Firouzeh Haghighi

Journal Paper

1. "Dynamic maintenance model for a load sharing k-out-of-n: G system using deep reinforcement learning"
   Mahla Mohamadalizadedareh, Abdollah Safari, Firouzeh Haghighi
   Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability, Vol. 1, No 1, 2026
2. "Optimal Dynamic State‐Dependent Maintenance Policy by Deep Reinforcement Learning"
   Shaghayegh Eidi, Firouzeh Haghighi, Abdollah Safari, Enrico Zio
   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2025
3. "Implementation of the sequential optimal design strategy in Type-II progressive censoring with the GLM-based mechanism"
   Fatemeh Hassantabar Darzi, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
   Journal of the Korean Statistical Society, Vol. 5, No 100, 2024
4. "Optimal perfect corrective maintenance policy for a system with multiple components using data‐driven decision‐making methods"
   Hasan Misaii, Mitra Fouladi rad, Firouzeh Haghighi
   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. 1, No 1, 2023
5. "Optimal Preventive Maintenance Policy for non-Identical Components: Traditional Renewal Theory vs Modern Reinforcement Learning"
   Shaghayegh Eidi, Abdollah Safari, Firouzeh Haghighi
   International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 6, No 1, 2023
6. "Optimal task-driven time-dependent covariate-based maintenance policy"
   Hassan Missaei, Mitra Fouladi rad, Firouzeh Haghighi
   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, Vol. 1, No 1, 2023
7. "An overview of reinforcement learning and deep reinforcement learning for conditionbased maintenance"
   Zahra Dehghani, Firouzeh Haghighi, Abdollah Safari
   International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 4, No 2, pp.81-89, 2022
8. "Type-II progressive censoring with GLM-based random removal mechanism dependent on the experimental conditions"
   Fatemeh Hassantabar Darzi, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
   JOURNAL OF APPLIED STATISTICS, Vol. 00, pp.1-30, 2022
9. "Multi-objective optimal design strategy under type-II progressive censoring with random dependent removal model"
   Fatemeh Hassantabar Darzi, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
   Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 3, No 2, 2022
10. "Optimal shock‐based maintenance policy for a system in a dynamic environment"
    حسن میسایی, Firouzeh Haghighi, میترا فولادی راد
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, Vol. 25, No 25, 2022
11. "Multiple imputation of masked competing risks data using machine learning algorithms"
    حسن میسایی, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, Vol. 00, pp.1-26, 2022
12. "Discrete degradation modeling using generalized mixed effect model"
    Fatemeh Hassantabar Darzi, Hasan Misaii, Zahra Rezaei Ghahroodi, Firouzeh Haghighi
    Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 2, No 1, pp.39-45, 2021
13. "Opportunistic perfect preventive maintenance policy in presence of masked data"
    [] [], Firouzeh Haghighi, Mitra Fouladirad
    Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability, Vol. 1, No 1, 2021
14. "Rolling horizon optimal maintenance policy for a system subject to shocks and degradation under uncertain parameters"
    Firouzeh Haghighi, Bruno Castanier, Hasan Misaii
    Computers & Industrial Engineering, Vol. 157, No 1, 2021
15. "Analysis of masked competing risks data with cause and time dependent masking mechanism"
    Hassan Missaei, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, pp.1-11, 2020
16. "Masked Data Analysis based on the Generalized Linear Model"
    Hasan Misaii, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    International Journal of Reliability, Risk and Safety: Theory and Application, 2020
17. "Statistical inference for competing risks model under progressive interval censored Weibull data"
    Fariba Azizi, Firouzeh Haghighi, Niloofar Tabibi
