Mohammad Reza Rabiei

Assistant Professor Faculty of Mathematical Sciences

Ph.D. Statistics

University: Ferdowsi University of Mashhad
Research Interests: Fuzzy Statistics
Professional & Scientific Membership: Iranian Statistical Society, Fuzzy Systems Association
Awards & Patents:

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Scientometrics

Google Scholar

(Update: 2024-Mar-10)

276

Citations

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Co-authors

Scopus

(Update: 2024-Mar-10)

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Documents

Courses Taught

Ph.D

Advanced statistical inference1
Advanced topics in applied statistics

Ms.c

Inferential statistics
Advanced nonparametric statistics
Statistical Inference 1
Seminar
Special statistical topics

Bs.c

Mathematical Statistics
Biostatistics
Statistical of Urbanism
Engineering statistics
Statistics and Its Applications in Management and Accounting
Probability and Statistics
Research Methods
Nonparametric Statistics
Sampling methods
Multivariate Analysis
Regression
Basic Mathematics for Engineering 1 & 2
Time Series
Design of Experiments
Random Prosses
Math Software
Statistical Quality and Control

Thesis

All Thesis (26)

Einollah Ameri (2023), "Estimation of rock mass deformation imposing roughness of discontinuities in Discrete Fracture Network", Ph.D Thesis, Shahrood University Of Technology, Seyed-Mohammad Esmaeil Jalali[Supervisor/Supervisors], Mohammad Reza Rabiei, mehdi noroozi[Advisor/ Advisors]

Elahe Hossieni (2023), " Generalized linear model in small area Estimation", Ph.D Thesis, Shahrood University Of Technology, Davood Shahsavani, Mohammad Reza Rabiei[Supervisor/Supervisors], Mohammad Arashi[Advisor/ Advisors]

(2022), "Partial least squares modeling of structural equations in fuzzy environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Davood Shahsavani[Supervisor/Supervisors],

Mojtaba Kashani (2021), "Improved estimators in fuzzy regression models", Ph.D Thesis, Shahrood University Of Technology, Mohammad Arashi, Mohammad Reza Rabiei[Supervisor/Supervisors],

(2021), "Systems reliability analysis baxsed on fault tree in inaccurate conditions", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei[Supervisor/Supervisors], [Advisor/ Advisors]

Delara Karbasi (2020), "A Dynamic Optimization Scheme for Solving Fuzzy Regression Models", Ph.D Thesis, Shahrood University Of Technology, Alireza Nazemi, Mohammad Reza Rabiei[Supervisor/Supervisors],

(2020), " Limit theorems for fuzzy random variables in fuzzy metric spac‏e‎", Ph.D Thesis, Shahrood University Of Technology, Ahmad Nezakati Rezazadeh, Mohammad Reza Rabiei[Supervisor/Supervisors],

Vahid Goodarzi Vanani (2019), "A Robust Version of Bridge Regression", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Mohammad Arashi[Supervisor/Supervisors],

Mehrnush Qalandari (2019), "THE EFFECT OF INFORMATION COMMUNICATION ON IRANIAN EFL LEARNERS’ ORAL PROFICIENCY ", Msc Thesis, Shahrood University Of Technology, Seyyed Ali Ostovar-Namaghi[Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

: Negar Sayadi SHahraki (2019), "Investigation of spatio- temporal pattern of seismicity in Alborz East ", Msc Thesis, Shahrood University Of Technology, Ramazan Ramazani Oomali[Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

Mitra Kharabati (2019), "Logistic Regression in Fuzzy Environment and its application in medical sciences", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei[Supervisor/Supervisors], Fatemeh Salmani[Advisor/ Advisors]

Nasrin Falahatinezhad (2019), "Robust fuzzy linear regression model baxsed on the least median of squares", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei[Supervisor/Supervisors],

