List of Articles Support Vector Machine Open Access Article Abstract Page Full-Text 1 - Using neural network approach to predict company’s profitability and comparison with decision tree c5 and support vector machine (svm) Malihe Habibzade Mostafa Ezadpour Open Access Article Abstract Page Full-Text 2 - Forecasting the Type of Audit Opinions: A Data Mining Approach محمدحسین ستایش فهیمه ابراهیمی سیدمجتبی سیف مهدی ساریخانی Open Access Article Abstract Page Full-Text 3 - 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 4 - Autoregressive simulation of Zarrinehrud river basin runoff using Procrustes analysis method and artificial neural network and support vector machine models بهروز سبحانی Mohammad Isazadeh منیر شیرزاد Open Access Article Abstract Page Full-Text 5 - Evaluation of wavelet – least square support vector machine hybrid model to rainfall time series spatiotemporal disaggregation nima farboudfam Vahid Nourani babak aminnejad Open Access Article Abstract Page Full-Text 6 - Comparison of Data Mining Models Performance in Rainfall Prediction Using Classification Approach (Case Study: Hamedan Airport Synoptic Weather Station) Morteza Salehi Sarbijan Hamidreza Dezfoulian 10.30495/wsrcj.2024.75668.11411 Open Access Article Abstract Page Full-Text 7 - Forecasting Municipal Solid Waste Quantity by Intelligent Models and Their Uncertainty Analysis Maryam Abbasi Malihe Fallah Nezhad Rooholah Noori Maryam Mirabi 10.30495/jest.2020.11144 Open Access Article Abstract Page Full-Text 8 - Estimation of Aquifer Qualitative Parameters in Guilans Plain Using Gamma Test and Support Vector Machine and Artificial Neural Network Models Mohammad Isazadeh seyedmostafa Biazar Afshin Ashrafzadeh Rezvan Khanjani 10.22034/jest.2019.13946 Open Access Article Abstract Page Full-Text 9 - Presenting and explaining a model to create the value of the company according to the role of accounting standards management, financial reporting quality and audit quality using meta-innovative models saman khorshid yahya kamyabi mehdi khalilpour Open Access Article Abstract Page Full-Text 10 - A hybrid metaheuristic model in the Forex market to optimize investment strategies based on market trend forecasting alireza sadeghi mehdi madanchi zaj amir daneshvar Open Access Article Abstract Page Full-Text 11 - Optimal Portfolio Selection using Machine Learning Algorithms Mohammad baghar yazdani khodashahri Seyed Hossein Naslemousavi Mir Saeid Hoseini Shirvani Open Access Article Abstract Page Full-Text 12 - Weekly crude oil price forecasting by hybrid support vector machine model and Autoregressive Integrated Moving Average Shapor Mohammadi Reza Raeie Hossein karami Open Access Article Abstract Page Full-Text 13 - An artificial intelligence model based on LS-SVM for third-party logistics provider selection B. Vahdani Sh. Sadigh Behzadi Seyed Meysam Mousavi Open Access Article Abstract Page Full-Text 14 - Design of Anomaly Based Intrusion Detection System Using Support Vector Machine and Grasshopper Optimization Algorithm in IoT Sepehr Sharifi Soulmaz Gheisari 10.30495/jce.2022.695339 Open Access Article Abstract Page Full-Text 15 - Classification of Breast Cancer Masses using Non-Linear Quadratic Support Vector Machine and Comparison with Self-Organizing Neural Network Soodeh Bakhshandeh Seyede Monire Atyabi Sahar Saberi 10.30495/jce.2023.1993480.1227 Open Access Article Abstract Page Full-Text 16 - Short-Term Load Forecasting using an Ensemble of Artificial Neural Networks: Chaharmahal Bakhtiari Case E. Faraji M. Mirzaeian H. Parvin A. Chamkoorii Majid Mohammadpour Open Access Article Abstract Page Full-Text 17 - Offering a model for