Biography

M. Kazemi is assistant professor of statistics at the university of Guilan since 2020. He is interested in high-dimensional/big data analysis, penalized regression, data mining, robust statistics, statistical machine learning, singular spectrum analysis (SSA), and Censored Data Analysis. His published articles are available on ResearchGate (https://www.researchgate.net/profile/Mohammad-Kazemi-29).​​​​​​​

Journal Papers

M. Kazemi (2024). A Robust Variable Screening Approach with Application to Gene Expression Data, REVSTAT-Statistical Journal, https://revstat.ine.pt/index.php/REVSTAT/article/view/613

​​​​​​M. Kazemi (2024). Support vector machine in ultrahigh-dimensional feature space, Journal of Statistical Computation and Simulation, DOI: 10.1080/00949655.2023.2263128

M. Kazemi and M. Azizpour (2021). Estimation for Inverse Weibull Distribution parameters Under Type-I Hybrid Censoring, Austrian Journal of Statistics, 50, 38-51

M. Kazemi, D. Shahsavani, M. Arashi and P. C. Rodrigues (2021). Identification for partially linear regression models with autoregressive errors, Journal of Statistical Computation and Simulation, 91(7), 1441-1454

M. Kazemi (2020). Partial correlation screening for varying coefficient models, Journal of Mathematical Modelling, DOI: 10.22124/jmm.2020.15692.1379

P. C. Rodrigues, J. Pimentel, P. Messala and M. Kazemi (2020). Decomposition and forecasting of mutual investment funds using singular spectral analysis, Entropy, 22(1), 83

M. Kazemi, D. Shahsavani, M. Arashi and P. C. Rodrigues (2019). Estimation in partial linear model with spline modal function, Communications in Statistics - Simulation and Computation, DOI: 10.1080/03610918.2019.1622716

M. Kazemi, D. Shahsavani and M. Arashi (2019). A sure independence screening procedure for ultra-high dimensional partially linear additive models, Journal of Applied Statistics, 46(8), 1385-1403

M. Kazemi, D. Shahsavani and M. Arashi (2018). Variable selection and structure identification for ultrahigh dimensional partially linear additive models with application to cardiomyopathy microarray data, Statistics, Optimization and Information Computing, DOI: 10.19139/soic.v6i3.576

A. Asgharzadeh, M. Kazemi and D. Kundu (2017). Estimation of P(X>Y) for Weibull distribution based on hybrid censored samples, International Journal of Systems Assurance Engineering and Management, 8(Suppl 1): 489. DOI:10.1007/s13198-015-0390-2

A. Asgharzadeh, M. Kazemi and C. Kus (2013). Analysis of the Hybrid Censored Data from the Logistic Distribution, Journal of Probability and Statistical Science 11(2), 183-198

محمد کاظمی، داود شاهسونی، محمد آرشی (1397). انتخاب متغیر و تشخیص ساختار در بعد بالا برای مدل های جمعی خطی-جزیی، مجله علوم آماری، جلد ۱۲ شماره ۲ صفحات ۴۸۵-۵۱۲

​​​​​Conference Papers

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M. Kazemi, and S. A. H.Tabatabaei (2023). A simulation study on high-dimensional multivariate response regression, 14th national seminar on probability and random processes, Vai-e-Asr University of Rafsanjan, Rafsanjan, Iran

S. A. H. Tabatabaei, K. Rezaee, M. Kazemi (2024). Death Rate (per million) of Confirmed Patients Infected by COVID-19 in the Pandemic Period: A Continental Comparison, 5th International Conference on Soft Computing,  University of Guilan, Iran 

M. Kazemi (2022). Ultra-high dimensionality: a challenge in variable selection and classification problems, 16th Iranian Statistics Conference, University of Mazandaran, Babolsar, Iran 

M. Kazemi (2021). Robust Analysis of Time Series, 4th International Conference on Soft Computing, University of Guilan, Faculty of Engineering and Technology East of Guilan, Iran

M. Kazemi (2019). Feature Selection for Ultrahigh Dimensional Varying Coefficient Models, 3rd International Conference on Soft Computing, University of Guilan, Faculty of Engineering and Technology East of Guilan, Iran

