List of Articles LSTM Open Access Article Abstract Page Full-Text 1 - Improving the rate of classification of large unbalanced data with deep learning algorithms Shokoofa Mostofi Sohrab Kordrostami Amirhossein Refahi Sheikhani Marzieh Faridi Masouleh Soheil Shokri 10.30495/jnrm.2023.69891.2336 Open Access Article Abstract Page Full-Text 2 - Design an integrated optimal hybrid algorithmic trading system with simultaneous multi-price estimation shiva ghasempour Shadi Shahverdiani Amirreza Keyghobadi Mahdi Madanchi Zaj Open Access Article Abstract Page Full-Text 3 - PREDICTION OF BITCOIN PRICES BASED ON BLOCKCHAIN INFORMATION: A DEEP REINFORCEMENT LEARNING APPROACH Khadija Mnasri Fahmi Ben Rejab Syrine Ben Romdhane Open Access Article Abstract Page Full-Text 4 - Modeling of Qaleh Rudkhan river sediment rate prediction, using LSTM neural network Mahbobeh Shadabi bejand Ebrahim Amiri 10.30495/jest.2022.54871.5157 Open Access Article Abstract Page Full-Text 5 - Designing an intelligent model to optimize the safety risk of the takeoff flight using BIM-LSTM mansour yahyavi Abbass toloie eshlaghi Mohammad Ali Afsharkazemi Reza Radfar 10.30495/jik.2024.23254 Open Access Article Abstract Page Full-Text 6 - Improving Students' Performance Prediction using LSTM and Neural Network Hussam Abduljabar Salim Ahmed Razieh Asgarnezhad 10.30486/mjtd.2023.1995783.1050 Open Access Article Abstract Page Full-Text 7 - A Stock Market Prediction Model Based on Deep Learning Networks seyyedeh mozhgan Beheshti Masalegou Mohammad-Ali Afshar-Kazemie jalal haghighat monfared Ali Rezaeian 10.30495/jsm.2022.1954072.1623 Open Access Article Abstract Page Full-Text 8 - A Hybrid Type-2 Fuzzy-LSTM Model for Prediction of Environmental Temporal Patterns Aref Safari Rahil Hosseini Open Access Article Abstract Page Full-Text 9 - Optimization and Improvement of Spam Email Detection using Deep Learning Approaches Mohsen Nooraee Hamid Reza Ghaffari 10.22094/jcr.2022.1967782.1281 Open Access Article Abstract Page Full-Text 10 - Human action recognition using convolutional LSTM with three-time variables Arash Asefnejad Javad Mohammadzadeh Mitra Mirzarezaee Open Access Article Abstract Page Full-Text 11 - Forecasting the discharge of the Zayandeh Rood River at the Ghleeh Shahrokh station using deep learning techniques Mohammad Mehrani Open Access Article Abstract Page Full-Text 12 - Designing an Algorithmic Trading System, Based on Deep Learning (Case Study: Tehran Stock Exchange) Paria Soleimani Behzad Soleimani Mina Bagheriyan Erfan Taati 10.82374/jiei.2024.1039671 Open Access Article Abstract Page Full-Text 13 - Presenting the Forecasting Model of Bitcoin Return Using the hybrid Method of Deep Learning - Signal Decomposition Algorithm (CEEMD-DL) sakineh sayyadi nezhad Ali Esmaeil Zadeh Mohammad Reza Rostami 10.30495/fed.2023.700133 Open Access Article Abstract Page Full-Text 14 - The Role of Neural Networks in Improving Construction Project Scheduling Akbar Alidadi Shamsabadi Iman Pishkar Milad Torabi Anaraki 10.82234/ijsee.2024.1074782 Open Access Article Abstract Page Full-Text 15 - The Assessment of the optimal Deep Learning Algorithm on Stock Price Prediction (Long Short-Term Memory Approach) Amir Sharif far Maryam Khalili Araghi Iman Raeesi Vanani Mirfeiz Fallah Open Access Article Abstract Page Full-Text 16 - Presenting a market direction prediction model for gold coin trades in Iran’s Commodity Exchange market using Long Short-Term Memory (LSTM) algorithm Soheil Zoghi Reza Raei Saeed Falahpor Open Access Article Abstract Page Full-Text 17 - Price predicting with LSTM artificial neural network and portfolio selection