, 2015
  17. "Conditional parametric and nonparametric inference based on record values, given inter-record times"
    Seyed Morteza Amini, S. M. T. K. Mirmostafaee
    Twelfth Iranian Statistical Conference, 2014
  18. "Meta analysis based on minimal repair times of independent systems"
    Seyed Morteza Amini, Narayasami Balakrishnan
    11th International conference on ordered statistical data, 2014
  19. "Optimal Design Based on Bivariate Wiener Process"
    Soudabeh Shemehsavar, Seyed Morteza Amini
    9th seminar on probability and stochastic process, 2013
  20. "Inference based on random step-stress degradation gamma process model"
    Seyed Morteza Amini, Soudabeh Shemehsavar
    The 9th Seminar on Probability and Stochastic Processes, 2013
  21. "Structure learning of Bayesian network using neural network and derivation of associative rules"
    امیرحسین کوچه بیوکی, Seyed Mahmoud Taheri, Seyed Morteza Amini
    The 6th international conference on pattern recognition and image analysis, 2023
  22. "Inverse Modeling of Geo-Electric Data Using MCMC method"
    [] [], Reza Ghanati, Seyed Mahmoud Taheri, Seyed Morteza Amini
    4th International Conference on Soft Computing, 2021
  23. "Portfolio selection by multi-objective optimization"
    Seyed Morteza Amini, ساجده جوادی, Majid Soleimani-damaneh
    The 13th International Iranian Operation Research Conference, 2020
  24. "A combination of indigenous and modern patterns of urban structure with the attitude of reforming urban land use programs and municipal laws"
    Seyed Morteza Amini
    Urban planning, urban management, sustainable developement, 2014