persian texts classify by combination of classification methods iman jamali Seyed Javad Mirabedini علی Harounabadi Open Access Article Abstract Page Full-Text 18 - Quantitative Structure-Property Relationship Study for Prediction of the Solvent Polarity Using Quantum Mechanics Descriptors and Support Vector Machine mehdi nekoei بهزاد چهکندی Open Access Article Abstract Page Full-Text 19 - Modeling and quantitative structure-property relationship (QSPR) study to predict the acidic constants of some chemical compounds using multiple linear regression and support vector machine mehdi nekoei Abbass Taheri Majid Mohammadhosseini Open Access Article Abstract Page Full-Text 20 - Comparative Study of LS-SVM, RVM and ELM for Modelling of Electro-Discharge Coating Process Morteza Taheri Nader Mollayi Seyyed Amin Seyyedbarzani Abolfazl Foorginejad Vahide Babaiyan 10.30495/admt.2021.1897266.1190 Open Access Article Abstract Page Full-Text 21 - Centroid Distance Shape Recognition for Real Time Low Complexity Traffic Sign Recognition Hamidreza Emami Ramin Shaghaghi Kandowan Seyyed Abolfazl Hosseini Open Access Article Abstract Page Full-Text 22 - Spectral discrimination of important orchard species using hyperspectral indices and artificial intelligence approaches Mohsen Mirzaie Mozhgan Abbasi Safar Marofi Eisa Solgi Roohollah Karimi Open Access Article Abstract Page Full-Text 23 - Comparison of different algorithms for land cover mapping in sensitive habitats of Zagros using Sentinel-2 satellite image: (Case study: a part of Ilam province) Saeedeh Eskandari Open Access Article Abstract Page Full-Text 24 - Three-dimensional calibration of land use changes using the integrated model of Markov chain automatic cell in Gorgan-rud river basin Mahboobeh Hajibigloo Vahed berdi Sheikh Hadi Memarian Chooghi Bairam komaki 10.30495/girs.2020.674554 Open Access Article Abstract Page Full-Text 25 - Efficiency of mangrove indices in mapping some mangrove forests using Landsat 8 imagery in southern Iran Yousef Erfanifard Mohsen Lotfi Nasirabad 10.30495/girs.2022.685675 Open Access Article Abstract Page Full-Text 26 - Modeling of Aboveground Carbon stock using Sentinel -1, 2 satellite Imagery and Parametric and Nonparametric Relationships (Case Study: District 3 of Sangdeh Forests) Seyed Mahdi Rezaei Sangdehi Asghar Fallah Homan Latifi Nastaran Nazariani 10.30495/girs.2023.690665 Open Access Article Abstract Page Full-Text 27 - Comparison of the effectiveness of machine learning methods in modeling fire-prone areas (Ilam Province, Darehshahr City) maryam mohammadian Maryam Morovati Reza Omidipour 10.30495/girs.2022.697864 Open Access Article Abstract Page Full-Text 28 - Comparing artificial neural network, support vector machine and object-based methods in preparation land use/cover mapsusing landSat-8 images Farnoush Aslami Ardavan Ghorbani Behrouz Sobhani Mohsen Panahandeh Open Access Article Abstract Page Full-Text 29 - Evaluating non-parametric supervised classification algorithms in land cover map using LandSat-8 Images Vahid Mirzaei Zadeh Maryam Niknejad Jafar Oladi Qadikolaei Open Access Article Abstract Page Full-Text 30 - Parkinson’s disease detection using EEG signals analysis based on Walsh Hadamard transform Yasamin Ezazi Peyvand Ghaderyan Open Access Article Abstract Page Full-Text 31 - Differential Information Extraction of Electroencephalogram Signals for Obsessive-Compulsive Disorder Detection Farzaneh Manzari Peyvand Ghaderyan Open Access Article Abstract Page Full-Text 32 - The opinion mining of Digikala reviews by semi-supervised support vector machine zohre Karimi Hadis Haghiri 10.71856/impcs.2023.903623 Open