List of Articles Machine Learning Open Access Article Abstract Page Full-Text 1 - Predicting stock prices using data mining methods. پریسا دانشجو Mojtaba Hajigholami 10.71623/joins.2024.783907 Open Access Article Abstract Page Full-Text 2 - Exploring Various Residential Layout Generation Using Conditional Generative Adversarial Networks (Case Study: Apartments In Districts 1 and 2 of Hamadan City) Mahsa Hamouni Hossein Soltanzadeh Hadi Ghoddusifar Muharram Mansoorizadeh 10.71711/ijaud.2024.796341 Open Access Article Abstract Page Full-Text 3 - 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 4 - Application of Machine Learning Models for flood risk assessment and producing map to identify flood prone areas: Literature Review Parisa Firoozishahmirzadi Shaghayegh Rahimi Zeinab Esmaeili Seraji 10.30495/ijdea.2022.68987.1181 Open Access Article Abstract Page Full-Text 5 - Seismic Resilience Evaluation of Urban Water Distribution Network using Machine Learning Mahnaz Haghighi Ali Delnavaz Majid Safehian Mohammad Delnavaz Open Access Article Abstract Page Full-Text 6 - A Distributed Denial-of-Service (DDoS) Attack Detection Approach in Fog Layer Based on Distributed Blockchain Database and Machine Learning Mohsen Eghbali Mohammadreza Mollahoseini Ardakani 10.30495/jce.2023.1992146.1215 Open Access Article Abstract Page Full-Text 7 - Optimizing Solar Radiation Prediction Based on The Internet of Things Platform in Photovoltaic Power Plant Neda Ashrafi Khozani Maryam Mahmoudi Shabnam Nasr Esfahani 10.30495/jce.2023.1996606.1224 Open Access Article Abstract Page Full-Text 8 - Development of a multi-agent recommender system for intelligent shopping assistants Ramazan Teimouri Yansari Mojtaba Ajoudani 10.71856/impcs.2023.903553 Open Access Article Abstract Page Full-Text 9 - A Survey of Intelligent Data Mining Methods to Combat Money Laundering and Establish Data Governance in the Banking Network Hedayat Alimoradi dokoohi Erfaneh Noroozi 10.71856/impcs.2024.903603 Open Access Article Abstract Page Full-Text 10 - Improving the Accuracy of the Intrusion Detection System in the IoT by Machine Learning and Clustering Algorithms Javad Pashaei Barbin Mahdi Jalali 10.71856/impcs.2024.903654 Open Access Article Abstract Page Full-Text 11 - 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 Abstract Page Full-Text 12 - 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 Abstract Page Full-Text 13 - 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 Abstract Page Full-Text 14 - 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 Abstract Page Full-Text 15 - 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 Abstract Page Full-Text 16 - Classification of papaya fruit based on maturity using machine learning and transfer learning approach mohammad ghorbani Mostafa Ghazizadeh-Ahsaee Kazem Jafari Naeimi Open Access Article Abstract Page Full-Text 17 - Machine learning and Deep learning applications in Stock Price Prediction: Top trend and bibliometric analysis Arash Salehpour Karim Samadzamini Open Access Article Abstract Page Full-Text 18 - Machine learning and Multi-Layer Perceptron (MLP) modeling of Zea Mays L. responses to tillage and soil amendments Iman Ahmadi Open Access Article Abstract Page Full-Text 19 - Diabetes detection via machine learning using four implemented spanning tree algorithms Yas Ghiasi Mehdi Seifbarghy Davar Pishva 10.22094/QJIE.2024.951302 Open Access Article Abstract Page Full-Text 20 - Role of Fuzzy Sets on Artificial Intelligence Methods: A literature Review Cengiz Kahraman Sezi Onar Basar Oztaysi Selcuk Cebi 10.30495/tfss.2023.1976303.1060 Open Access Article Abstract Page Full-Text 21 - Comparative application of particle algorithm and genetic algorithm in predicting long-term and short-term trend of stock returns javad kiae zahra farshadfar https://doi.org/10.71818/ecj.2024.1062629 Open Access Article Abstract Page Full-Text 22 - 