Shahrzad Talebsafa (2019), "Investigating the effect of shade on outdoor thermal comfort Case study: Shahrood University of Technology", Msc Thesis, Shahrood University Of Technology, Masoud Taheri Shahraein[Supervisor/Supervisors], Xiaoshan Yang, Mohammad Reza Rabiei[Advisor/ Advisors]

Golbanou Mohammadian (2019), "Investigation of generalized incapability indices of production process in fuzzy environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Bahram Sadeghpour Gildeh[Supervisor/Supervisors],

(2019), "Study on the outdoor thermal comfort on a campus of hot-arid climate (case study of Shahrood University of Technology)", Msc Thesis, Shahrood University Of Technology, Masoud Taheri Shahraein[Supervisor/Supervisors], Mohammad Reza Rabiei, [Advisor/ Advisors]

Motahareh Yousefi (2018), "Bayesian Spatial and non-Spatial Random Effects Models for Small Area Estimation", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Hossein Baghishani[Supervisor/Supervisors],

Mahboubeh Sadat Madani (2018), "Testing Hypothesis in Fuzzy Environment P-value Approach ", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Abbas Parchami[Supervisor/Supervisors],

Fereshteh Ghasemi (2018), "THE EFFECT OF DELIBERATE PRACTICE ON EFL LEARNERS` ORAL PROFICENCY", Msc Thesis, Shahrood University Of Technology, Seyyed Ali Ostovar-Namaghi[Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

Elham Rahimian (2017), "Studying of a robust regression on fuzzy Environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Davood Shahsavani[Supervisor/Supervisors],

Mitra Mahdipour (2017), "Investigation on different methods of descxriptive quality control chart in a fuzzy environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Abas Parchami[Supervisor/Supervisors],

Negar Sheykhi Ghahfarokhi (2017), "Investigation of process capability indices in fuzzy environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Abbas Parchami[Supervisor/Supervisors],

Fahime Khodanazar (2017), "Effects of short-term supplementation Colostrum index of oxidative stress and antioxidant capacity in an exhaustive", Msc Thesis, Shahrood University Of Technology, Ali Hasani[Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

Mohammad Arast (2016), "Comparing the Performance of Some Bridge Estimators in Multiple Regression Model", Msc Thesis, Shahrood University Of Technology, Mohammad Arashi, Mohammad Reza Rabiei[Supervisor/Supervisors],

Masoumeh Farrokhi (2016), "Study on some ridge regression approaches in fuzzy environment", Msc Thesis, Shahrood University Of Technology, Mohammad Reza Rabiei, Mohammad Arashi[Supervisor/Supervisors],

Seyedeh Leili Zargar (2015), "Investigation the relationship between innovation and customer relationship management with Mediator variable knowledge management (case study: Kabir safety glass manufacturing and industrial companies in Semnan)", Msc Thesis, Shahrood University Of Technology, Seyed Mohammad Mousavi Shahroodi[Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

Ahmad Motamedi (2011), "A study of evaluation methods using fuzzy logic in mathematical department shahrood university of technology ", Msc Thesis, Shahrood University Of Technology, Sadegh Rahimi Shearbaf Moghaddas, [Supervisor/Supervisors], Mohammad Reza Rabiei[Advisor/ Advisors]