Access Article Abstract Page Full-Text 33 - 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 34 - A new Approach to Detecting Intrusion and Malicious Behaviors in Big Data Homa Movahednejad Mohsen Porshaban Ehsan Yazdani Chamzini Elahe Hemati Ashani Mahdi Sharifi 10.30486/TEEGES.2024.904864 Open Access Article Abstract Page Full-Text 35 - Forecasting the Tehran Stock market by Machine Learning Methods using a New Loss Function Mahsa Tavakoli Hassan Doosti 10.22034/amfa.2020.1896273.1399 Open Access Article Abstract Page Full-Text 36 - Interval Forecasting of Stock Price Changes using the Hybrid of Holt’s Exponential Smoothing and Multi-Output Support Vector Regression Sayyed Mohammadreza Davoodi Mahdi Rabiei 10.22034/amfa.2020.1883402.1332 Open Access Article Abstract Page Full-Text 37 - Application of artificial intelligence techniques in the estimation of Young’s modulus by conventional well logs Shahoo Maleki Hamidreza Ramazi Mohammadjavad Ameri Shahrabi 10.30495/ijes.2023.1957170.1749 Open Access Article Abstract Page Full-Text 38 - A Robust Methodology for Prediction of DT Wireline Log Sh. Maleki A. Moradzadeh R. Ghavami F. Sadeghzadeh Open Access Article Abstract Page Full-Text 39 - Remote Sensing and Land Use Extraction for Kernel Functions Analysis by Support Vector Machines with ASTER Multispectral Imagery E. Akbari N. Amiri H. Azizi Open Access Article Abstract Page Full-Text 40 - Using Data Mining to Predict Bank Customers Churn parvin najmi abbas rad maryam shoar Open Access Article Abstract Page Full-Text 41 - Explaining the categories of support vector machine and neural network for Ranking of bank branches davod khosroanjom mohamamd elyasi behzad keshanchi Bahare Boobanian shovana abdollahi Open Access Article Abstract Page Full-Text 42 - Assessment of Adaptive neural fuzzy inference systems and support vector regression in runoff estimation(A case study:Dez Basin) Ghazaleh Ahmadian Ahmadabad Mahmoud Zakeri Niri Saber Moazami Goudarzi Open Access Article Abstract Page Full-Text 43 - Performance evaluation of FFT_PCA Method based on dimensionality reduction algorithms in improving classification accuracy of OLI data Parviz Zeaiean Firooz Abadi1 Hasan Hasani Moghaddamb Open Access Article Abstract Page Full-Text 44 - Detection of Cardiac Hypertrophy by RVM and SVM Algorithms fereshte morsali Open Access Article Abstract Page Full-Text 45 - Landslide susceptibility modelling using integrated application of computational intelligence in Ahar County, Iran Solmaz Abdollahizad Mohammad Ali Balafar Bakhtiar Feizizadeh Amin Babazadeh Sangar Karim Samadzamini Open Access Article Abstract Page Full-Text 46 - Automatic Face Recognition via Local Directional Patterns Maryam Moghaddam Saeed Meshgini Open Access Article Abstract Page Full-Text 47 - Face Recognition using Eigenfaces , PCA and Supprot Vector Machines Parvaneh Shayghan Gharamaleki Hadi Seyedarabi Open Access Article Abstract Page Full-Text 48 - Facial expression recognition based on Local Binary Patterns Saeede Jabbarzadeh Reyhani Saeed Meshgini Open Access Article Abstract Page Full-Text 49 - 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 50 - Feature Selection Using Multi Objective Genetic Algorithm with Support Vector Machine Mojgan Elikaei Ahari Babak Nasersharif Open Access Article Abstract Page Full-Text 51 - Visual Tracking using Learning Histogram of Oriented Gradients by SVM on Mobile Robot Iman Zabbah Shima Foolad Ali Maroosi Alireza Pourreza Open Access Article Abstract Page Full-Text 52 - Modelling and Predicting Earnings Quality Using Decision Tree and Support Vector Machine Loghman Hatami Shirkouhi Soghra Barari