Department of Computer Engineering

The Department of Computer Engineering was established in 1988 at the Ferdowsi University of Mashhad to offer the Bachelor’s program. This program provides students with fundamental understanding of theories and principles of software and hardware systems. The program also focuses on applied areas of Computer Engineering such as networks, database systems and intelligent systems. Students can study either in Software or Computer Architecture Engineering.

The Master’s Program, established in 1995, attempts to train well-educated engineers in specific areas including Artificial Intelligence, Computer Architecture, Computer Networks and software Engineering.

In 2006, the first group of doctoral candidates were admitted to the Ph.D. program at the Department of Engineering. This department offers a research intensive environment for the candidates, expecting them to develop their scientific knowledge in a particular specialty and perform cutting edge research under the supervision of the faculty members. Students can continue their education in Software Engineering, Artificial Intelligent and Robotics at this level.  More

Head of the Department of Computer Engineering
Saeid_Abrishami
Saeid Abrishami
Associate Professor
Department of Computer Engineering
s-abrishami@um.ac.ir
+985138806060

Concentration areas offered by the Department of Computer Engineering
Areas Bachelor's Master's Ph.D
Software
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Artificial Intelligence and Robotics
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Hardware Systems
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Computer Networks
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Academic staff

Saeid Abrishami
Assistant Professor
Haleh Amintoosi
Assistant Professor
Saeed Araban
Assistant Professor
Mohsen Asadi
Assistant Professor
Behshid Behkamal
Assistant Professor
F Ensan
Assistant Professor
Sara Ershadi Nasab
Assistant Professor
Ehsan Fazl-ersi
Assistant Professor
Abbas Ghaemi Bafghi
Associate Professor
Kamaledin Ghiasi Shirazi
Assistant Professor
Ahad Harati
Associate Professor
Seyed Amin Hosseini Seno
Associate Professor
Mohsen Kahani
Professor
Amirhossein Mohajerzadeh
Assistant Professor
Reza Monsefi
Professor
Hamid Noori
Assistant Professor
Mostafa Nouri Baygi
Assistant Professor
Samad Paydar
Assistant Professor
Hamid Reza Pourreza
Professor
Abbas Rasoolzadegan
Associate Professor
Modjtaba Rouhani
Associate Professor
Hadi Sadoghi Yazdi
Professor
Abdorreza Savadi
Assistant Professor
Yasser Sedaghat
Assistant Professor
Amir Hossein Taherinia
Associate Professor
Abedin Vahedian Mazloum
Associate Professor
Mohammad Hossein Yaghmaee Moghaddam
Professor
Mariam Zomorodi-moghadam
Assistant Professor

Research

Recent books

Rouhani, M., مجتبی نیری, Sadoghi Yazdi, H., الهه مسکوک, & Marko M. Makela (2023). Impact of Scientific Computing on Science and Society.