Publications

Journal Papers

"A Linear-Programming Approach to Interval-Valued Fuzzy Regression Analysis", International Journal of Intelligent Technologies & Applied Statistics, 3, 3, 171-203, 2015-09-01
"Least-squares approach to regression modeling in full interval-valued fuzzy environment", SOFT COMPUTING, 10, 10, 2043-2059
"Transient Down-Regulation of Nucleoside Transporter 3 Gene Expression as a Drug Target in Leishmania major Using Antisense RNA Technology", Iran J Parasitol, 1, 1, 111-119, 2019-03-12
"Transient knockdown of Nucleoside transporter 4 gene expression as a therapeutic target in Leishmania major by antisense RNA: In vitro and in vivo studies", JOURNAL OF VECTOR BORNE DISEASES, 2, 2, 98-104, 2019-03-08
"Fuzzy ridge regression with fuzzy input and output", SOFT COMPUTING, 23, 23, 12189-12198, 2019-07-22
"A parametric recurrent neural network scheme for solving a class of fuzzy regression models with some real-world applications", SOFT COMPUTING, 15, 15, 11159-11187, 2020-06-06
"A parametric recurrent neural network scheme for solving a class of fuzzy regressionmodels with some real-world applications", SOFT COMPUTING, 6, 6, 11159-11187
"A Strong Law of Large Numbers for Random Sets in Fuzzy Banach Space", Advances in Fuzzy Systems, 1, 1, 1-10
"A Generalized Bridge Regression in Fuzzy Environment and Its Numerical Solution by a Capable Recurrent Neural Network", Journal of Mathematics, 0, 0, 1-27, 2022-02-11
"A fuzzy penalized regression model with variable selection", EXPERT SYSTEMS WITH APPLICATIONS, 1, 1, 114696-, 2021-02-13
"Solving the stochastic support vector regression with probabilistic constraints by a high-performance neural network model", ENGINEERING WITH COMPUTERS, 0, 0, 1-1, 2021-01-07
"An optimization technique for solving a class of ridge fuzzy regression problems", Neural Processing Letters, 1, 1, 3307-3338, 2021-06-07
"Resampling in fuzzy regression via jackknife-after-bootstrap (JB)", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 4, 4, -
"Strong law of large numbers for fuzzy random variables in fuzzy metric space", International Journal of Fuzzy Logic and Intelligent Systems, 4, 4, 278-289, 2020-12-25
"Expression analysis of the peripheral blood mononuclear cells miR-21 and miR-155 in systemic lupus erythematosus patients and healthy controls", Journal of Pioneering Medical Sciences, 1, 1, 22-28, 2020-07-01
"An integrated shrinkage strategy for improving efficiency in fuzzy regression modeling", SOFT COMPUTING, 13, 13, 8095-8107, 2021-07-01
"Image Noise Reduction by Means of Bootstrapping-Based Fuzzy Numbers", Applied Sciences, 19, 19, 1-14, 2022-09-21
"Small Area Estimation Using a Semiparametric Spatial Model with Application in Insurance", Symmetry, 10, 10, 1-13, 2022-10-18
"Impact of Providing Shade on Outdoor Thermal Comfort during Hot Season: a Case Study of a University Campus in Cold Semi-arid Climate", Renewable Energy Research and Applications, 2, 2, 210-224

Conference Papers

"Fuzzy regression model with interval-valued fuzzy input-output data", 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), India, Hyderabad, 2013-07-07
"Ridge regression model fitting with triangular fuzzy inputs-output data", The First National Conference on Soft Computing, Iran, Roodsar, 2014-11-18
"Strong Law Of Large Numbers For Random Set In Fuzzy Metric Space", 17th conference on fuzzy systems, Iran, Kerman, 2018-02-28
"Jackknife-after-Bootstrap in Fuzzy Regression Modeling", 17th conference on fuzzy systems, Iran, Kerman, 2018-02-28
"Fuzzy Ridge Linear Regression Analysis for Fuzzy InputOutput Data", 8th seminar on fuzzy statistics and probability, Iran, Mashhad, 2018-05-09
"JB estimation approach applied to fuzzy regression modeling", 8th seminar on fuzzy statistics and probability, Iran, Mashhad, 2018-02-28
"Fuzzy linear regression models with fuzzy metric", نهمین سمینار آمار و احتمال فازی, ایران, بابلسر, 2019-01-05
"CLASSIFYING RANDOM VARIABLES BASED ON SUPPORT VECTOR MACHINE BY NEURAL NETWORK", سومین سمینار ملی کنترل و بهینه سازی-سبزوار, ایران, سبزوار, 2019-11-13
"Fuzzy linear regression model with crisp coefficients: A dynamic optimization scheme", یازدهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات, ایران, کرمانشاه, 2018-05-02

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