Research Projects

• Presenting a model in order to discover the simultaneous prescription of drugs and interactions between them using data-mining algorithms (a case study of the cardiology department of Shahid Beheshti Hospital, Kashan), Iran   University of Science and Technology, 2023 . 

• Machine learning and Data-driven approach to predict the side effects and ineffectiveness of COVID-19 vaccine, Iran University of Science and Technology, 2023. 

• Providing a model for facility layout in manufacturing industries using job shop method and considering safety, Iran University of Science and Technology, 2023. 

• Predicting the breast cancer patients estimate their estate of quality of life and its relationship with their life expectancy, Iran University of Science and Technology, 2023. 

• Portfolio optimization with return prediction using deep learning and machine learning, Iran University of Science and Technology, 2023. 

• Predicting patients' need for a ventilator equipment in the Cardiac Surgery Intensive Care Unit (I.C.U) using machine learning techniques, Iran University of Science and Technology, 2023. 

• Analyzing the impact of quality of life on cancer by using machine learning algorithms, Iran University of Science and Technology, 2023. 

• Predicting the performance of medical students based on the analysis of educational data using data mining techniques (Case study: Tehran University of Medical Sciences), Iran University of Science and Technology, 2023. 

• Providing a model for predicting dynamic Pricing: Case Study in Iranian Airlines), Iran University of Science and Technology, 2023. 

• Evaluation of students' performance in practical workshop courses using data mining method), Iran University of Science and Technology, 2022. 

• Developing a mathematical formulation for organ allocation in the Liver transplant network, Iran University of Science and Technology, 2022. 

•  A hybrid model based on machine learning algorithms to predict need of ventilator for Intensive Care Unit (ICU) patients. ( A case study), Iran University of Science and Technology, 2022. 

• Portfolio Optimization By Considering Adverse Risk Measures Using Machine Learning Based Stock Price Prediction, Iran University of Science and Technology, 2022. 

• comparison of risk measures to select the optimal portfolio using simulation technique along with a case study (Tehran Stock Exchange), Iran University of Science and Technology, 2022. 

•  Designing a hybrid deep learning model for stock price prediction in Tehran stock exchange considering systematic risk and ratio analysis, Iran University of Science and Technology, 2022. 

• Providing an approach to predict Human error based on Multi Criteria Decision Making. Case study: Breast Cancer Research Institute, Iran University of Science and Technology, 2021. 

• Predicting obesity based on behavioral variables using data mining techniques, Iran University of Science and Technology, 2021. 

•  Providing an approach to predict the physiological age of people using obtained parameters in a laboratory environment (Case study: Students and employees of Iran University of Science and Technology) , Iran University of Science and Technology, 2021. 

• Disease prediction in breast cancer patients using data mining approach, Iran University of Science and Technology, 2021. 

•  Ergonomic optimization of manual Handling systems based on the localization of the revised Niosh Lifting equation, Iran University of Science and Technology, 2021. 

• Discovering medical patterns and presenting a system for predicting the probability of patient mortality in cardiac surgery ICU with a hybrid data mining approach, Iran University of Science and Technology, 2021. 

•  Providing a quantitative model for designing a sustainable and flexible Eco-industrial park, Iran University of Science and Technology, 2021. 

• Discovering potential patterns between the risk factors of heart disease and psychiatric disorders in Iranian children and adolescents using data mining techniques, Iran University of Science and Technology, 2021. 

•  Providing an integrated mathematical model for the purpose of planning Eco-industrial parks, Iran University of Science and Technology, 2021. 

•  Predicting Patient 's Admission Length of Stay in Hospital Using Natural Language Processing and Machine Learning, Iran University of Science and Technology, 2021