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 - Presenting a new model for ATM demand scenario Alireza Agha Gholizadeh Sayyar Mohamadreza Motadel Alireza Pour ebrahimi Open Access Article Abstract Page Full-Text 3 - PEML-E: EEG eye state classification using ensembles and machine learning methods Razieh Asgarnezhad Karrar Ali Mohsin Alhameedawi Open Access Article Abstract Page Full-Text 4 - Forecast the operating cash flow of accepted companies In Tehran Stock Exchange using machine learning method HAMED RAJABZADEH Jamadverdi‎ Gorganli‎ davaji Arash naderian majid ashrafi 10.30495/jma.2022.20205 Open Access Article Abstract Page Full-Text 5 - The Detection of Financial Statements Fraud According To Audit Report of Financial Statments Mehdi Rezaie Mahdi Nazemi Ardakani Alireza Naser Sadrabadi Open Access Article Abstract Page Full-Text 6 - Spatial flood susceptibility assessment using boosting and bagging in machine learning techniques مریم جهانبانی hossein aghamohammadi Mohammad Hassan vahidnia Zahra Azizi Open Access Article Abstract Page Full-Text 7 - 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 8 - Machine learning clustering algorithms based on Data Envelopment Analysis in the presence of uncertainty Reza Ghasempour Feremi Mohsen Rostamy-Malkhalifeh 10.30495/ijdea.2022.69372.1184 Open Access Article Abstract Page Full-Text 9 - A combined machine learning algorithms and Interval DEA method for measuring predicting the efficiency Hasan Babaei Keshteli Mohsen Rostamy-Malkhalifeh 10.30495/ijdea.2022.69371.1183 Open Access Article Abstract Page Full-Text 10 - Assessing the stability of maximum entropy prediction for rill erosion modelling maryam pournader sadat feiznia hasan ahmadi haji karimi hamidreza peirovan Open Access Article Abstract Page Full-Text 11 - 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 12 - Explain the theoretical model of production and development of architectural plans in the interaction of machine learning algorithms and genetics reza babakhani azadeh Shahcheraghi hossein zabihi 10.30495/jest.2022.58808.5295 Open Access Article Abstract Page Full-Text 13 - Predict the Financial Limitations of Companies Accepted in Tehran Stock Exchange Using the Relief-Svm-Caiid methods maryam salmanian hamid reza vakilifard mohsen hamidian fatemeh sarraf Roya darabi Open Access Article Abstract Page Full-Text 14 - 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 15 - Distributed Denial of Service Attacks Detection in Internet of Things Using the Majority Voting Approach Habibollah Mazarei Marziye Dadvar MohammadHadi Atabakzadeh 10.30495/jce.2023.1984927.1201 Open Access Article Abstract Page Full-Text 16 - 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 17 - Multilayer Perceptron Approach in Breast Cancer Diagnosis Emine Avşar Aydin Gözde Saribaş Open Access Article Abstract Page Full-Text 18 - Improving of Diabetes Diagnosis using Ensembles and Machine Learning Methods Razieh Asgarnezhad Karrar Ali Mohsin Alhameedawi 10.52547/mjtd.11.1.33 Open Access Article Abstract Page Full-Text 19 - A Novel method for assigning Joint power spectrum and Power Selection in device to device networks to improve performance Anahita Jabbari S. Mahmood Daneshvar Farzanegan Open Access Article Abstract Page Full-Text 20 - A Survey on Applications of Machine Learning in Bioinformatics and Neuroscience Narges Habibi Shahla Mousavi 10.30486/mjtd.2022.695920 Open Access Article Abstract Page Full-Text 21 - Identifying Origins of Atmospheric Aerosols using Remote Sensing and Data Mining (Case study: Yazd province) Mohamad Kazemi Ali Reza Nafarzadegan Fariborz Mohammadi Ali Rezaei Latifi 10.30495/girs.2021.678426 Open Access Article Abstract Page Full-Text 22 - Comparison of the classification methods in software development effort estimation Sadegh Ansaripour Taghi Javdani Gandomani Open Access Article Abstract Page Full-Text 23 - 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 24 - Sentiment Analysis of People’s opinion about Iranian National Cars with BERT Leila Gonbadi Niloofar Ranjbar Open Access Article Abstract Page Full-Text 25 - Deep Learning: Concepts, Types, Applications, and Implementation Fereshteh Aghabeigi Sara Nazari Nafiseh Osati Iraqi Open Access Article Abstract Page Full-Text 26 - Presenting a new model for rapid diagnosis of acute respiratory diseases using machine learning algorithms Mehran Nezami Avaz Naghipour Behnam Safiri Iranagh Open Access Article Abstract Page Full-Text 27 - 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 Abstract Page Full-Text 28 - 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 Abstract Page Full-Text 29 - 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 Abstract Page Full-Text 30 - 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 Abstract Page Full-Text 31 - 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 32 - 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 33 - 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 34 - 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 35 - 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 36 - 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 Abstract Page Full-Text 37 - 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 38 - Identifying the influencing factors in customer churn of Kurdistan Telecommunications Company and presenting models for predicting churn using machine learning algorithms vida sadeghi Anvar Bahrampour Seyed Ali Hosseini 10.30495/imj.2023.1987440.1850 Open Access Article Abstract Page Full-Text 39 - IoT-Based Disease Prediction and Diagnosis Systems mostafa Sarkabiri Open Access Article Abstract Page Full-Text 40 - A Non-deterministic CNN-LSTM Hybrid Model for Bitcoin Cryptocurrency Price Prediction علی علی جماعت سید محسن میرحسینی 10.30495/qrm.2022.702933 Open Access Article Abstract Page Full-Text 41 - Detected Source-based fake news via Word2vec algorithm Hamid Sharifi Heris Jafar Sheykhzadeh Open Access Article Abstract Page Full-Text 42 - Detection Anomaly of Network Datasets with Honeypots at Industrial Control System Abbasgholi pashaei Mohammad Esmaeil akbari mina zolfy Asghar charmin Open Access Article Abstract Page Full-Text 43 - Machine Learning-based Industrial LAN Networks Using Honeypots Pashaei Abbasgholi mina zolfy Open Access Article Abstract Page Full-Text 44 - Comparison of machine learning methods for classification of Bandar Kong windcatchers Mona Mohtaj Mansoureh Tahbaz Atefeh Dehghan Touranposhti 10.22094/SOIJ.2024.938693 Open Access Article Abstract Page Full-Text 45 - CKD-PML: Toward an Effective Model for Improving Diagnosis of Chronic Kidney Disease Razieh Asgarnezhad Karrar Ali Mohsin Alhameedawi 10.22094/jcr.2021.688950 Open Access Article Abstract Page Full-Text 46 - 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 47 - Protein Secondary Structure Prediction: a Literature Review with Focus on Machine Learning Approaches Leila Khalatbari Mohammad Reza Kangavari Open Access Article Abstract Page Full-Text 48 - Discovering a Way to Analyze Customer Emotions on Social Media for use in Advertising Systems leila khajehvand Abbas Toloie Eshlaghy Morteza Mosakhani 10.22094/jdem.2023.1981721.3062 Open Access Article Abstract Page Full-Text 49 - Short-Term Tuberculosis Incidence Rate Prediction for Europe using Machine learning Algorithms Jamilu Yahaya Maipan-uku Nadire Cavus Boran Sekeroglu 10.22094/joie.2023.1988443.2079 Open Access Article Abstract Page Full-Text 50 - Humanitarian Smart Supply Chain: Classification and New Trends for Future Research Fatemeh Kheildar Parvaneh Samouei Jalal Ashayeri 10.22094/joie.2023.1983545.2054 Open Access Article Abstract Page Full-Text 51 - 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 52 - 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 53 - Design an Intelligent Multi-agent Computer-aided System for Recommender Systems Ramazan Teimouri Yansari Mojtaba Ajoudani Seyed Reza Mosayyebi Open Access Article Abstract Page Full-Text 54 - Prediction of Heusler Alloys with Giant Magnetocaloric Effect using Machine-Learning Tasnim Gharaibeh Pnina Ari-Gur Elise de Doncker Open Access Article Abstract Page Full-Text 55 - Feature Selection in Big Data by Using the enhancement of Mahalanobis–Taguchi System; Case Study, Identifiying