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 1, No 1, pp.1-14, 2018
18. "Copula-based Reliability Analysis of Gamma degradation process and Weibull failure time"
    Somayeh Mireh, Ahmad Khodadadi, Firouzeh Haghighi
    International Journal of Quality & Reliability Management, Vol. 1, No 1, pp.1-14, 2018
19. "Joint Modeling of Linear Degradation and Multiple Dependent Competing Risks Data under a Step-Stress Accelerated Degradation Test"
    Somayeh Mireh, Ahmad Khodadadi, Firouzeh Haghighi
    Journal of Statistical Theory and Applications, Vol. 17, No 2, pp.340-358, 2018
20. "Joint modeling of linear degradation and failure time data with masked causes of failure under simple step-stress test"
    Fariba Azizi, Firouzeh Haghighi
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, Vol. 88, No 8, pp.1603-1615, 2018
21. "Reliability analysis of a k-out-of-n:F system under a linear degradation model with calibrations"
    Ensieh Nezakati, Mostafa Razmkhah, Firouzeh Haghighi
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, Vol. 1, No 1, pp.1-25, 2018
22. "Control chart for monitoring the Weibull shape parameter under two competing risks"
    Firouzeh Haghighi, Philippe Castagliola
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 17, No 2, pp.1-13, 2018
23. "Statistical inference for masked interval data with Weibull distribution under simple step-stress test and tampered failure rate model"
    Fariba Azizi, Firouzeh Haghighi, Elaheh Ghadiri, Laila Torabi
    Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability, Vol. 231, No 6, 2017
24. "A Partially Accelerated Life Test Planning with Competing Risks and Linear Degradation Path under Tampered Failure Rate Model"
    Fariba Azizi, Firouzeh Haghighi, Viliam Makis
    International Journal of Industrial and Manufacturing Engineering, Vol. 11, No 6, pp.1237-1241, 2017
25. "Bayes-conditional control charts for Weibull quantiles under Type II censoring"
    Firouzeh Haghighi
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. na, 2016
26. "Reliability Estimation from Linear Degradation and Failure Time Data with Competing Risks under a Step-Stress Accelerated Degradation Test"
    Firouzeh Haghighi, Suk Joo Bae
    IEEE TRANSACTIONS ON RELIABILITY, Vol. 64, No 3, pp.960-972, 2015
27. "Simple step-stress model for an extension of the exponential distribution with type-I censoring"
    Firouzeh Haghighi
    International Journal of Quality & Reliability Management, Vol. 32, No 8, pp.906-920, 2015
28. "Conditional Control Charts for Weibull Quantiles Under Type II Censoring"
    Firouzeh Haghighi, Philippe Castagliola, Francis Pascual
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. 31, No 8, pp.1649-1664, 2014
29. "Conditional Control Charts for Monitoring the Weibull Shape Parameter under Progressively Type II Censored Data"
    Firouzeh Haghighi, Philippe Castagliola
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. 31, No 6, pp.1013-1022, 2014
30. "Survival of patients with stomach adenocarcinoma in North of Iran"
    Jamshid Yazdani Charati, Ghasem Janbabaei, Siavosh Etemadinejad, Samaneh Sadeghi, Firouzeh Haghighi
    Gasteroenterology and hepatology from bed to bench, Vol. 7, No 4, pp.211-217, 2014
31. "Optimal design of accelerated life tests for an extension of the exponential distribution"
    Firouzeh Haghighi
    Reliability Engineering and System Safety, Vol. 131, No 2, pp.251-256, 2014
32. "Accelerated test planning with independent competing risks and cocave degradation path"
    Firouzeh Haghighi
    International Journal of Performability Engineering, Vol. 10, No 1, pp.15-22, 2014
33. "An extension of the exponential distribution"
    Saralees Nadarajah , Firouzeh Haghighi
    STATISTICS, Vol. 45, No 6, pp.543-558, 2011
34. "Parametric Degradation Model with Multiple Competing Risks"
    Firouzeh Haghighi, Narges Nazeri Rad
    Quality Technology and Quantitative Management, Vol. 8, No 4, pp.389-400, 2011