model of financial assets and digital currencies Faranak Khonsarian Babak teimourpour Mohammad Ali Rastegar Open Access Article Abstract Page Full-Text 18 - Developing an LSTM neural network model for predicting blocktrade transaction valuation Adeleh Bahreini Maryam Akbaryan Fard Mehdi Khoshnood 10.30495/afi.2023.1991282.1242 Open Access Article Abstract Page Full-Text 19 - An Interval Type-2 Fuzzy LSTM Algorithm for Modeling Environmental Time-Series Prediction Aref Safari Rahil Hosseini 10.22034/ap.2022.1963124.1133 Open Access Article Abstract Page Full-Text 20 - Forecasting Auto Spare Parts Demand in Iran: A Hybrid Neural Network Approach with Meta-heuristic Optimization Hanyeh Zareian Vahid Baradaran AliReza Rashidi Komijan Open Access Article Abstract Page Full-Text 21 - Detection of Cyberbullying in social networks with deep learning based on CNN and LSTM neural network Mohsen Eghbali Kamal Mirzaie Reza Aziz 10.82195/ntds.2025.1123148 Open Access Article Abstract Page Full-Text 22 - Prediction of the Iran Stock Market Using an LSTM Network and DTW Algorithm Abbas Zare Zahra Rezaei Open Access Article Abstract Page Full-Text 23 - Groundwater Quality Prediction and Investigating the Effect of its Changes on Land Prices Reza Moghaddasi Danial Valadkhan Amir Mohammadinejad 10.30495/jae.2024.31888.2383 Open Access Article Abstract Page Full-Text 24 - Presenting a hybrid model for predicting the direction of stock price movement using LSTM neural network with technical and macroeconomic indicators in Tehran Stock Exchange. Reza Tehrani Saeed Fallah pour Seyed Morteza Jafari Open Access Article Abstract Page Full-Text 25 - Detection of Fraudulent Financial Statements based on Long Short-Term Memory (LSTM) Deep Learning Technique javad sharafkhani Muhammad ali bidari 10.71818/ecj.2025.1193431 Open Access Article Abstract Page Full-Text 26 - A Medium-Term Load Forecasting of Iran Khodro Company Using Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) Deep Neural Networks Mahasta Pahlawan Mohammad Arabian Roohollah Barzamini Shoorangiz Shams Shamsabad Farahani Seyyed Abolfazl Yasini Shiadeh Nargess Sadeghzadeh-Nokhodberiz 10.82234/ijsee.2025.1199780 Open Access Article Abstract Page Full-Text 27 - The Effectiveness of Combining Empirical Decomposition Mode and Machine Learning Tools on Bitcoin Volatility Prediction Leili Nikbakht Shahram Fattahi Abbas Aflatooni Aghdas Ghomsheh https://doi.org/10.71716/amfa.2025.41203170 Open Access Article Abstract Page Full-Text 28 - Enhancing Intrusion Detection Accuracy Using XGBoost, Deep Autoencoders, and LSTM Behnam Dorostkar Zohreh Dorrani Hasan Afshar Afshien 10.71856/IMPCS.2025.1209394 Open Access Article Abstract Page Full-Text 29 - Modeling the Impact of Quantitative Variables on Individual Investor Behavior Using Artificial Neural Networks in the Tehran Stock Exchange mehran abbasi karchegan Mehrzad Minouei Hossein Mombeini Open Access Article Abstract Page Full-Text 30 - "Multimodal Emotion Recognition Using Wavelet-Based Facial Feature Extraction and Imaging Photoplethysmography with Optimized Deep LSTM Classification" Mahnam Mirzae Mahdi Azarnoosh Hamidreza Kobravi Open Access Article Abstract Page Full-Text 31 - An Attention-Based Bi-LSTM Architecture for Distinct Temporal Feature Extraction in EEG-Based Motor Imagery Classification Seyyed mahdi Ghezi Hesam Hasanpour Yasser Elmi Sola 10.82195/ntds.2025.1214039 Open Access Article Abstract Page Full-Text 32 - Modeling and Forecasting Stock Market Volatility Using Recurrent Deep Learning Architectures: Evidence from RNN, LSTM, and GRU Models Nasim Abdollah Zarkesh roya seyfipour