Bad Credit clients of a Private Bank of Islamic Republic of Iran Shahin Ordikhani Sara Habibi Open Access Article Abstract Page Full-Text 56 - Presenting financial bankruptcy risk prediction model of stock and transborder companies using machine learning algorithms Mohsen Aali Seyed Alireza Mirarab Baygi Nima Farajian Open Access Article Abstract Page Full-Text 57 - Stock trading strategy based on regression learning algorithms NAASER HEYDARI مجید زنجیردار Ali Lalbar Open Access Article Abstract Page Full-Text 58 - A Comprehensive Review on Data-Driven Techniques in Smart Power Grids Khalegh Behrouz Dehkordi Homa Movahednejad Mahdi Sharifi Open Access Article Abstract Page Full-Text 59 - An Improved Tracking-Learning-Detection Algorithm for Low Frame Rate Hooman Moridvaisi Farbod Razzazi Mohammad Ali Pourmina Massoud Dousti Open Access Article Abstract Page Full-Text 60 - Utilizing Firefly Algorithm-Optimized ANFIS for Estimating Engine Torque and Emissions Based on Fuel Use and Speed Mahmut Dirik 10.30495/fomj.2023.1988182.1092 Open Access Article Abstract Page Full-Text 61 - Body Weight Prediction of Dromedary Camels Using the Machine Learning Models N. Asadzadeh M. Bitaraf Sani E. Shams Davodly J. Zare Harofte M. Khojestehkey S. Abbaasi A. Shafie Naderi Open Access Article Abstract Page Full-Text 62 - Predicting product choice by customers based on neuromarketing with Chaotic salp swarm algorithm Marzieh Maleki Zahra Dasht Lali 10.30495/jmemiau.2024.709547 Open Access Article Abstract Page Full-Text 63 - Presenting a Fast Classifier Based on Unsupervised Learning for Diagnosis Diseases Najmeh Hosseinpour Afzal Ghaseimi Open Access Article Abstract Page Full-Text 64 - A New Hybrid Model of K-Means and Naïve Bayes Algorithms for Feature Selection in Text Documents Categorization Ali Allahverdipour Farhad Soleimanian Gharehchopogh Open Access Article Abstract Page Full-Text 65 - Sentimental Categorization of Persian News Headlines using Three Machine Learning Techniques Versus Human Categorization Vahid Mirzaeian Open Access Article Abstract Page Full-Text 66 - A Semi-Supervised Human Action Learning Mohsen Tavana Mohammad Mohammadi Hamid Parvin Open Access Article Abstract Page Full-Text 67 - Implicit Emotion Detection from Text with Information Fusion Nooshin Riahi Pegah Safari Open Access Article Abstract Page Full-Text 68 - Presenting a Real Time Method for Automatic Detection of Diabetes Based on Fuzzy Reward-Penalty System Najmeh Hosseinpour Mohammad Mosleh Saeed Setayeshi Open Access Article Abstract Page Full-Text 69 - Evaluating Factors Affecting Project Success: An Agile Approach Mohammad Sheikhalishahi Mohammad Amin Amani Ayria Behdinian 10.30495/jiei.2022.1943675.1172 Open Access Article Abstract Page Full-Text 70 - Analyzing methods and approaches to produce automatic automatic space layouts Mohammad Hadi Kaboli seyed aliakbar sadri mohamadreza soleimani Mitra Mirzarezaee Open Access Article Abstract Page Full-Text 71 - A Machine Learning-based Model for predicting Stochastic BTI Effects Siavash Esshaghi Mohammad Bazli Arash Esshaghi Open Access Article Abstract Page Full-Text 72 - 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 73 - Presenting a Comprehensive Model for Measuring the Liquidity Risk of Banks Listed on the Tehran Stock Exchange (Case Study: Mellat Bank) Toraj Azari Mojtaba Tastori Reza Tehrani 10.30495/fed.2022.694721 Open Access Article Abstract Page Full-Text 74 - Applying machine learning models in creation of share optimum portfolio and their comparison Mohammad Sarchami Ahmad khodamipour Majid Mohammadi Hadis Zeinali Open Access Article Abstract Page Full-Text 75 - Presenting the combined algorithm of machine learning and the combination of risk metrics and fuzzy theory in choosing an investment portfolio danial mohammadi Seyed jafar Sajadi Emran Mohammadi naeim shokri Open Access Article Abstract Page Full-Text 76 - The comparative study of the accuracy of prediction of Support Vector Machine, Bayesian Network and C5 models in prediction underpricing for listed companies at TSE and OTC bita dehghan khanghahi jamal bahrisales Saeed Jabbarzadeh