سیدمرتضی امینی

مقالات علمی چاپ شده در مجلات

1. "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
2. "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
3. "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
4. "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
5. "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
6. "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
7. "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
8. "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
9. "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
10. "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
11. "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
12. "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
13. "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
14. "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
15. "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
16. "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
17. "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
18. "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
19. "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
20. "Optimal partial ridge estimation in restricted semiparametric regression models"
    Seyed Morteza Amini, Mahdi Roozbeh
    JOURNAL OF MULTIVARIATE ANALYSIS, Vol. 136, pp.26-40, 2015
21. "Pooled parametric inference for minimal repair systems"
    Seyed Morteza Amini, Narayanaswamy Balakrishnan
    COMPUTATIONAL STATISTICS, Vol. 30, No 2, pp.605-623, 2015
22. "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
23. "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
24. "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
25. "Log - gamma - generated families of distributions"
    Seyed Morteza Amini, Mohammad Taghi Kamel Mirmostafaee , Jafar Ahmadi
    STATISTICS, Vol. 48, No 4, pp.1-20, 2012
26. "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
27. "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
28. "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
29. "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
30. "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
31. "شبکه های عصبی بیزی؛ چرایی و چگونه گی"
    معین منعمی، سید محمود طاهری، سیدمرتضی امینی
    نشریه ریاضی و جامعه، نسخه 9، شماره 4، صفحات:1-23، 1403
32. "پیش بینی ذرات معلق PM2.5 هوای تهران بر اساس دما و فشار هوا با استفاده از مدل رگرسیون تغییر رژیم مارکوفی ناپارامتری جمعی انتقالی"
    سیدمرتضی امینی
    نشریه ریاضی و جامعه، 1402
33. "الگوسازی موضوعات بر پایه ی روش بیز تغییراتی"
    وحید حیدری، سید محمود طاهری، سیدمرتضی امینی
    پردازش علائم و داده ها، نسخه 20، شماره 2، صفحات:39-58، 1402
34. "انتخاب بهینه سبد سهام بر مبنای ریسک های گوناگون"
    سیدمرتضی امینی، ساجده جوادی، مجید سلیمانی دامنه
    نشریه ریاضی و جامعه، نسخه 4، شماره 1، صفحات:49-67، 1398
35. "برآوردگر استوار مرزبندی شده تعمیم یافته محتمل در مدل رگرسیون نیمه پارامتری"
    مهدی روزبه، سیدمرتضی امینی
    Journal of Statistical Research of Iran، نسخه 13، شماره 2، صفحات:441-460، 1398
36. "رگرسیون بقا به شیوه بیز ناپارامتری برای داده های سانسور شده با استفاده از فرایند دریخله وابسته"
    زهره شاه حسینی، سیدمرتضی امینی
    نشریه دانشجویی آمار (ندا)، نسخه 16، شماره 1، صفحات:10-26، 1397
37. "براورد استوار نسبت به مشاهده های دورافتاده در رگرسیون خطی در حضور هم خطی چندگانه"
    سارا جذن، سیدمرتضی امینی
    اندیشه آماری، نسخه 23، شماره 2، صفحات:93-110، 1396
38. "توزیع حدی آماره های مرتب"
    سیدمرتضی امینی
    نشریه دانشجویی آمار (ندا)، نسخه 10، شماره 1، صفحات:20-25، 1392

مقالات علمی ارائه شده در همایش‌ها

1. "Robust Structure Identification in Semiparametric Regression Model"
   Seyed Morteza Amini, Mahdi Roozbeh
   16th Iranian Statistics Conference, 2022
2. "Population-Structured Bayesian Epistasis Association Mapping"
   Vahid Heidari, Seyed Morteza Amini, Seyed Mahmoud Taheri
   13th Seminar on Probability and Stochastic Processes, 2021
3. "Semi-parametric generalized additive regression with nonparametric rank reduction"
   Seyed Morteza Amini
   13th Seminar on Probability and Stochastic Processes, 2021
4. "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
5. "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
6. "Application of Machine Learning in Sport Game Analysis"
   Seyed Morteza Amini
   12th Congress on Sport Sciences, 2020
7. "Variational Bayesian Inference for Sparse Instrumental Variables Regression"
   Seyed Morteza Amini
   15th Iranian Statistics Conference, 2020
8. "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
9. "Asymptotic results for $L_1$-penalized semiparametric additive regression model"
   Seyed Morteza Amini
   The 12th Seminar on Probability and Stochastic Processes, 2019
10. "Plug-in Nonparametric Estimator of the Mutual Information Based on Multi-Stage Ranked Set Sample"
    Seyed Morteza Amini
    14th Iranian Statistics Conference, 2018
11. "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
12. "SELECTION OF THE LEAST RISKY MINIMAL REPAIR SYSTEM"
    Seyed Morteza Amini
    3rd Seminar on Reliability Theory and its Applications, 2017
13. "Multivariate estimation after selection"
    Seyed Morteza Amini
    13th Iranian Statistics Conference, 2016
14. "An alternative to general record models: dynamic after-selection estimation"
    Seyed Morteza Amini, Nader Nematollahi
    The 10th Seminar on Probability and Stochastic Processes, 2015
15. "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
16. "Meta analysis based on minimal repair times of independent systems"
    Seyed Morteza Amini, Narayasami Balakrishnan
    11th International conference on ordered statistical data, 2014
17. "Optimal Design Based on Bivariate Wiener Process"
    Soudabeh Shemehsavar, Seyed Morteza Amini
    9th seminar on probability and stochastic process, 2013
18. "Inference based on random step-stress degradation gamma process model"
    Seyed Morteza Amini, Soudabeh Shemehsavar
    The 9th Seminar on Probability and Stochastic Processes, 2013
19. "یادگیری ساختار شبکه بیزی با استفاده از شبکه عصبی و استخراج قوانین انجمنی"
    امیرحسین کوچه بیوکی، سید محمود طاهری، سیدمرتضی امینی
    ششمین کنفرانس بین المللی بازشناسی الگو و تحلیل تصویر، 1401
20. "مدلسازی معکوس داده های ژئوالکتریکی با استفاده از روش MCMC"
    زهرا تفقد خباز، رضا قناتی، سید محمود طاهری، سیدمرتضی امینی
    چهارمین کنفرانس بین المللی محاسبات نرم، 1400
21. "انتخاب سبد سرمایه گذاری با بهینه سازی چندهدفه"
    سیدمرتضی امینی، ساجده جوادی، مجید سلیمانی دامنه
    سیزدهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات، 1399
22. "تلفیقی از الگوهای ساختاری شهری بومی و مدرن با نگرش اصلاح برنامه های کاربری زمین شهری و قوانین شهرداری"
    سیدمرتضی امینی
    کنفرانس ملی شهرسازی، مدیریت شهری و توسعه پایدار، 1393