# 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

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

 Areas Bachelor's Master's Ph.D Software Artificial Intelligence and Robotics - Hardware Systems - Computer Networks - -

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## Research

### Recent books

Hosseini Seno, S., Amintoosi, H., & Ekramifard, A. (2021). Blockchain Cybersecurity, Trust and Privacy.

### Recent journal articles

Ghassemi, S., Rouhani, M. (2021). A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals. Expert Systems with Applications, 163 (1), 113788-113798.
Mohammadreza Qaraei, Abbaasi, S., & Ghiasi Shirazi, K. (2021). Randomized non-linear PCA networks. Information Sciences, 545 (4), 241-253.
Mirpour Marzuni, S., Savadi, A., Adel Nadjaran Toosi, & Naghibzadeh, M. (2021). Cross-MapReduce: Data transfer reduction in geo-distributed MapReduce. Future Generation Computer Systems, 115 (1), 188-200.
Mushtaq Talb Tally, & Amintoosi, H. (2021). A hybrid method of genetic algorithm and support vector machine for intrusion detection. International Journal of Electrical and Computer Engineering-IJECE, 11 (1), -.
Zahra Namadchian, & Rouhani, M. (2021). Adaptive prescribed performance neural network control for switched stochastic pure-feedback systems with unknown hysteresis. Neurocomputing, 429 (), 151-165.
Khojasteh, G., & Naghibzadeh, M. (2021). A divide and conquer approach to deadline constrained cost-optimization workflow scheduling for the cloud. Cluster Computing, 24 (3), 1711-1733.
Reza Ramezani, Ghavidel, A., & Sedaghat, Y. (2021). Exact and efficient reliability and performance optimization of synchronous task graphs. Reliability Engineering and System Safety, 205 (1), 107223-13.
Shadi, M., Abrishami, S., Mohajerzadeh, A., & Zolfaghari, B. (2021). Ready-time partitioning algorithm for computation offloading of workflow applications in mobile cloud computing. Journal of Supercomputing, 77 (6), 6408-6434.
Bolourian Haghighi, B., Taherinia, A., Harati, A., & Rouhani, M. (2021). WSMN: An optimized multipurpose blind watermarking in Shearlet domain using MLP and NSGA-II. Applied Soft Computing, 101 (), 107029-107052.
Zeinab Maghsoud, Noori, H., & Saadat Pour Mozaffari (2021). PEPS: predictive energy-efficient parallel scheduler for multi-core processors. Journal of Supercomputing, 77 (7), 6566-6585.
Allahbakhsh, M., Amintoosi, H., Behkamal, B., Amin Beheshti, & Elisa Bertino (2021). SCiMet: Stable, sCalable and reliable Metric-based framework for quality assessment in collaborative content generation systems. Journal of Informetrics, 15 (2), 101127-101127.
Barani, F., Savadi, A., & Sadoghi Yazdi, H. (2021). Convergence behavior of diffusion stochastic gradient descent algorithm. Signal Processing, 183 (), 108014-.
Tehrany, D., & Rasoolzadegan, A. (2021). A New Machine Learning-Based Method for Android Malware Detection on Imbalanced Dataset. Multimedia Tools and Applications, 80 (16), 24533-24554.
Khadir, A., & Hosseini Seno, S. (2021). SDN-based offloading policy to reduce the delay in fog-vehicular networks. Peer-to-Peer Networking and Applications, 14 (3), 1261-1275.
Zamiri, M., & Sadoghi Yazdi, H. (2021). Image annotation based on multi-view robust spectral clustering. Journal of Visual Communication and Image Representation, 74 (), 103003-103003.
Zamiri, M., Bahraini, T., & Sadoghi Yazdi, H. (2021). MVDF-RSC: Multi-view data fusion via robust spectral clustering for geo-tagged image tagging. Expert Systems with Applications, 173 (), 114657-.
Entezami, A., Sarmadi, H., Behkamal, B., & Stefano Mariani (2021). Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling. Sensors, 21 (5), 1646-1646.
Rouhani, M., & Youssefi, K. (2021). Swarm intelligence based robotic search in unknown maze-like environments. Expert Systems with Applications, 178 (1), 114907-114907.
Omid Almasi, & Rouhani, M. (2021). A geometric-based data reduction approach for large low dimensional datasets: Delaunay triangulation in SVM algorithms. Machine Learning with Applications, 4 (), 100025-100025.