Kangarlouie ali ashtab Open Access Article Abstract Page Full-Text 77 - Comparison of different machine learning models in stock market index forecasting maryam sohrabi Seyed Mozaffar mirbargkar Ebrahim Chirani SINA KHERADYAR Open Access Article Abstract Page Full-Text 78 - Development a new ensemble learning approach for stock portfolio selection using multiclass SVM and genetic algorithm nasrin bagheri mazraeh amir Daneshvar mehdi madanchi zaj Open Access Article Abstract Page Full-Text 79 - 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 80 - Comparison of multiple linear regression and machine learning algorithms inPredicting cash holdings samira seif mostafa yousofi tezerjan Open Access Article Abstract Page Full-Text 81 - Predicting cash holdings using supervised machine learning algorithms in companies listed on the Tehran Stock Exchange (TSE) Saeid Fallahpour Reza Raei Negar Tavakoli Open Access Article Abstract Page Full-Text 82 - Development of stock portfolio trading systems using machine learning methods Ali Heidarian Mohadeseh Moradi Mehr Ali Farhadian Open Access Article Abstract Page Full-Text 83 - Risk Classification of Imbalanced Data for Car Insurance Companies: Machine Learning Approaches Farzan Khamesian Maryam Esna-Ashari Eric Dei Ofosu-Hene Farbod Khanizadeh 10.30495/ijm2c.2022.1958403.1252 Open Access Article Abstract Page Full-Text 84 - The use of support vector machine and Naive Bayes algorithms and its combination with risk measure and fuzzy theory in the selection of stock portfolio Danial Mohammadi Emran Mohammadi Naeim Shokri Nima Heidari 10.30495/afi.2023.1995691.1257 Open Access Article Abstract Page Full-Text 85 - A new approach using Machine Learning and Deep Learning for the prediction of cancer tumor Fatemeh Asgari Arian Minooei Somayeh Abdolahi Reza Shokrani Foroushani Atefeh Ghorbani Open Access Article Abstract Page Full-Text 86 - Improving surface roughness in barrel finishing process using supervised machine learning Mohammad Sajjad Mahdieh Mehdi Bakhshi Zadeh Amirhossein Zare Reisabadi Open Access Article Abstract Page Full-Text 87 - Provide a Strategic Model based on Machine Learning Approach to Automatically Opinion Assessment and Explore Product Information in Digital Marketing Alireza AshouriRoudposhti hormoz mehrani Karim Hamdi Open Access Article Abstract Page Full-Text 88 - Application of Machine Learning Methods for Modeling Steam Import Reduction aimed at Energy Resources Management Ehsan Sharifara Madjid Abbaspour Alireza saraei Open Access Article Abstract Page Full-Text 89 - 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 90 - Industry 4.0- Applications of machine learning in the field of industrial engineering: Systematic review of the literature MARCO ANTONIO DIAZ MARTINEZ REINA VERONICA ROMAN SALINAS SANTOS RUIZ HERNANDEZ GABRIELA CERVANTES ZUBIRIAS MARIO ALBERTO MORALES RODRIGUEZ 10.22094/QJIE.2024.1107423 Open Access Article Abstract Page Full-Text 91 - 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 92 - 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 93 - 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 94 - 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 95 - 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 96 - A New Classification of Existing Techniques for Error/Defect Detection in Image Processing Haider Abdulzahra Saad Alsaide Mohammad Reza Soltanaghaei Wael Hussein Zayer Al-Lami Razieh Asgarnezhad 10.71822/mjtd.2024.1122151 Open Access Article Abstract Page Full-Text 97 - 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 98 - 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 99 - 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 100 - Artificial Intelligence in Plant Ecophysiology Aboozar Zandvakili Open Access Article Abstract Page Full-Text 101 - 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 102 - 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 103 - Predicting the annual cost of medical insurance using machine learning Ali Zhaleh karimi Ramin Dalir Open Access Article Abstract Page Full-Text 104 - 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