35. "Light - induced antifungal activity of TiO2 nanoparticles / ZnO nanowires"
    Neda Haghighi , Yaser Abdi, Firouzeh Haghighi
    APPLIED SURFACE SCIENCE, Vol. 257, No 23, pp.10096-10100, 2011
36. "Parametric Degradation Model with Multiple Competing Risk"
    Firouzeh Haghighi, Narges Nazeri Rad
    Quality Technology and Quantitative Management, Vol. 8, No 4, pp.389-400, 2011
37. "On the linear degradation model with multiple failure modes"
    Firouzeh Haghighi, Mikhail Nikulin
    JOURNAL OF APPLIED STATISTICS, Vol. 37, No 9, pp.1499-1507, 2010
38. "On the general degradation path model Review and simulation"
    Firouzeh Haghighi, Nazanin Nooraee , Narges Nazeri Rad
    Advances in Degradation Modeling, Vol. -, pp.147-155, 2010
39. "On the Power Generalized Weibull Family Model for Cancer Censored Data"
    Mikhail Nikulin , Firouzeh Haghighi
    Metron-International Journal of Statistics, Vol. LXVII, No 1, pp.57-68, 2009
40. "A Chi - Squared Test for the Generalized Power Weibull Family for the Head - and - Neck Cancer Censored Data"
    Mikaeil Nikulin , Firouzeh Haghighi
    Journal of Mathematical Sciences, Vol. 133, No 3, pp.1333-1341, 2006
41. "Estimation in a model with infinite - dimensional nuisance parameter"
    Valentin Solev , Firouzeh Haghighi
    Journal of Mathematical Sciences, Vol. 137, No 1, pp.4567-4569, 2006
42. "Compound optimal design approach under Type-II progressive censoring with random removal dependent on the failure distances"
    Fatemh Hassantabar, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    Andisheye Amari, Vol. 54, No 1, 2023
43. "بکارگیری تحلیل بقا در براورد طول عمر بیماران مبتلا به سرطان معده"
    جمشید یزدانی چراتی , سمانه صادقی , قاسم جان بابایی , Firouzeh Haghighi
    Journal of Mazandaran University of Medical Sciences, Vol. 21, No 85, pp.28-36, 2011

Conference Paper

1. "DRL-Guided Neural Batch Sampling for Semi-Supervised Pixel-Level Anomaly Detection"
   Amirhosein Khadivi Noghredeh, Abdollah Safari, Fatemeh Ziaeetabar, Firouzeh Haghighi
   2026 International Interdisciplinary Conference on Artificial Intelligence: Engineering, Health, Finance and Humanities (IICAI), 2026
2. "Optimized Maintenance Planning Under Random Delayed Interventions: An RL-Based Approach"
   Gazaleh Rahimi, Mahdis Karimi, Mohadeseh Rafighi, Niyayesh Vesali, Abdollah Safari, Firouzeh Haghighi
   The 11th Specialized Seminar on Reliability and Its Applications, 2025
3. "Optimizing Maintenance Scheduling in a Scrap-Based Steel Production Line Using Reinforcement Learning"
   Nazanin Haerian, Zahra Gholami, Abdollah Safari, Firouzeh Haghighi
   The 11th Specialized Seminar on Reliability and Its Applications, 2025
4. "Optimal Preventive Maintenance Policy for non-Indentical Components: Traddition Renewal Theory vs Modern Reinforecment Learning"
   Shaghayegh Eydi shahni, Abdollah Safari, Firouzeh Haghighi
   7th International Conference on Reliability and Safety Engineering, 2023
5. "Optimal Corrective Maintenance Policy Encountering Competing Risks Using Machine Learning Algorithms"
   Hasan Misaii, Mitra Fouladi rad, Firouzeh Haghighi
   European Conference on Safety and Reliability (ESREL 2020), 2022
6. "Non-parametric Data-based Maintenance Optimization Using Machine Learning Algorithms"
   [] [], Mitra Fouladi rad, Firouzeh Haghighi
   The 22nd Annual Conference of the European Network for Business and Industrial Statistics, 2022
7. "Optimization of condition-based maintenance with batch reinforcement learning for a parallel system with individually repairable component"
   Zahra Dehghani, Firouzeh Haghighi, Abdollah Safari
   Reliability theory and its applications, 2022
8. "Time dependent perfect corrective maintenance policy"
   Hasan Misaii, میترا فولادی راد, Firouzeh Haghighi
   Reliability theory and its applications, 2022
9. "Maintenance of Continuously Monitored Multi-unit Systems"
   فریبا عزیزی, Firouzeh Haghighi
