- Faezeh Forootan, Seyed Raouf Khayami, Pirooz Shamsinejad, Reza Javidan, "Improving Persian Sentiment Analysis Results in Healthcare using a Hybrid BERT_TF-IDF Approach", Journal of Biomedical Physics and Engineering, vol. 16, 2026
- MOHAMMADHOSSEIN RANJBAR, Reza Javidan, Pirooz Shamsinejad, "A New Deep Learning-Based Video Summarisation Method for Industrial IoT Surveillance Systems", IET Image Processing, vol. 20, 2026
- Nematollahi Hamideh, Daryoush Shahbazi Gahrouei, masoud moslehi, Amin Farzadniya, fariba alikhani, Pirooz Shamsinejad, "Prostate cancer and benign prostatic hyperplasia lesions segmentation using diffusion kurtosis imaging, T2*, and R2* mapping with U-Net++ algorithm", Radiological Physics and Technology, vol. 1, 2025
- Saeid Zareie, Rasool Esmaeilyfard, Pirooz Shamsinejad, "A Privacy-Preserving Federated Learning Framework for Ambient Temperature Estimation with Crowdsensing and Exponential Mechanism", INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol. 2025, 2025
- Afsane Afzali, Pirooz Shamsinejad, "Private and heterogeneous personalized hierarchical federated learning using Conditional Generative Adversarial networks", EXPERT SYSTEMS WITH APPLICATIONS, vol. 276, 2025
- Afsane Afzali, Pirooz Shamsinejad, "PHiFL-TL: Personalized hierarchical federated learning using transfer learning", Future Generation Computer Systems-The International Journal of eScience, vol. 166, 2025
- Ali Shamekhi, Pirooz Shamsinejad, Reza Javidan, "An intelligent behavioral-based DDOS attack detection method using adaptive time intervals", Peer-to-Peer Networking and Applications, vol. 17, 2024
- dehbozorgi mahsa, Pirooz Shamsinejad, ashoormahani elmira, "Better Neighbors, Longer Life: an Energy Efficient Cluster Head Selection Algorithm in Wireless Sensor Networks based on Particle Swarm Optimization", Journal of Artificial Intelligence and Data Mining, vol. 11, 2023
- Sahar Mehravaran, Pirooz Shamsinejad, "Devising a Machine Learning-Based Instagram Fake News Detection System Using Content and Context Features", Iranian Journal of Science and Technology-Transactions of Electrical Engineering, vol. 1, 2023
- shervin hashemi, Pirooz Shamsinejad, "GA2RM: A GA-based Action RuleMiningMethod", International Journal of Computational Intelligence and Applications, vol. 20, 2021
- Omid Bushehrian, Mohsen Sayari, Pirooz Shamsinejad, "Software Deterioration Control Based on Issue Reports", e-Informatica Software Engineering Journal, vol. 15, 2021
- Nahid Haji Zadeh, Reza Javidan, Pirooz Shamsinejad, Reza Akbari, "Node deployment in wireless sensor networks using the new Multi Objective Levy Flight Bee Algorithm (MOLFB)", IET Wireless Sensor Systems, vol. 10, 2020
- Ahmad Hassan Pour, Majid Moradi Kia, Hojjat Adeli, Seyed Raouf Khayami, Pirooz Shamsinejad, "A novel end to end deep learning scheme for classifying multi?class motor imagery electroencephalography signals", EXPERT SYSTEMS, vol. 36, 2019
- Ahmad Hassanpour, Majid Moradikia, Hojjat Adeli, Seyed Raouf Khayami, Pirooz Shamsinejad, "A novel end to end deep learning scheme for classifying multi class motor imagery electroencephalography signals", EXPERT SYSTEMS, vol. 36, 2019
- Pirooz Shamsinejad, bordbar samira, "A New Opinion Mining Method based on Fuzzy Classifier and Particle Swarm Optimization (PSO) Algorithm", Cybernetics and Information Technologies, vol. 18, 2018
- Pirooz Shamsinejad, yaser nemati, "CMDTS The Causality-based Medical Diagnosis and Treatment System", journal of advances in computer research, vol. 9, 2018
- Zahra Entekhabi, Pirooz Shamsinejad, "FARM Fuzzy Action Rule Mining", International Journal of Advanced Computer Science and Applications, vol. 9, 2018
- Pirooz Shamsinejad, Hossein Shapoorifard, "A Novel Cluster-based intrusion detection approach integrating multiple learning techniques", international journal of computer applications, vol. 166, 2017
- Pirooz Shamsinejad, Hossein Shapoorifard, "Intrusion Detection using a Novel Hybrid Method Incorporating an Improved KNN", international journal of computer applications, vol. 173, 2017
- mohammad saraee, Pirooz Shamsinejad, nasrin kalanat, "A Fuzzy Method for Discovering Cost-Effective Actions from Data", JOURNAL OF INTELLIGENT and FUZZY SYSTEMS, vol. 28, 2015
- Pirooz Shamsinejad, mohammad saraee, blockeel hendrik, "Causality-based cost-effective action mining", Intelligent Data Analysis, vol. 17, 2013
- Pirooz Shamsinejad, Mohammad Saraee, "A new unsupervised feature selection method for text clustering based on genetic algorithms", JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, vol. 38, 2012
- nasrin kalanat, Pirooz Shamsinejad, mohammad saraee, "Robust and Cost-effective Approach for Discovering Action Rules", International Journal of Machine Learning and Computing, vol. 1, 2011
- Pirooz Shamsinejad, mohammad saraee, "A Bayesian network approach for causal action rule mining", International Journal of Machine Learning and Computing, vol. 1, 2011
- فائزه فروتن, سيد رئوف خيامي, پيروز شمسي نژاد بابكي, "استفاده از BERT-FastText براي استخراج روابط معنايي و بهبود نتايج تحليل احساسات نظرات فارسي خدمات مراقبتهاي بهداشتي", علوم پزشكي صدرا, شماره 13, 1403