Recent journal articles

Heidarypour, M., Pahlavannezhad, M., & Kahani, M. (2023). The role of corpus linguistics in sentiment analysis of Persian texts, case study: a Farsi news agency website. Onomazein, 60 (60), 106-121.
Bozorgvar, N., Rasoolzadegan, A., & Harati, A. (2023). Probabilistic detection of GoF design patterns. Journal of Supercomputing, 79 (2), 1654-1682.
Ahmadian Ramaki, A., Ghaemi Bafghi, A., & Rasoolzadegan, A. (2023). Towards Event Aggregation for Reducing the Volume of Logged Events During IKC Stages of APT Attacks. ISeCure, (), -.
Alla Abbas Khadir, Hosseini Seno, S., Baydaa Fadhil Dhahir, & Rahmat Budiarto (2023). Efficient-Cost Task Offloading Scheme in Fog-Internet of Vehicle Networks. Computer Systems Science and Engineering, 45 (2), 2223-2234.
Ansari, F., Ebrahimi Moghadam, A., Khademi, M., & Sadoghi Yazdi, H. (2023). Diffusion-based Kalman iterative thresholding for compressed sampling recovery over network. Signal Processing, 202 (1), 108750-108764.
Soltani, S., & Hosseini Seno, S. (2023). Detecting the software usage on a compromised system: A triage solution for digital forensics. Forensic Science International: Digital Investigation, 44 (3), 301484-301500.
Alhaidery, M., Taherinia, A., & Haider Ismael Shahadi (2023). A robust detection and localization technique for copy-move forgery in digital images. Journal of King Saud University - Computer and Information Sciences, 35 (1), 449-461.
Abbaasi, S., Ghiasi Shirazi, K., & Harati, A. (2023). A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations. Neural Processing Letters, 55 (5), 6697-6711.
Salman, H., Taherinia, A., & Zabihzadeh, D. (2023). Fast and accurate image retrieval using knowledge distillation from multiple deep pre-trained networks. Multimedia Tools and Applications, 82 (22), 33937-33959.
Hosseini Seno, S. (2023). A comprehensive survey on using fog computing in vehicular networks. Vehicular Communications, 42 (2023), 100604-100630.
Sobouti, M., Mohajerzadeh, A., Hosseini Seno, S. (2023). Managing Sets of Flying Base Stations Using Energy Efficient 3D Trajectory Planning in Cellular Networks. IEEE Sensors Journal, 23 (10), 10983-10997.
Pourmir, M., Monsefi, R., & Abed Hodtani, G. (2023). Investigation of the performance of multi-input multi-output detectors based on deep learning in non-Gaussian environments. International Journal of Electrical and Computer Engineering-IJECE, 13 (4), 4169-4183.
Yousefzadeh Maghani, S., Pourreza, H., & Hamidreza Mahyar (2023). A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval. Journal of Signal Processing Systems, 95 (4), 529-541.
Mirzaie, M., Behkamal, B., Allahbakhsh, M., Paydar, S., & Elisa Bertino (2023). State of the art on quality control for data streams: A systematic literature review. Computer Science Review, 48 (), 100554-100554.
Fatemeh Farhadi, Allahbakhsh, M., Ali Maghsoudi, Armin, N., & Amintoosi, H. (2023). DiMo: discovery of microRNA motifs using deep learning and motif embedding. Briefings in Bioinformatics, 24 (3), -.
Sanati, S., Rouhani, M., & Abed Hodtani, G. (2023). Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method. Frontiers in Computational Neuroscience, 17 (), -.
Gharib, A., Sadoghi Yazdi, H., & Taherinia, A. (2023). Management of the optimizer's curse concept in single-task diffusion networks. Information Sciences, 642 (1), 119109-119127.
Khorasani, M., Kahani, M., Amin Yazdi, S., & Mostafa Hajiaghaei-keshteli (2023). Towards finding the lost generation of autistic adults: A deep and multi-view learning approach on social media. Knowledge-Based Systems, 276 (), 110724-.
Sakhdari, J., Zolfaghari, B., Izadpanah, ., Mahdizadeh, S., Rahati Ghouchani, M., Shadi, M., Abrishami, S., & Rasoolzadegan, A. (2023). Edge computing: A systematic mapping study. Concurrency and Computation: Practice and Experience, 35 (22), -.