   The 7 th Seminar on Reliability Theory and its Applications, 2021
10. "Maintenance in Presence of Incomplete Data in Series Systems"
    حسن میسایی, Firouzeh Haghighi, میترا فولادی راد
    The 7 th Seminar on Reliability Theory and its Applications, 2021
11. "Maintenance with Learning for a System Subject to Random Shocks and Degradation"
    Firouzeh Haghighi, Bruno Castanier
    30th European Safety and Reliability Conference, 2020
12. "Bayesian Methods for Modeling Repeated Measures of Discrete Degradation"
    Fatemh Hassantabar, [] [], Zahra Rezaei Ghahroodi, Firouzeh Haghighi
    15th Iranian Statistics Conference, 2020
13. "Optimum Type-II Progressive Censoring Scheme with Random Removal Based on Cost Model"
    Fatemh Hassantabar, [] [], Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    The 6th Seminar on Reliability Theory and its Applications, 2020
14. "Analysis of Masked Competing Risks Data Using Machine Learning Imputation Methods"
    [] [], Samaneh Eftekhari Mahabadi, Negin Jafari, Firouzeh Haghighi
    The 6th Seminar on Reliability Theory and its Applications, 2020
15. "condition-basec-maintenance for a system under shocks and degradation"
    Firouzeh Haghighi
    5th Reliability Theory and its Applications, 2019
16. "bayesian analysis of masked data with non-ignorable missing mechanism"
    Hasan Misaii, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    5th Reliability Theory and its Applications, 2019
17. "Planning of Step-Stress Accelerated Degradation Test Based with Tampered Failure Rate Model under an Inverse Gaussian Process"
    Fariba Azizi, Elham Mosayebi, Firouzeh Haghighi, Soudabeh Shemehsavar
    Forth seminar om Reliability Theory and its Applications, 2018
18. "Reliability Estimation under degradation-shock model"
    Firouzeh Haghighi
    4th Reliability Theory and its Applications, 2018
19. "Bayesian Designing of step-stress accelerated degradation test under an inverse Gaussian process with tempered failure rate model"
    Elham Mosayebi, Fariba Azizi, Soudabeh Shemehsavar, Firouzeh Haghighi
    Forth seminar om Reliability Theory and its Applications, 2018
20. "Planning of Step-Stress Accelerated Degradation Test Based on Inverse Gaussian Process"
    Elham Mosayebi, Fariba Azizi, Soudabeh Shemehsavar, Firouzeh Haghighi
    10th International Conference on Mathematical Methods in Reliability(MMR2017), 2017
21. "A Partially Accelerated Life Test Planning with Competing Risks and Linear Degradation Path under Tampered Failure Rate Model"
    Fariba Azizi, Firouzeh Haghighi, Viliam Makis
    ICIMSE 2017 : 19th International Conference on Industrial and Manufacturing Systems Engineering, 2017
22. "Conditional Shewhart-type control charts for monitoring the Weibull shape parameter"
    Firouzeh Haghighi, Philippe Castagliola
    5th International Conference on Accelerated Life Testing and Degradation Models, 2014
23. "A partially accelerated life test planning with competing risks and linear degradation path model"
    Firouzeh Haghighi
    S2MRSA conference, 2012
24. "Accelerated life test planning with independent competing risks and degradation measurements"
    Firouzeh Haghighi
    ALT2012, 2012
25. "Application of statistical modeling to analyze the survival of patients with gastric cancer in north of Iran"
    Ghamshid Yazdani, Firouzeh Haghighi, سمانه صادقی, قاسم جان بابایی
    International Conference on Reliability and Quality Design, 2011
26. "degradation model based on positive levy process"
    Amin Azmoon, Firouzeh Haghighi, Soudabeh Shemehsavar
    7th seminar on probability and stochastic processes, 2009
27. "Accelerated LDegradation Model Based on Beta Processs"
    Amin Azmoon, Firouzeh Haghighi, Soudabeh Shemehsavar
    MMR-2009-Mathematical Methods in Reliability, 2009
28. "Development of a Support Vector Regression-Based Control Chart for Monitoring Poisson Profiles with a Log-Link Function."
