List of Articles Machine Learning

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  1 - Evaluation of Intelligent and Statistical Prediction Models for Overconfidence of Managers in the Iranian Capital Market Companies
  Shokoufeh Etebar Roya Darabi Mohsen Hamidiyan Seiyedeh Mahbobeh Jafari
  10.22034/amfa.2019.579662.1145
• Open Access Article
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  2 - An Algorithmic Trading system Based on Machine Learning in Tehran Stock Exchange
  Hamidreza Haddadian Morteza Baky Haskuee Gholamreza Zomorodian
  10.22034/amfa.2020.1894049.1380
• Open Access Article
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  3 - Presenting the smart pattern of credit risk of the real banks’ customers using machine learning algorithm.
  Hojjat Tajik Ghodratollah Talebnia Hamid Reza Vakili Fard Faegh Ahmadi
  10.22034/amfa.2022.1950520.1689
• Open Access Article
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  4 - Provide an improved factor pricing model using neural networks and the gray wolf optimization algorithm
  Reza Tehrani Ali Souri Ardeshir Zohrabi Seyyed Jalal Sadeghi Sharif
  10.22034/amfa.2022.1942547.1641
• Open Access Article
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  5 - Developing Financial Distress Prediction Models Based on Imbalanced Dataset: Random Undersampling and Clustering Based Undersampling Approaches
  Seyed behrooz Razavi ghomi Alireza Mehrazin Mohammad reza shoorvarzi Abolghasem Masih Abadi
  https://doi.org/10.71716/amfa.2024.22041743
• Open Access Article
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  6 - Predicting the Top and Bottom Prices of Bitcoin Using Ensemble Machine Learning
  Emad Koosha Mohsen Seighaly Ebrahim Abbasi
  10.22034/amfa.2022.1967972.1802
• Open Access Article
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  7 - Designing a Trading Strategy to Buy and Sell the Stock of Companies Listed on the New York Stock Exchange Based on Classification Learning Algorithms
  Nasser Heydari Majid Zanjirdar Ali Lalbar
  https://doi.org/10.71716/amfa.2024.22091796
• Open Access Article
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  8 - Early Warning Model for Solvency of Insurance Companies Using Machine Learning: Case Study of Iranian Insurance Companies
  Saeed Naseri Khezerlou Atousa Goodarzi
  https://doi.org/10.71716/amfa.2024.23041876
• Open Access Article
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  9 - Examining Financial Performance and Corporate Governance in Tehran Stock Exchange: A Hybrid Machine Learning and Data Envelopment Analysis Approach
  Pooneh Noparvar Saravi Morteza Bagheri Seyed Sadegh Hadian
  https://doi.org/10.71716/amfa.2024.23101928
• Open Access Article
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  10 - Machine learning algorithms for time series in financial markets
  Mohammad Ghasemzadeha Naeimeh Mohammad-Karimi Habib Ansari-Samani
  10.22034/amfa.2020.674946
• Open Access Article
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  11 - Mapping the Knowledge Landscape of Machine Learning in Portfolio Optimization: A Bibliometric Analysis of Asset Allocation Research
  Mahsa Safavi Iranji Mojgan Safa Majid Zanjirdar Hossein Jahangirnia
  https://doi.org/10.71716/amfa.2025.51190546
• Open Access Article
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  12 - Design and Validation of an Optimal Dynamic Portfolio Management Model Based on Investment Portfolio Simulation in the Tehran Stock Exchange Using Artificial Intelligence and Machine Learning Methods
  Mostafa Allameh Hassan Ghodrati Hossein  Panahian Meysam  Arabzadeh Ali Akbar  Farzin Far
  https://doi.org/10.71716/amfa.2026.11208560