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Khosro Rezaee

Associate Professor

Update: 2026-04-14

Khosro Rezaee (Faculty Member)

فني و مهندسي ميبد / مهندسي پزشكي

Journal Paper

  1. "A Novel Approach for Sleep Arousal Disorder Detection Based on the Interaction of Physiological Signals and Metaheuristic Learning"
    Afsoon Badiei, Saeed Meshgini, Khosro Rezaee
    Computational Intelligence and Neuroscience, Vol. 2023, pp.1-18, 2023
  2. "Automated machine learning-based classification of proliferative and non-proliferative diabetic retinopathy using optical coherence tomography angiography vascular density maps"
    Elias Khalili Pour, Khosro Rezaee, Hossein Azimi, Seyed Mohammad Mirshahvalad, Behzad Jafari, Kaveh Fadakar, Hooshang Faghihi, Ahmad Mirshahi, Fariba Ghassemi, Nazanin Ebrahimiadib, Masoud Mirghorbani, Fatemeh Bazvand, Hamid Riazi-Esfahani, Mohammad Riazi Esfahani
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, Vol. 261, pp.391-399, 2023
  3. "Fusing handcrafted and deep features for multi-class cardiac diagnostic decision support model based on heart sound signals"
    Mohammad Jabari, Khosro Rezaee, Manizhe Zakeri
    Journal of Ambient Intelligence and Humanized Computing, 2023
  4. "Deep Learning in Drug DesignProgress, Methods, and Challenges"
    Seyed saeed Masoomkhah, Khosro Rezaee, , Hossein Eslami
    Frontiers in Biomedical Technologies, Vol. 11, pp.1-17, 2023
  5. "Crowd Emotion Prediction for Human-Vehicle Interaction Through Modified Transfer Learning and Fuzzy Logic Ranking"
    Mohammad R. Khosravi, Khosro Rezaee, Mohammad Kazem Moghimi, Shaohua Wan, Varun G. Menon
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pp.1-10, 2023
  6. "Predicting the total Unified Parkinson's Disease Rating Scale (UPDRS) based on ML techniques and cloud-based update"
    Sahand Hamzehei, Omid Akbarzadeh, Hani Attar, Khosro Rezaee, Nazanin Fasihihour, Mohammad R. Khosravi
    Journal of Cloud Computing-Advances Systems and Applications, Vol. 12, pp.1-12, 2023
  7. "Ensemble-based multi-tissue classification approach of colorectal cancer histology images using a novel hybrid deep learning framework"
    Masoud Khazaee Fadafen, Khosro Rezaee
    Scientific Reports, Vol. 13, 2023
  8. "A novel buffering fault-tolerance approach for network on chip (NoC)"
    Nima Jafarzadeh, Ahmad Jalili, Jafar A. Alzubi, Khosro Rezaee, Yang Liu, Mehdi Gheisari, Bahram Sadeghi Bigham, Amir Javadpour
    IET Circuits Devices and Systems, Vol. 17, pp.250-257, 2023
  9. "Mobile computing-enabled health physique evaluation in campus based on amplified hashing"
    Yu Xie, Qiyun Zhang, Khosro Rezaee, Yanwei Xu
    Journal of Cloud Computing-Advances Systems and Applications, Vol. 12, pp.102-112, 2023
  10. "Attention transformer mechanism and fusion-based deep learning architecture for MRI brain tumor classification system"
    Sadafossadat Tabatabaei, Khosro Rezaee, Min Zhu
    Biomedical Signal Processing and Control, Vol. 86, 2023
  11. "IoMT-Assisted Medical Vehicle Routing Based on UAV-Borne Human Crowd Sensing and Deep Learning in Smart Cities"
    Khosro Rezaee, Mohammad R. Khosravi, Hani Attar, Varun G. Menon, Mohammad Ayoub Khan, Haitham Issa, Lianyong Qi
    IEEE Internet of Things Journal, pp.1-1, 2023
  12. "Can you Understand why I am Crying? A Decision-making System for Classifying Infants' Cry Languages Based on deepSVM Model"
    Khosro Rezaee, Hossein Ghayoumi Zadeh, Lianyong Qi, Hamidreza Rabiee, Mohammad R. Khosravi
    ACM Transactions on Asian and Low-Resource Language Information Processing, 2023
  13. "A hybrid deep transfer learning-based approach for Parkinson's disease classification in surface electromyography signals"
    Khosro Rezaee, Somayeh Savarkar, Xiaofeng Yu, Jingyu Zhang
    Biomedical Signal Processing and Control, Vol. 71, 2022
  14. "Deep Transfer Learning-Based Fall Detection Approach Using IoMT-Enabled Thermal Imaging-Assisted Pervasive Surveillance and Big Health Data"
    Khosro Rezaee, Mohammad R. Khosravi, , Mohammad Kazem Moghimi
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, Vol. 31, 2022
  15. "Deep learning-based microarray cancer classification and ensemble gene selection approach"
    Khosro Rezaee, Gwanggil Jeon, Mohammad R. Khosravi, Hani H. Attar,
    IET Systems Biology, Vol. 16, pp.120-131, 2022
  16. "Smart Visual Sensing for Overcrowding in COVID-19 Infected Cities Using Modified Deep Transfer Learning"
    Khosro Rezaee, Hossein Ghayoumi Zadeh, Chinmay Chakraborty, Mohammad R. Khosravi, Gwanggil Jeon
    IEEE Transactions on Industrial Informatics, Vol. 19, pp.813-820, 2022
  17. "Interactive Medical Image Segmentation using Active Contour with Improved F Energy in Level-Set Tuning"
    Khosro Rezaee, Mohammad Khalil Nakhl Ahmadi, Maryam Saberi Anari
    Majlesi Journal of Electrical Engineering, Vol. 16, 2022
  18. "Interaction-Enhanced and Time-Aware Graph Convolutional Network for Successive Point-of-Interest Recommendation in Traveling Enterprises"
    Yuwen Liu, Huiping Wu, Khosro Rezaee, Mohammad R. Khosravi, Osamah Ibrahim Khalaf, Arif Ali Khan, Dharavath Ramesh, Lianyong Qi
