maryam Amiri

Research activities

Journal Papers

Enhancing daily reference evapotranspiration (ETref) prediction across diverse climatic zones: A pattern mining approach with DIRECTORS model maryam Amiri, Saeed Sharafi, Mehdi Mohammadi Ghaleni (2025)

Illegal Miner Detection based on Dynamic Mode Decomposition and Unsupervised Machine Learning Algorithms Alireza Simorgh, Khosro Khandani, maryam Amiri (2025)

Repeated game theory kernel for support vector machine Amin Mirzaei, maryam Amiri, Mohammad Hossein Shakoor (2025)

Text clustering with a hybrid multi-objective optimization approach: The multi-objective firefly differential Jaya Algorithm Muhammad Naderi, maryam Amiri (2025)

Enhancing shear strength predictions of rocks using a hierarchical ensemble model Xiaohua Ding, maryam Amiri, Mahdi Hasanipanah (2024)

A Pre-Trained Ensemble Model for Breast Cancer Grade Detection Based on Small Datasets Farhang Jaryani, maryam Amiri (2023)

Feature Selection Using Neighborhood based Entropy fatemeh farnaghizadeh, Mohsen Rahmani, maryam Amiri (2022)

Illegal Miner Detection Based on Pattern Mining: A Practical Approach maryam Amiri, Hesam Askari (2022)

Predicting ground vibration induced by rock blasting using a novel hybrid of neural network and itemset mining maryam Amiri, Mahdi Hasanipanah, Hassan Bakhshandeh Amnieh (2020)

A new efficient approach for extracting the closed episodes for workload prediction in cloud maryam Amiri, Leyli Mohammad-Khanli, Raffaela Mirandola (2020)

An online learning model based on episode mining for workload prediction in cloud maryam Amiri, Leyli Mohammad-Khanli, Raffaela Mirandola (2018)

A sequential pattern mining model for application workload prediction in cloud environment maryam Amiri, Leyli Mohammad-Khanli, Raffaela Mirandola (2018)

Survey on prediction models of applications for resources provisioning in cloud maryam Amiri, Leyli Mohammad-Khanli (2017)

IDS fitted Q improvement using fuzzy approach for resource provisioning in cloud maryam Amiri, Mohammad-Reza Feizi-Derakhshi, Leyli Mohammad-Khanli (2017)

A new combination of artifcial neural network and K‑nearest neighbors models to predict blast‑induced ground vibration and air‑overpressure maryam Amiri, Hassan Bakhshandeh Amnieh, Mahdi Hasanipanah, Leyli Mohammad-Khanli (2016)

Conference Papers

A Novel Hybrid Method for Clustering Text Documents using Evolutionary Optimization Muhammad Naderi, maryam Amiri (2023)

Generative Adversarial Networks: zero-sum game in game theory Uranus Kazemi, maryam Amiri (2022)

A Review of Deep Learning: Theory & Architectures Reza Fayyazi, maryam Amiri (2022)

New Framework for Disk Access Number Prediction based on Neural Network, fuzzy Classification and Markov Chain maryam Amiri, Leyli Mohammad-Khanli (2019)

Theses

Applying Explainable Artificial Intelligence (XAI) to Interpret Intrusion Detection System Decisions in Computer Networks maryam Amiri, Wisam Saleh Hadi (2026)

Progression-Aware Contrastive Learning for Temporal Grading of Diabetic Retinopathy Majid Sepahvand, maryam Amiri, Karrar Raheem Mashaan Alabboodi (2026)

Optimal clustering approach using silhouette criterion and combined auto encoder k-medoids models maryam Amiri, Ali Rabeea Qasim Alhussein (2024)

An anomaly detection method based on optimized AdaBoost and SVDD algorithms to solve the challenge of uncertain data maryam Amiri, Azhar Abusaebaa (2024)

An Improved congenital heart disease prediction approach using GAN and optimized CNN maryam Amiri, Haider Mohammed Nashoor Al-Asadi (2024)

Presenting a new Ensemble Hierarchical Clustering algorithm based on improved distance criterion and based on merits at cluster and partition levels maryam Amiri, Majid Al-Zeyadi (2024)

Advancements in Cardiac Health Monitoring: Deep Learning Approaches for Automated Arrhythmia Detection and Classification in Remote Settings maryam Amiri, Montazar Alsharafe (2024)

Providing a method for load balancing in cloud computing using deep learning and PSO algorithm maryam Amiri, Mays AL-QAYSI (2023)

Providing a reliable and low-consumption routing protocol for larger-scale sensor network using the PSO algorithm maryam Amiri, Mohammad Rashid Mahdi Mahdi (2023)

Reducing energy consumption by using machine learning techniques to identify and classify traffic in SDWSN maryam Amiri, Ahmed Najm (2023)

Software Test Data Generation Using Meta Heuristic Algorithms and Reinforcement Learning maryam Amiri, Yasser Salam Altamimi (2023)

Thyroid Disease Diagnosis Using LSTM Neural Network Optimized with Whale Optimization Algorithm maryam Amiri, Hassan Abbas Sahib (2023)

Retinal Blood Vessels Detection Using Convolutional Neural Network Optimized with Particle Swarm Optimization Algorithm maryam Amiri, MOHAMMED BAQER ALBUSHTEWEE (2023)

تشخیص سایت‌های فیشینگ با بهره‌گیری از عملیات انتخاب ویژگی و ترکیب طبقه‌بندها مبتنی بر الگوریتم عقاب طلایی Vahid Rafeh, maryam Amiri, Mahdi Rezaie (2022)

Projects

بهبود کارایی تیم‌های امداد شرکت گاز استان مرکزی بر مبنای هوش مصنوعی maryam Amiri, fatemeh farnaghizadeh (2022)

Predicting Ground Vibration induced by Rock Blasting using a Novel Hybrid of Neural Network and Itemset Mining maryam Amiri, Hassan Bakhshandeh Amnieh, Mahdi Hasanipanah (2020)

.row3_default .researchActivities .researchTypeContent { opacity: 1; position: static; height: initial; } .row3_default .researchActivities .researchActivitiesWrapper .researchTypeTitle { visibility: visible; font-family: Arial; font-size: 1.3rem; transition: background-color .5s, color .5s; display: block; float: left; color: rgb(102, 102, 102); background-color: rgb(255, 255, 255); direction: ltr; text-align: left; padding: .5% 2%; cursor: pointer; border-radius: 5%; margin-top: 1%; } .row3_default .researchActivities .researchTypeContent table .Gv-Empty { text-align: left; direction: ltr; }

maryam Amiri

Research activities

Links