Taghavi, B., Zolfaghari, B., & Abrishami, S. (2023). A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances. Journal of Grid Computing, 21 (3), -.
Taheri, H., Abrishami, S., & Naghibzadeh, M. (2023). A Cloud Broker for Executing Deadline-Constrained Periodic Scientific Workflows. IEEE Transactions on Services Computing, 16 (5), 3089-3100.
Ahmadian Ramaki, A., Ghaemi Bafghi, A., & Rasoolzadegan, A. (2023). CAPTAIN: Community-based Advanced Persistent Threat Analysis in IT Networks. International Journal of Critical Infrastructure Protection, 42 (1), 100620-100653.
Karrar Al-kaabi, Monsefi, R., & Davood Zabihzadeh (2023). A framework to enhance generalization of deep metric learning methods using general discriminative feature learning and class adversarial neural networks. Applied Intelligence, 53 (8), 8693-8711.
Mahmoodabadi, Z., & Savadi, A. (2023). Community detection using imperialist competitive algorithm. International Journal of Social Network Mining, 1 (1), -.
Abdollahi, B., Harati, A., & Taherinia, A. (2023). Image steganography based on smooth cycle-consistent adversarial learning. Journal of Information Security and Applications, 79 (), 103631-103642.
Imani, E., Harati, A., Pourreza, H. (2023). Distributed Coding of Evidence Accumulation across the Mouse Brain Using Microcircuits with a Diversity of Timescales. eNeuro, 10 (11), ENEURO.0282-23.2023.
Bahekmat, M., & Yaghmaee Moghaddam, M. (2023). Cache Point Selection and Transmissions Reduction using LSTM Neural Network. Journal of Information Systems and Telecommunication, 11 (42), 123-134.
Hosseini Seno, S. (2023). Pose Detection and Recurrent Neural Networks for Monitoring Littering Violations. Eng, 4 (4), 2722-2740.
Attar, M., Kazemi, M., Salami, B., Noori, H., Passandideh-fard, M., Davoodi, A., & Mohammadi, M. (2023). Improving Thermal Management of CPU by Surface Roughening of Heat Sinks. Arabian Journal for Science and Engineering, 49 (2), 2153-2164.
Akbarian Rastaghi, M., Abrishami, S., & Shobiri, B. (2023). PCP–ACO: a hybrid deadline-constrained workflow scheduling algorithm for cloud environment. Journal of Supercomputing, 80 (6), 7750-7780.
Aghaee, F., Fazl-ersi, E., & Noori, H. (2023). MDSSD-MobV2: An embedded deconvolutional multispectral pedestrian detection based on SSD-MobileNetV2. Multimedia Tools and Applications, 83 (15), 43801-43829.
Ghiasi Shirazi, K. (2023). Deep-learning Method for the Prediction of Three-Dimensional Dose Distribution for Left Breast Cancer Conformal Radiation Therapy. Clinical Oncology, 35 (12), e666-e675.
Aghajan Zadeh, E., Bahraini, T., Mehrizi, A., & Sadoghi Yazdi, H. (2023). Task weighting based on particle filter in deep multi-task learning with a view to uncertainty and performance. Pattern Recognition, 140 (), 109587-109599.
Mojtaba Nayyeri, Sadoghi Yazdi, H., Rouhani, M. (2023). Randomized Constructive Neural Network Based on Regularized Minimum Error Entropy. , (), -.
Behboudi, R., Nouri Baygi, M., & Naghibzadeh, M. (2023). RPTRF: A rapid perfect tandem repeat finder tool for DNA sequences. BioSystems, 226 (4), 104869-104869.
Salami, H., & Nouri Baygi, M. (2023). Improving Greedy Spanner Construction Algorithm. Journal of Computer and Knowledge Engineering, (), -.
Salami, H., & Nouri Baygi, M. (2023). A Simple and Efficient Method for Accelerating Construction of the Gap-Greedy Spanner. International Journal of Foundations of Computer Science, (), -.
Rezazadeh, S., Behkamal, B., Alizadeh, H. (2023). Profile Matching in Heterogeneous Academic Social Networks using Knowledge Graphs. Journal of Computer and Knowledge Engineering, (), -.
Khojasteh, F., Behkamal, B., Kahani, M., & Khorasani, M. (2023). Trace2Vec-CDD: A Framework for Concept Drift Detection in Business Process Logs using Trace Embedding. Journal of Computer and Knowledge Engineering, 6 (1), 71-79.