    سوگند سلطان محمدی, Firouzeh Haghighi
    The 18th Iranian Conference on Statistics, 2026
29. "A hybrid approach based on deep learning for predicting remaining useful life"
    احد کرمی, Firouzeh Haghighi, Abdollah Safari
    12 th Reliability theory and its applications, 2026
30. "Maintenance of k-out-of-n:G load-sharing systems based on the system's remaining useful life using reinforcement learning methods."
    Firouzeh Haghighi, Abdollah Safari, شقایق عیدی
    12 th Reliability theory and its applications, 2026
31. "A Survival Modeling Framework For Mortality Decline in Cancer Populations"
    Firouzeh Haghighi, Atieh Arab beik zefreh
    12 th Reliability theory and its applications, 2026
32. "Accelerated Life Test under Simple Step-Stress with Type-II Progressive Censoring and Random Removal Dependent on the Mechanism"
    نیلوفر طبیبی گیلانی, Firouzeh Haghighi, Abdollah Safari
    The 11th Specialized Seminar on Reliability and Its Applications, 2025
33. "Smart State-Dependent Maintenance with Deep Reinforcement Learning"
    Firouzeh Haghighi, Abdollah Safari, شقایق عیدی
    Reliability theory and its applications, 2025
34. "Optimizing Maintenance Scheduling in a Scrap-Based Steel Production Line Using Reinforcement Learning"
    نازنین حائریان, زهرا غلامی, Abdollah Safari, Firouzeh Haghighi
    Reliability theory and its applications, 2025
35. "Optimized Maintenance Planning Under Random Delayed Interventions: An RL-Based Approach"
    غزاله رحیمی, مهدیس کریمی, محدثه رفیقی, نیایش وصالی, Abdollah Safari, Firouzeh Haghighi
    Reliability theory and its applications, 2025
36. "Smart Maintenance and Repair Using Deep Reinforcement Learning"
    Firouzeh Haghighi, Abdollah Safari, شقایق عیدی
    The 11th Specialized Seminar on Reliability and Its Applications, 2025
37. "The impact of shocks on mortality modeling"
    Firouzeh Haghighi, Atieh Arab beik zefreh
    Reliability theory and its applications, 2022
38. "Machine learning and its applications in reliability and safety engineering"
    [] [], Firouzeh Haghighi, Abdollah Safari
    Reliability theory and its applications, 2022
39. "Modeling and maintenance for systems"
    Fariba Azizi, Firouzeh Haghighi, Elham Jamali
    5th Reliability Theory and its Applications, 2019
40. "Statistical analysis of linear degradation and failure time data with masked multiple failure modes under acceleration life test"
    Firouzeh Haghighi, Fariba Azizi
    3th seminar on reliability and its applications, 2017
41. "A partially accelerated life test planning with competing risks and linear degradation path under tampered failure rate model."
    Firouzeh Haghighi
    Reliability Theory and its Applications, 2016
42. "joint modeling of failure time and linear degradation data with multiple failure modes under accelerated testing"
    Firouzeh Haghighi
    Reliability and its applications, 2015
43. "باز سازی رکوردهای گذشته با استفاده از مقادیر داده های رکوردهای فعلی بر اساس الگوی نمایی تعمیم یافته و کاربرد در برنامه های نگهداری و تعمیرات"
    خدیجه توکلی, Firouzeh Haghighi, مهدی دوست پرست
    یازدهمین کنفرانس آمار ایران, 2011