M. Kazemi, D. Shahsavani and M. Arashi (2017). Group LASSO for high-dimensional partially linear errors-in-variables models, Second National & First International Conference on Soft Computing, University of Guilan, Faculty of Engineering and Technology East of Guilan, Iran

M. Kazemi, M. Arashi and D. Shahsavani (2017). Gene identification using independence screening procedure, The 11th Seminar on Probability and Stochastic Processes, Imam Khomeini international university, Qazvin, Iran

M. Kazemi (2016). On progressively type II hybrid censored generalized inverted exponential distribution, 13th Iranian Statistics Conference(ISC13), Shahid Bahonar University, Kerman, Iran

A. Asgharzadeh and M. Kazemi (2014), Stress-strength reliability of exponential distribution based on hybrid censored samples, The 12th Iranian Statistics Conference(ISC12), Razi University, Kermanshah, Iran

B. Saracoğlu, A. Asgharzadeh, M. Kazemi, İ. Kinaci and N. Akdam (2014), Statistical Inference for the Generalized Gompertz Distribution, 9th International Statistics Day Symposium ISDS 2014 (IGS 2014), Antalya, Turkey

وحید گودرزی، داود شاهسونی، محمد کاظمی (1403). برآورد جريمه شده استوار با تابع زيان هوبر تعديل يافته براي مدل رگرسيونی نیم ­پارامتری، هفدهمین کنفرانس آمار ایران، دانشگاه بیرجند، بیرجند

محمد کاظمی (1402). رگرسیون تاوانیده در مدل بندی داده های با ساختار گروهی، پنجمین کنفرانس بین المللی محاسبات نرم، دانشگاه گیلان، رشت

بهمن مرادی، داود شاهسونی، محمد کاظمی (1402). ﻏﺮﺑﺎﻝگری ﻭ ﺍﻧﺘﺨﺎﺏ ﺍﺛﺮﻫﺎی ﻣﺘﻘﺎﺑﻞ، چهاردهمین سمینار احتمال و فرآیندهای تصادفی، دانشگاه ولی عصر رفسنجان

محمد کاظمی (1400). کاهش بعد داده ­ها به شیوه غربالگری، چهارمین کنفرانس بین المللی محاسبات نرم، دانشگاه گیلان، دانشکده فنی و مهندسی شرق گیلان

محمد کاظمی، داود شاهسونی، محمد آرشی (1396). غربالگری متغیرها در داده‌های بزرگ با استفاده از همبستگی فاصله‌ای،کنفرانس روش‌های مدرن در قیمت‌گذاری‌های بیمه‌ای و آمارهای صنعتی، دانشگاه بوعلی سینا همدان

محمد کاظمی، داود شاهسونی، محمد آرشی (1396). حل مسئله بهینه‌سازی برای انتخاب متغیرهای مهم در داده‌های با بعد بالا، دهمین کنفرانس بین المللی انجمن ایرانی تحقیق در عملیات، دانشگاه مازندران، بابلسر

محمد کاظمی، علی اعتمادی (1393). انتگرال‌گیری مونت کارلو و نمونه‌گیری از نقاط مهم، دومين همايش منطقه‌اي علوم رياضي و كاربردها، دانشگاه پیام نور مازندران مر کز تنکابن، تنکابن

Refereed articles for journals

• Data Science in Science
• Computational Statistics
• Journal of Computational and Applied Mathematics
• IEEE Access
• Communications in Statistics – Simulation and Computation
• Communications in Statistics – Theory and Methods
• Brazilian Journal of Probability and Statistics
• Australian & New Zealand Journal of Statistics
• Computational and Mathematical Methods
• Journal of Mathematical modeling
• PLOSE ONE​​​​​​​
• Journal of Statistical Modelling: Theory and Applications​​​
• Hacettepe Journal of Mathematics and Statistics
• Advances in Mathematical Physics
• Mathematical Problems in Engineering
• Journal of Mathematics
• Statistics, Optimization & Information Computing
• Pakistan Journal of Statistics and Operation Research
• Songklanakarin Journal of Science and Technology
• Journal of Statistical Sciences (In Farsi)

Refereed articles for conferences

• 1st National Conference on Soft Computing, Nov 2015, University of Guilan, Iran
• 3rd International Conference on Soft Computing, Nov 2019, University of Guilan, Iran
• 4th International Conference on Soft Computing, Dec 2021, University of Guilan, Iran