Nokashti Maryam Ooshaksarae 10.22094/jdem.2023.708161 Open Access Article Abstract Page Full-Text 53 - A hybrid model based on machine learning and genetic algorithm for detecting fraud in financial statements Akbar Javadian Kootanaee Abbas ali Poor Aghajan Mirsaeid Hosseini Shirvani 10.22094/joie.2020.1877455.1685 Open Access Article Abstract Page Full-Text 54 - A Neural Network Model Based on Support Vector Machine for Conceptual Cost Estimation in Construction Projects Behnam Vahdani Seyed Meysam Mousavi Morteza Mousakhani Mani Sharifi Hassan Hashemi Open Access Article Abstract Page Full-Text 55 - Presenting a Hybrid Model based on the Machine Learning for the Classification of Banking and Insurance Industry Common Customers Hamidreza Amirhassankhani Abbas Toloie Eshlaghy Reza Radfar Alireza pourebrahimi 10.30495/qjopm.2021.1939511.3221 Open Access Article Abstract Page Full-Text 56 - Evaluation of soil loss rate in land uses of Nirchai watershed using RUSLE model and Landsat satellite images (OLI) mousa Abedini AmirHesam Pasban Behrouz Nezafat takle 10.83074/GES.2024.2207-2264 Open Access Article Abstract Page Full-Text 57 - Investigating the Effect of Land Use Change on Soil Erosion and Sediment Yield in Razeychay Watershed During Past 20 Years Mousa Abedini Farydeh Bahramnia Gojabeiglo Raoof Mostafazadeh AmirHesam Pasban Open Access Article Abstract Page Full-Text 58 - Evaluation and assessment of changes in forest area Harra (mangrove) Using remote sensing techniques Case Study: Bandar Abbas محمد علی زنگنه اسدی ابراهیم تقوی مقدم elahe akbari Open Access Article Abstract Page Full-Text 59 - Identifying Factors Affecting Non-curent Debts of Banks Using Neural Networks and Support Vector Machine Algorithm sajjad kordmanjiri iman dadashi zahra Khoshnood hamid reza gholamnia roshan 10.30495/eco.2020.672520 Open Access Article Abstract Page Full-Text 60 - Emotion Recognition of Speech Signals Based on Filter Methods Narjes Yazdanian Hamid Mahmoodian Open Access Article Abstract Page Full-Text 61 - An Intelligent Method for Death Prediction Using Patient Age and Bleeding Volume on CT scan Yosra Azizi Nasrabadi Ali Jamali Nazari Hamid Ghadiri Farshid Babapour Mofrad Open Access Article Abstract Page Full-Text 62 - Proposing an Automated System for Differentiating between Healthy Individuals and Patients with Diabetic Retinopathy Mina Ghayoor Hossein Pourghassem Open Access Article Abstract Page Full-Text 63 - Long-Term Demand Forecasting in Electrical Energy Supply Chain of Espidan Ironstone Industry using Deep Learning and Extreme Learning Machine Sepehr Moalem Roya M. Ahari Ghazanfar Shahgholian Majid Moazzami Seyed Mohammad Kazemi Open Access Article Abstract Page Full-Text 64 - Improved Intrusion Detection System Based On Distributed Self-Adaptive Genetic Algorithm to Solve Support Vector Machine in Form of Multi Kernel Learning with Auto Encoder Elaheh Faghihnia Seyed Reza Kamel Tabakh Farizni Maryam Kheirabadi Open Access Article Abstract Page Full-Text 65 - Evaluation of Deep Neural Networks in Emotion Recognition Using Electroencephalography Signal Patterns Azin Kermanshahian Mahdi Khezri Open Access Article Abstract Page Full-Text 66 - Brain Stroke Classification Based on Deep Learning Approach in Microwave Brain Imaging System Majid Roohi Jalil Mazloum Mohammad Ali Pourmina Behbod Ghalamkari Open Access Article Abstract Page Full-Text 67 - Evaluation of Surface Electromyogram Signal Decomposition Methods in the Design of Hand Movement Recognition System Maryam Karami Mahdi Khezri Open Access Article Abstract Page Full-Text 68 - Content-Based Medical Image Retrieval Based on Image Feature