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