Farzaneh Boroumand, Mohammad Taghi Shakeri, Touka Banaee, Pourreza, H., & Hassan Doosti (2021). An Analysis of the Areas Occupied by Vessels in the Ocular Surface of Diabetic Patients: An Application of a Nonparametric Tilted Additive Model. International Journal of Environmental Research and Public Health, 18 (7), 3735-3748.
Imani, E., Harati, A., Pourreza, H., & Morteza Moazami Goudarzi (2021). Brain-behavior relationships in the perceptual decision-making process through cognitive processing stages. Neuropsychologia, 155 (), 107821-107829.
Nikooghadam, M., Amintoosi, H., & Saru Kumari (2021). On the Security of “Secure and Lightweight Authentication with Key Agreement for Smart Wearable Systems”. Wireless Personal Communications, 120 (1), 1-8.
Baradaran Khalkhali, M., Vahedian Mazloum, A., & Sadoghi Yazdi, H. (2021). Situation Assessment-Augmented Interactive Kalman Filter for Multi-Vehicle Tracking. IEEE Transactions on Intelligent Transportation Systems, 23 (4), 3766-3776.
Soltani, S., Hosseini Seno, S., & Rahmat Budiarto (2021). Developing Software Signature Search Engines Using Paragraph Vector Model: A Triage Approach for Digital Forensics. IEEE Access, 9 (), 55814-55832.
Ghasempour, F., & Hosseini Seno, S. (2021). A New Model to Identify the Reliability and Trust of Internet Banking Users Using Fuzzy Theory and Data-Mining. Mathematics, 9 (9), 916-16.
Abdi, A., & Hosseini Seno, S. (2021). Multi-criteria decision-making for controller placement in software-defined wide-area networks. Journal of Supercomputing, 77 (11), 13447-13473.
Abdi, A., Hosseini Seno, S., & Rahmat Budiarto (2021). Kernel Search-Framework for Dynamic Controller Placement in Software-Defined Network. Computers, Materials and Continua, 68 (3), 3391-3410.
Mousavi, A., Monsefi, R., & Victor Elvira (2021). Hamiltonian Adaptive Importance Sampling. IEEE Signal Processing Letters, 28 (), 713-717.
Razavi, S., Kahani, M., & Paydar, S. (2021). Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase. Journal of Big Data, 8 (1), -.
Savari, H., Hassan Shafiey, Savadi, A., Nayyreh Saadati, & Naghibzadeh, M. (2021). Statistics and Patterns of Occurrence of Simple Tandem Repeats in SARS-CoV-1 and SARS-CoV-2 Genomic Data. Data in Brief, 36 (107057), 107057-6.
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Maryam Panahiazar, Fahime Khozeimeh, Assef Zare, Hossein Hosseini-nejad, Abbas Khosravi, Amir F. Atiya, Diba Aminshahidi, Sadiq Hussain, Rouhani, M., Saeid Nahavandi, & Udyavara Rajendra Acharya (2021). Epileptic Seizures Detection Using Deep Learning Techniques: A Review. International Journal of Environmental Research and Public Health, 18 (11), 5780-5780.
Azimpour, P., Bahraini, T., & Sadoghi Yazdi, H. (2021). Hyperspectral Image Denoising via Clustering-Based Latent Variable in Variational Bayesian Framework. IEEE Transactions on Geoscience and Remote Sensing, 59 (4), 3266-3276.
Bahraini, T., Azimpour, P., & Sadoghi Yazdi, H. (2021). Modified-mean-shift-based noisy label detection for hyperspectral image classification. Computers and Geosciences, 155 (), 104843-104857.
Naeem Paeedeh, & Ghiasi Shirazi, K. (2021). Improving the backpropagation algorithm with consequentialism weight updates over mini-batches. Neurocomputing, 461 (), 86-98.
Khani, M., & Araban, S. (2021). Automatic QoS-aware web services composition based on set-cover problem. International Journal of Nonlinear Analysis and Applications, 12 (1), 87-109.
Khani, M., & Araban, S. (2021). Introducing test data-set for the QoS-aware web-services discovery and composition. International Journal of Nonlinear Analysis and Applications, 12 (1), 255-263.
Sharif, S., Hosseini Seno, S., & Rowhanimanesh, A. (2021). A fuzzy-logic-based fault detection system for medical Internet of Nano Things. Nano Communication Networks, 30 (), 100366-1.
Ghafarian, H., & Sadoghi Yazdi, H. (2021). Prepare for the Worst, Hope for the Best: Active Robust Learning On Distributions. IEEE Transactions on Cybernetics, 52 (6), 5573-5586.