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 23 - Application of Machine Learning Methods for Modeling Steam Import Reduction aimed at Energy Resources Management Ehsan Sharifara Madjid Abbaspour Alireza saraei https://doi.org/10.71916/jrnr.2024.04120 Open Access Article Abstract Page Full-Text 24 - Optimal control of customer dynamics using machine learning method with polynomial kernel seyed Hamid Emadi Abolfazl Sadeghian مژده ربانی Hasan Dehghan Dehnavi Open Access Article Abstract Page Full-Text 25 - Machine Learning-driven Group Ranking in Data Envelopment Analysis: Applications in the Banking Sector Mohammad Sajjad Shahbazifar Reza Kazemi Matin Mohsen Khounsiavash Fereshteh Koushki Open Access Article Abstract Page Full-Text 26 - Data Mining Model Based on Machine Learning to Predict Air Pollution in The Metropolises of Iran Abbas Maleki Sadegh Abedi alireza irajpour Open Access Article Abstract Page Full-Text 27 - Automated Diagnosis of Cardiac Diseases Using Machine Learning and Non-Stationary Heart Sound Signals sadaf Eskini Salman Karimi 10.30486/MJTD.2024.1118483 Open Access Article Abstract Page Full-Text 28 - Evaluation of normal postural control system and deteriorated postural control system due to brain stroke in altered sensory conditions to investigate sensory dysfunctions using deep learning approaches Armin Najipour Siamak Khoramimehr Mahdi Razeghi kamran hasani Open Access Article Abstract Page Full-Text 29 - Improving the performance of phishing attack detection systems based on synergy of neural network and Ali Baba and the forty thieves algorithm reza assareh younes mobasheri 10.71623/joins.2024.1121454 Open Access Article Abstract Page Full-Text 30 - Evaluation and Prediction of W/C Ratio vs. Compressive Concrete Strength Using A.I and M.L Based on Random Forest Algorithm Approach R. Jamalpour Open Access Article Abstract Page Full-Text 31 - Emotion classification using EEG signals and machine learning methods Mohammad Adeli Mehrnoosh Rezayati 10.30495/SPRE.2024.1123265 Open Access Article Abstract Page Full-Text 32 - A Review of Artificial Intelligence Approaches in the Diagnosis of Attention-Deficit Hyperactivity Disorder Tahereh Ziaaldini Mahboobeh Houshmand Seyyed Abed Hosseini Open Access Article Abstract Page Full-Text 33 - Artificial Intelligence in Plant Ecophysiology Aboozar Zandvakili Open Access Article Abstract Page Full-Text 34 - Comprehensive Classification of Credit Scoring Models Pardis Fooladi Mohsen Amini Khozani Zohreh Hajiha Shadi Shahverdiani Open Access Article Abstract Page Full-Text 35 - Provide a solution for stock price forecasting using a combination of differential evolution methods and random forest Ladan Riazi Open Access Article Abstract Page Full-Text 36 - Evaluating the Performance of the Raw Material Providers based on the Customer-based LARG (CLARG) Paradigm: A Machine Learning-based Method Fardin Rezaei Zeynali Somayeh Hatami Ramin Talebi Khameneh Mohssen Ghanavati-Nejad 10.22094/QJIE.2024.1128784 Open Access Article Abstract Page Full-Text 37 - 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 38 - Predicting the annual cost of medical insurance using machine learning Ali Zhaleh karimi Ramin Dalir Open Access Article Abstract Page Full-Text 39 - Relative Humidity Prediction using XGBoost Machine Learning Model, Case Study: Bajgah Climatological Station, Iran Reza Piraei Ali Mohammadi Seied Hosein Afzali 10.30495/wej.2024.32823.2403 Open Access Article Abstract Page Full-Text 40 - Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study Maryam Allah Bakhshi Aylar Sadri Seyed Omid Shahdi 10.71797/ijdi.2025.1183488 Open Access Article Abstract Page Full-Text 41 - Accuracy Improvement of Data-Driven Algorithms in Power Transformer Assessment Using Hyperparameter Optimization on DGA Data Elahe Moradi Open Access Article Abstract Page Full-Text 42 - 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
