List of Articles Machine Learning Open Access Article Abstract Page Full-Text 1 - Spatial flood susceptibility assessment using boosting and bagging in machine learning techniques maryam jahanbani hossein aghamohammadi Mohammad Hassan vahidnia Zahra Azizi https://doi.org/10.71916/jrnr.2024.10310 Open Access Article Abstract Page Full-Text 2 - Stock portfolio optimization of companies listed on the Tehran Stock Exchange based on a combination of two-level ensemble machine learning methods and multi-objective meta-innovative algorithms based on market timing approach sanaz faridi amir daneshvar Mahdi Madanchi Zaj Shadi Shahverdiani Open Access Article Abstract Page Full-Text 3 - Preparation of flood_prone areas prediction map using random forest machine learning in the Siahkhor Watershed of Kermanshah Province Ali Kiani Baharak Motamedvaziri Mohammad Reza Khaleghi Hassan Ahmadi Open Access Article Abstract Page Full-Text 4 - Prediction of Earthquake Vulnerability for Low-Rise RC Buildings Using Probabilistic Random Forest Mohammad Khodaparasti Ali Alijamaat majid pouraminian Open Access Article Abstract Page Full-Text 5 - Prediction of Gully Erosion Susceptibility using ME, Dempster-Shafer and WOE Models in the Southern Slope of Alborz: Determining the Best Model and the Effect of the Most Important Indicators Ebrahim Yousefi Mobarhan Kourosh Shirani Kazem Saber Open Access Article Abstract Page Full-Text 6 - 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 Abstract Page Full-Text 7 - Hybrid Model Based on Genetic Algorithm, Bayesian Optimization and Machine Learning for Predicting Credit Status of Legal Clients Pardis Fooladi Mohsen Amini Khozani Zohreh Hajiha Shadi Shahverdiani 10.71600/jacgr.2024.1194492 Open Access Article Abstract Page Full-Text 8 - Identifying Potential Tourist Hotspots in the Khomeh Basin, Isfahan Province, Using Environmental Factors and the Random Forest Algorithm Shohreh Moradpour Majid Ghiyas Open Access Article Abstract Page Full-Text 9 - Optimization of Horizontal and Vertical Shading Devices for Daylight Performance in Residential Buildings in Isfahan, A Simulation and Machine Learning Approach Ahmad Najafi Mahdi Torkan Mohammad saeid Sobhani Open Access Article Abstract Page Full-Text 10 - Diagnosing the Defects of the Gears of the Gearbox Using Vibration Analysis and Validating it by the Graphs of the CMM Machine Mohammad Esmaeil akbari alireza mangouri Sajjad Atazadeh Open Access Article Abstract Page Full-Text 11 - Optimizing Sustainable Green Logistics with AI-Enhanced RAM-Hybrid Models: Addressing Economic and Crisis Management Challenges Robabeh Eslami Mohammad Khoveyni Open Access Article Abstract Page Full-Text 12 - Improving the Handover Process Using Machine Learning Algorithms and Received Signal Strength Parameters Babak Lotfi Yasser Elmi Sola 10.82195/ntds.2025.1202659 Open Access Article Abstract Page Full-Text 13 - Predicting Futures Pricing Based on VIX Volatility Index Using Machine Learning in the Iranian Capital Market simin rajizade sepideh rajizadeh Open Access Article Abstract Page Full-Text 14 - 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 Open Access Article Abstract Page Full-Text 15 - An Optimized Intrusion Detection System Framework for Internet of Things Networks: Integrating Arctic Puffin Optimization and RNN Mohammad Arefi Parisa Rahmani Zoleikha Jahanbakhsh Naghadeh Mahdieh Rahmani 10.71856/IMPCS.2025.1209464