Projection in Relevance Feedback Level Mohammad Behnam Hossein Pourghasem Open Access Article Abstract Page Full-Text 69 - Static Voltage Stability Analysis by Using SVM and Neural Network Mehdi Hajian Asghar Akbari Foroud Hossein Norouzian Open Access Article Abstract Page Full-Text 70 - Wavelet Packet Entropy in Speaker-Independent Emotional State Detection from Speech Signal Mina Kadkhodaei Elyaderani Hamid Mahmoodian Ghazaal Sheikhi Open Access Article Abstract Page Full-Text 71 - GIS-based support vector machine model in shallow landslide hazards prediction: A case study on Ilam dam watershed, Iran Yaghoub Niazi Manuel E Mendoza Ali Talebi Hasti Bidaki 10.30495/jonass.2021.680329 Open Access Article Abstract Page Full-Text 72 - Crack Detection in Structures Using Modal Strain Energy and Frequency SIyamak ghadimi seyyed sina kourehli Open Access Article Abstract Page Full-Text 73 - Facial Expression Recognition Using Texture and Edge Descriptors Davar Giveki Nastaran Mirzaei Open Access Article Abstract Page Full-Text 74 - To Present Method for Rice Variety Identification with Fuzzy-imperialist Competitive Algorithm Zeinab Faraji Farhad Ramezani Homayun Motameni Open Access Article Abstract Page Full-Text 75 - Intrusion Detection System in Computer Network Using Hybrid Algorithms (SVM and ABC) Bahareh Gholipour Goodarzi Hamid Jazayeri Soheil Fateri Open Access Article Abstract Page Full-Text 76 - A New Hierarchical Architecture Based on SVM for Persian License Plate Character Recognition Amir Ebrahimi Ghahnavieh Abolghasem A. Raie Open Access Article Abstract Page Full-Text 77 - RISE Feedback Control Design for RLED Robot Manipulator Using Bees Algorithm Behnaz Hadi Alireza Khosravi Abolfazl Ranjbar N. Pouria Sarhadi Open Access Article Abstract Page Full-Text 78 - Presenting a New Text-Independent Speaker Verification System Based on Multi Model GMM Mohammad Mosleh Faraz Forootan Najmeh Hosseinpour Open Access Article Abstract Page Full-Text 79 - Intrusion Detection System in Computer Networks Using Decision Tree and SVM Algorithms Zeinab Kermansaravi Hamid Jazayeriy Soheil Fateri Open Access Article Abstract Page Full-Text 80 - A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding Maziar Kazemi Muhammad Yousefnezhad Saber Nourian Open Access Article Abstract Page Full-Text 81 - Building Semantic Kernel for Persian Text Classification with a Small Amount of Training Data Amir H. Jadidinejad Venus Marza Open Access Article Abstract Page Full-Text 82 - Improvement of Face Recognition Approach through Fuzzy-Based SVM Amir Hooshang Mazinan لیلا یار محمدی Open Access Article Abstract Page Full-Text 83 - A Novel Method Based on Support Vector Machines to Classify Bank Transactions Melika Tojjari Razieh Farazkish Open Access Article Abstract Page Full-Text 84 - An Automatic Model Combining Descriptors of Gray-Level Co-Occurrence Matrix and HMAX Model for Adaptive Detection of Liver Disease in CT Images Sanaz Bagheri Somayeh Saraf Esmaili Open Access Article Abstract Page Full-Text 85 - A New Approach in Epilepsy Diagnosis using Discrete Wavelet Transformation and Analysis of Variance Tayebeh Iloon Ramin Barati Hamid Azad Open Access Article Abstract Page Full-Text 86 - Using the Electrocardiogram Signal to Identify and Detection Heart Diseases by Combining Time and Frequency Characteristics Mohamad Reza Yousefi Zahra Khodadadi Amin Dehghani 10.30495/SPRE.2024.1055986 Open Access Article Abstract Page Full-Text 87 - Investigating the Effects of Land Use Changes on Trend of Desertification Using Remote Sensing (Case Study: Abarkooh Plain, Yazd, Iran) Mohammad Ali Hakimzadeh Ardakani Fatemeh