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Mohammad‐Reza Feizi‐Derakhshi

Department of Computer Engineering

25H-index
150Paper Count
2.2KCitation Count
Published Papers 39
Publication Date
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QLOA: A Self-Adaptive Q-Learning-Based Optimization Algorithm with Dynamic Mathematical Formulation Selection
errJournal of Bionic Engineering
IF5.8
err2026-08-12
err0
PREAI
errNajibeh Farzi-Veijouyeh; Mohammad-Reza Feizi-Derakhshi
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Hybrid extractive–abstractive summarization of scientific texts via deep clustering and attention mechanism
errAlexandria Engineering Journal
IF6.8
err2026-02-03
err0
errOAAI
errSammer Sami Abdulkareem; Mohammad-Reza Feizi-Derakhshi
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Enhancing random forest algorithm performance using non-concave penalization techniques
errJournal of Statistical Computation and Simulation
IF1.2
err2026-02-01
err0
PREAI
errFarhadi, Zari; Feizi-Derakhshi, Mohammad-Reza; Bevrani, Hossein; Ebady Manaa, Mehdi
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A Comprehensive Comparative Study of Evolutionary, Swarm Intelligence, and Physics/Mathematics-Based Optimization Algorithms by the Novel SRA Algorithm
errArchives of Computational Methods in Engineering
IF12.1
err2026-01-29
err0
PREAI
errNajibeh Farzi-Veijouyeh; Mohammad-Reza Feizi-Derakhshi
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DSN-STC: Leveraging Siamese networks for optimized short text clustering
errPLoS One
IF2.6
err2026-01-02
err0
PREAI
errMolaei, Mahdi; Feizi-Derakhshi, Mohammad-Reza; Balafar, Mohammad-Ali; Tanha, Jafar
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TopicFFCA: A short-text topic-detection approach by fuzzy formal concept analysis
errCluster Computing
IF0
err2025-09-29
err0
PREAI
errZeynab Mottaghinia; Mohammad-Reza Feizi-Derakhshi; Pedram Salehpour
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Hybrid Model for Visual Sentiment Classification Using Content-Based Image Retrieval and Multi-Input Convolutional Neural Network
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2025-01-01
err0
errOAAI
errSalman Al-Tameemi, Israa K.; Feizi-Derakhshi, Mohammad-Reza; Farhadi, Zari; Feizi-Derakhshi, Amir-Reza
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Integrating Deep Metric Learning, Semi Supervised Learning, and Domain Adaptation for Cross-Dataset EEG-Based Emotion Recognition
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errAlameer, Hawraa Razzaq Abed; Salehpour, Pedram; Aghdasi, Hadi S.; Feizi-Derakhshi, Mohammad-Reza
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errSave
Advanced Text Summarization Model Incorporating NLP Techniques and Feature-Based Scoring
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errKadhim, Estabraq Abdulreda; Feizi-Derakhshi, Mohammad-Reza; Aghdasi, Hadi S.
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SSKG: Subject stream knowledge graph, a new approach for event detection from text
errAIN SHAMS ENGINEERING JOURNAL
IF5.9
err2024-12-01
err0
errOAAI
errGholami-Dastgerdi, Pejman; Feizi-Derakhshi, Mohammad-Reza; Salehpour, Pedram
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An ensemble-based semi-supervised learning approach for non-stationary imbalanced data streams with label scarcity
errAPPLIED SOFT COMPUTING
IF6.6
err2024-12-01
err0
PREAI
errAbdi, Yousef; Asadpour, Mohammad; Feizi-Derakhshi, Mohammad-Reza
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A novel individual-relational consistency for bad semi-supervised generative adversarial networks (IRC-BSGAN) in image classification and synthesis
errAPPLIED INTELLIGENCE
IF3.5
err2024-08-06
err0
PREAI
errIraji, Mohammad Saber; Tanha, Jafar; Balafar, Mohammad-Ali; Feizi-Derakhshi, Mohammad-Reza
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Image classification with consistency-regularized bad semi-supervised generative adversarial networks: a visual data analysis and synthesis
errVISUAL COMPUTER
IF2.9
err2024-04-06
err0
PREAI
errIraji, Mohammad Saber; Tanha, Jafar; Balafar, Mohammad-Ali; Feizi-Derakhshi, Mohammad-Reza
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errSave
Elevating Fake News Detection Through Deep Neural Networks, Encoding Fused Multi-Modal Features
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errHashim Jawad Almarashy, Ahmed; Feizi-Derakhshi, Mohammad-Reza; Salehpour, Pedram
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errSave
Enhancing Data Collection in Heterogenous Wireless Sensor Networks: A Novel Tree-Structured Genetic Algorithm Approach
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAlasadi, Hasan Salah; Farzinvash, Leili; Feizi-Derakhshi, Mohammad-Reza; Mortazavi, Seyed Amir
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Cross-Subject EEG-Based Emotion Recognition Using Deep Metric Learning and Adversarial Training
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errAlameer, Hawraa Razzaq Abed; Salehpour, Pedram; Hadi Aghdasi, Seyyed; Feizi-Derakhshi, Mohammad-Reza
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errSave
ERDeR: The Combination of Statistical Shrinkage Methods and Ensemble Approaches to Improve the Performance of Deep Regression
errIEEE ACCESS
IF3.6
err2024-01-01
err5
errOAAI
errFarhadi, Zari; Feizi-Derakhshi, Mohammad-Reza; Bevrani, Hossein; Kim, Wonjoon; Ijaz, Muhammad Fazal
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errSave
An Ensemble-Based Model for Sentiment Analysis of Persian Comments on Instagram Using Deep Learning Algorithms
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errEyvazi-Abdoljabbar, Soheyla; Kim, Seongki; Feizi-Derakhshi, Mohammad-Reza; Farhadi, Zari; Abdulameer Mohammed, Dheyaa
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Knowledge graph-based recommendation system enhanced by neural collaborative filtering and knowledge graph embedding
errAIN SHAMS ENGINEERING JOURNAL
IF5.9
err2024-01-01
err18
errOAAI
errShokrzadeh, Zeinab; Feizi-Derakhshi, Mohammad-Reza; Balafar, Mohammad -Ali; Mohasefi, Jamshid Bagherzadeh
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ERDeR: The Combination of Statistical Shrinkage Methods and Ensemble Approaches to Improve the Performance of Deep Regression (vol 12, pg 33361, 2024)
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errFarhadi, Zari; Feizi-Derakhshi, Mohammad-Reza; Bevrani, Hossein; Kim, Wonjoon; Ijaz, Muhammad Fazal
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Leila R Kalankesh
H-index: 33 · Papers: 95
M
Mohammad Azarafza
H-index: 32 · Papers: 57
R
Reza Derakhshani
H-index: 31 · Papers: 148
M
Mohammad Ali Badamchizadeh
H-index: 30 · Papers: 161
H
Haluk Akgün
H-index: 29 · Papers: 125
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