Recent theses and dissertations

Khudhur, N. (2023). Secure Storage of Construction Contracts on the Blockchain Platform. , ( Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Olyaei, A. (2023). A deep learning based method for android malware detection. , ( Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hosseini, S. (2023). Diagnosis of Pulmonary Embolism Area using Deep Neural Network. , ( Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hasanzade, F. (2023). Optimizing the YoloV7 algorithm in order to increase efficiency on the Cortex-M7 platform for fine grain fruit classification. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Bahmanabadi, Z. (2023). Optimization of ant colony algorithm based on adaptive interactive learning in heterogeneous platform. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rezvanpanah, B. (2023). Intrusion detection system in power industry with feature extraction. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Kamranfar, F. (2023). Designing a Role Based Access Control for Smart Health Systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Arabameri, M. (2023). Blockchain-based secure supply chain. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sohani, S. (2023). Quality control in blockchain based supply chains. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Yeganehzad, M. (2023). Using indexing and quick determination of candidate sites on the reference genome to detect patient genomes short variations. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Khalaf, S. (2023). Evaluating the accuracy of Gem5 simulator for OpenMP- and Pthreads-based parallel programs running on x86 and ARM multi-core architectures. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hosseinzade, E. (2023). Title: Using unitary operators and orthogonal bases in quantum computing to train neural networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Nabizadeh Moghaddam, R. (2023). Design and Implementation of PROFIBUS DP-V1 on FPGA. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Al-edhari, A. (2023). A hybrid Knowledge Graph based approach for Semantic similarity of Arabic questions. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rafiei Charami, M. (2023). Short-Term Prediction of Residential Home Load Using Deep Learning in Smart Power Grid. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Soleymanpour, E. (2023). Financial Time Series Forecasting using Deep state models based on Stochastic Differential Equation. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Pahlavani, S. (2023). Fraud or anomaly detection in blockchain by transfer learning. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Darmani, A. (2023). Unsupervised Cross-Domain Entity Resolution using Knowledge Graphs and PLMs. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ataei, Z. (2023). Presenting a multi-keyword query method on encrypted cloud data using deep learning. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ghassemi, S. (2023). Increasing Generalizability to Regime Changes in Financial Markets. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Almagsoosi, D. (2023). A cost-efficient cloud broker for running scientific workflows as a service using on-demand and reserved instances.. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Pardeshenas, A. (2023). Cold start management in serverless environment using prediction of future requests. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rahimfarkhani, F. (2023). Continuous Prompt Engineering for Medical Question Answering systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hosseinpour Moghaddam, M. (2023). Quality of Experience Aware Computation Offloading in MEC-enabled Blockchain-based IoT Networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mortezapour, H. (2023). Interactive and imitative dynamic modeling for financial time series forecasting using stochastic differential equations. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sakhdari, J. (2023). Stateful Application Placement in Serverless Edge Computing. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Abdollahzadeh, M. (2023). Providing a method for sharing in DERMS Systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Shamohammadi, F. (2023). Leveraging volume profile to refine Stochastic Differential Equation parameters. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hosseinpoor, F. (2023). Demand Response in the smart home energy management system using artificial intelligence techniques. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hajarbarghi, M. (2023). improve efficiency of gpu-based Sparse Matrix-Matrix Multiplication. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ghanaei, Z. (2023). A High-Level Knowledge Based Loss Function for Semantic Segmentation of Multi-Class Images with Imbalanced Classes Using Deep Neural Networks. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Naji Meidani, M. (2023). Indoor positioning using Wi-Fi fingerprinting. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Zolfaghari, B. (2023). Function placement and request scheduling of statefull function as a service workflows in edge computing with dynamic reconfiguration. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Al-saffar, A. (2023). An enhanced intrusion detection system using dimensionality reduction and stacked ensemble learning. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alhwayzee, A. (2023). A model for Making Robust Recommender Systems. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Javadi, S. (2023). Deadline constrained scientific workflow scheduling with the aim of energy optimization in serverless computing. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Zarei Sabzevar, R. (2023). Discriminative Learning for Positive and Negative Prototypes. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Aghli, Z. (2023). Crypto currency trading using deep reinforcement learning. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Irankhah, L. (2023). Detection of bacterial strains using a reference-based approach in metagenomic samples. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Amini, H. (2023). Fault Tolerance Improvement of LSTM Models Implemented on FPGA against Single Bit-Flip Faults. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.

Recent research projects


Contact Information

Iran, Mashhad, Azadi Square, Ferdowsi University of Mashhad

Faculty of Engineering, Department of Computer Engineering

Phone: +985138806059

Fax: +985138763306

Postal code: 9177948974