Cheshmberah Mohammad Hossein Mokhtari Open Access Article Abstract Page Full-Text 88 - Designing Credit Risk Early-warning System for Individual and Corporate Customers of the Banks using Neural Network Models, Survival Probability Function and Support Vector Machine Roya Derakhshani Mirfeiz Fallah hosein jahangirnia Reza Gholami jamkarani Hamidreza kordlouie Open Access Article Abstract Page Full-Text 89 - Robot control system using SMR signals detection faeze asadi Open Access Article Abstract Page Full-Text 90 - Fault diagnosis in a distillation column using a support vector machine based classifier ebrahim mirakhorli Open Access Article Abstract Page Full-Text 91 - Bionic Wavelet Transform Entropy in Speaker-Independent and Context-Independent Emotional State Detection from Speech Signal Mina Kadkhodaei Elyaderani Hamid Mahmoodian 10.30495/ijsee.2022.1950259.1167 Open Access Article Abstract Page Full-Text 92 - Predicting Emotional Tendency of Investors Using Support Vector Machine (SVM) and Decision Tree (DT) Techniques reza taghavi iman dadashi mohammad javad zare bahnamiri hasmidreza gholamnia roshan Open Access Article Abstract Page Full-Text 93 - Development of an intelligent method based on fuzzy technical indicators for predicting and trading the euro-dollar exchange rate alireza sadeghi amir Daneshvar Mahdi Madanchi Zaj Open Access Article Abstract Page Full-Text 94 - Bankruptcy prediction using hybrid data mining models based on misclassification penalty Atiye Torkaman AmirAbbas Najafi Open Access Article Abstract Page Full-Text 95 - Portfolio Formation Using Diagonal Quadratic Discriminant Analysis and Weighting Based on Posterior Probability Saeid Fallahpour H. Pirayesh Shirazinejad Open Access Article Abstract Page Full-Text 96 - Novel QSPR Study on the Melting Points of a Broad Set of Drug-Like Compounds Using the Genetic Algorithm Feature Selection Approach Combined With Multiple Linear Regression and Support Vector Machine Alireza Jalali Mehdi Nekoei Majid Mohammadhosseini 10.22034/jchr.2016.544128 Open Access Article Abstract Page Full-Text 97 - Ability of Machine Learning Algorithms and Artificial Neural Networks in Predicting Accounting Profit Information Content Before Announcing Hossein Alizadeh Majid Zanjirdar Gholam Ali Haji 10.30495/afi.2023.1962857.1137 Open Access Article Abstract Page Full-Text 98 - Application and Comparison of Simple Additive Weighting method, Fuzzy Analytic Hierarchy Process and Support Vector Machine in identifying the internal and external factors in SWOT’s analysis Ali HaeriaAn Ardekani Hamidreza Koosha fatemeh mirsaeedi Open Access Article Abstract Page Full-Text 99 - An Intrusion Detection System for Network Cyber Security Using Hybrid Feature Selection Algorithms Golnaz Aghaee Ghazvini zahra Oday Kamil Open Access Article Abstract Page Full-Text 100 - Leveraging Machine Learning for Optimal Trade Entry Point Identification in the Cryptocurrency Market Abulfazl Yavari Hasan Aama Seyyed Mohammad R. Hashemi 10.71856/impcs.2024.1121418 Open Access Article Abstract Page Full-Text 101 - Presenting a Fraud Prediction Model Based on Artificial Intelligence (Naïve Bayes) Ali Zarei Fereydoun Rahnamai Roudpashti Mohammad hamed khan mohammadi Hamidreza Kordlouie Open Access Article Abstract Page Full-Text 102 - Forecasting of Categorical Drought Pattern via Partitioning of Meteorological Variables Alireza Nikbakht Shahbazi Banafsheh Zahraie Open Access Article Abstract Page Full-Text 103 - Reducing the Vulnerability of Vital Arteries to Flood (Case Study: Sabzevar County) Abolghasem Sanaifard Abolghasem Amirahmadi Yaghoob Zanganeh 10.30495/jupm.2021.26428.3693