    IEEE Transactions on Industrial Informatics, Vol. 19, pp.635-643, 2022
  19. "Graph convolutional network-based deep feature learning for cardiovascular disease recognition from heart sound signals"
    Khosro Rezaee, Mohammad R. Khosravi, Mohammad Jabari, Shabnam Hesari, Maryam Saberi Anari, Fahimeh Aghaei
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, Vol. 37, pp.11250-11274, 2022
  20. "Applying machine learning for optimization of dehumidification strategy on the modified model for the non-equilibrium condensation in steam turbines"
    Amir Momeni Dolatabadi, Mohsen Saffari Pour, Khosro Rezaee, Seyed Soheil Mousavi Ajarostaghi
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, Vol. 145, pp.13-24, 2022
  21. "A direct classification approach to recognize stress levels in virtual reality therapy for patients with multiple sclerosis"
    Khosro Rezaee, Shina Zolfaghari
    COMPUTATIONAL INTELLIGENCE, Vol. 38, pp.249-268, 2022
  22. "TraitLWNet: a novel predictor of personality trait by analyzing Persian handwriting based on lightweight deep convolutional neural network"
    Maryam Saberi Anari, Khosro Rezaee, Ali Ahmadi
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 81, pp.10673-10693, 2022
  23. "Fusion-based learning for stress recognition in smart home: An IoMT framework"
    Khosro Rezaee, Xuan Yang, Mohammad R. Khosravi, Ruowei Zhang, Wenmin Lin, Gwanggil Jeon
    BUILDING AND ENVIRONMENT, Vol. 216, 2022
  24. "Sustainable planning of developing tourism destinations after COVID-19 outbreak: a deep learning approach"
    , Saeedeh Moayedfar, Khosro Rezaee, Nahid Amrollahi Biuki
    Journal of Policy Research in Tourism Leisure and Events, pp.1-21, 2021
  25. "An ensemble soft weighted gene selection-based approach and cancer classification using modified metaheuristic learning"
    Niloofar Tavasoli, Khosro Rezaee, Mohammadreza Momenzadeh, Mohammadreza Sehhati
    Journal of Computational Design and Engineering, Vol. 8, pp.1172-1189, 2021
  26. "A hybrid deep transfer learning-based approach for COVID-19 classification in chest X-ray images"
    Khosro Rezaee, Afsoon Badiei, Hossein Ghayoumi Zadeh, Saeed Meshgini
    AUT Journal of Electrical Engineering, Vol. 53, pp.223-232, 2021
  27. "A survey on deep learning-based real-time crowd anomaly detection for secure distributed video surveillance"
    Khosro Rezaee, Sara Mohammad Rezakhani, Mohammad R. Khosravi, Mohammad Kazem Moghimi
    Personal and Ubiquitous Computing, Vol. 2021, pp.1-17, 2021
  28. "Supervised meta-heuristic extreme learning machine for multiple sclerosis detection based on multiple feature descriptors in MR images"
    Adele Rezaee, Khosro Rezaee, Javad Haddadnia, Hamed Taheri Gorji
    SN Applied Sciences, Vol. 2, pp.1-19, 2020
  29. "Multi-mass breast cancer classification based on hybrid descriptors and memetic meta-heuristic learning"
    Khosro Rezaee, adel rezaei, negar shaikhi, javad haddadnia
    SN Applied Sciences, Vol. 3, pp.1-20, 2020
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    Vol. 9, 2021
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    Ghayoumi Zadeh Hossein, Fayazi Ali, Khosro Rezaee, Gholizadeh Mohammad Hossein, Eskandari Mehdi
    Vol. 8, pp.315-325, 2021
  32. "An Autonomous UAV-Assisted Distance-Aware Crowd Sensing Platform Using Deep ShuffleNet Transfer Learning"
    Khosro Rezaee, Seyed Jalaleddin Mousavirad, Mohammad R. Khosravi, Mohammad Kazem Moghimi, Mohsen Heidari
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, Vol. 23, pp.9404-9413, 2021
  33. "Hand Gesture and Movement Recognition based on Electromyogram Signals using Soft Ensembling Feature Selection and Optimized Classifier"
    Khosro Rezaee, F Ghaderi, Hamed Taheri Gorji, Javad Haddadnia
    Vol. 14, pp.195-208, 2020

Conference Paper

  1. "EEG-Based Driving Fatigue Recognition Using Hybrid Deep Transfer Learning Approach"
    Khosro Rezaee
    2022 International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), pp.1-6, 2022
  2. "A decision-making system for medical diagnosis based on iterative nearest component analysis and optimized learning"
    Khosro Rezaee
    2022 International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), pp.1-6, 2022
  3. "Diagnostic Tools for Detecting Autism Spectrum Disorder: A Review"
    Khosro Rezaee
    2022 International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), pp.1-6, 2022
  4. "A Hybrid Deep Cascade-ResNet Model for Detecting Alzheimer's Stages in MR Images"
    Khosro Rezaee
    2022 International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI), pp.1-6, 2022
  5. "SkinNet: A Hybrid Convolutional Learning Approach and Transformer Module Through Bi-directional Feature Fusion"
    Khosro Rezaee
    2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS), pp.1-5, 2022
  6. "Accurate Multi-size Circle Detection Using Signature Curves in Hough Transform"
    Khosro Rezaee
    2022 International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS), pp.1-5, 2022