Ghodsollahee, I., Davarzani, Z., Zomorodi-moghadam, M., Pawel Plawiak, Monireh Houshmand, & Mahboobeh Houshmand (2021). Connectivity matrix model of quantum circuits and its application to distributed quantum circuit optimization. Quantum Information Processing, 20 (7), -.
Hosseini Seno, S., & Rahmat Budiarto (2021). An Efficient Lightweight Authentication and Key Agreement Protocol for Patient Privacy. Computers, Materials and Continua, 69 (3), 3495-3512.
Fuqdan A. Al-ibraheemi, Sattar Al-ibraheemi, & Amintoosi, H. (2021). A hybrid method of genetic algorithm and support vector machine for DNS tunneling detection. International Journal of Electrical and Computer Engineering-IJECE, 11 (2), 1666-1674.
Amintoosi, H., Nikooghadam, M., Saru Kumari, Feng Jun, Sachin Kumar, & Joel J. P. C. Rodrigues (2021). Secure and Authenticated Data Access and Sharing Model for Smart Wearable Systems. IEEE Internet of Things Journal, 9 (7), 5368-5379.
Eghdami, M., & Naghibzadeh, M. (2021). SSA: Subset sum approach to protein β-sheet structure prediction. Computational Biology and Chemistry, 94 (1), 107552-107562.
Eghdami, M., Sadoghi Yazdi, H., & Salehi, N. (2021). Sparsity‐aware support vector data description reinforced by expectation maximization. Expert Systems, 39 (1), -.
Ghafari, S., Ghobadi Tarnik, M., & Sadoghi Yazdi, H. (2021). Robustness of convolutional neural network models in hyperspectral noisy datasets with loss functions. Computers and Electrical Engineering, 90 (), 107009-11.
Abdi, A., Hosseini Seno, S., Ahmad Moradi, & Rahmat Budiarto (2021). Cost-Effective Survivable Controller Placement in Software-Defined Networks. IEEE Access, 9 (), 129130-129140.
Ershadi Nasab, S., Shohreh Kasaei, & Esmaeil Sanaei (2021). Uncalibrated multi-view multiple humans association and 3D pose estimation by adversarial learning. Multimedia Tools and Applications, 80 (2), 2461-2488.
Naghibzadeh, M., & Bahram Naghibzadeh (2021). Linked List Elimination from Hashing Methods. Research Reports on Computer Science, 1 (1), 35-43.
Shahbazi, Z., Rasoolzadegan, A., Purfallah Mazremolla, Z., & Jafari Horestani, S. (2021). A new method for detecting various variants of GoF design patterns using conceptual signatures. Software Quality Journal, (), -.
Godaz, R., Monsefi, R., Toutounian Mashhad, F., & Reshad Hosseini (2021). Accurate and fast matrix factorization for low-rank learning. Journal of Mathematical Modeling, (), -.
Fatemeh Pourgholamali, Kahani, M., Zeinab Noorian, & Ebrahimbagheri (2021). Learning product representations for generating reviews for cold products. Knowledge-Based Systems, 228 (), 107282-107299.
Amintoosi, H., Nikooghadam, M., Saru Kumari, Sachin Kumar, & Chien-ming Chen (2021). TAMA: Three-Factor Authentication for Multi-server Architecture. Human-centric Computing and Information Sciences, 11 (0), 1-1.
Habibi, H., Rasoolzadegan, A., Amir Mashmool, Shahab S. Band, Anthony Theodore Chronopoulos, & Amir Mosavi (2021). SaaSRec+: a new context-aware recommendation method for SaaS services. Mathematical Biosciences and Engineering, 19 (2), 1471-1495.
Nyayu Latifah Husni, Putri Adelia Rahmah Sari, Ade Silvia Handayani, Tresna Dewi, Hosseini Seno, S., Wahyu Caesarendra, Adam Glowacz, Krzysztof Oprzedkiewicz, & Maciej Sulowicz (2021). Real-Time Littering Activity Monitoring Based on Image Classification Method. Smart Cities, 4 (4), 1496-1518.
Salami, H., & Nouri Baygi, M. (2021). $\alpha$-Gap Greedy Spanner. Journal of Algorithms and Computation, 53 (1), 41-60.
Ghiasi Shirazi, K. (2021). Learning 2D Gabor filters by infinite kernel learning regression. Journal of Computational Mathematics and Data Science, 1 (), 100016-100016.
Dadkhah, D., Zomorodi-moghadam, M., & Hosseini, S. (2021). A New Approach for Optimization of Distributed Quantum Circuits. International Journal of Theoretical Physics, 60 (9), 3271-3285.
Behkamal, B., Naghibzadeh, M., Mohammad Reza Saberi, Zeinab Amiri Tehranizadeh, Andrea Pagnani, & Kamal Al Nasr (2021). Three-Dimensional Graph Matching to Identify Secondary Structure Correspondence of Medium-Resolution Cryo-EM Density Maps. Biomolecules, 11 (12), 1773-1791.
Beheshti Roui, M., Zomorodi-moghadam, M., Sarvelayati, M., Moloud Abdar, Noori, H., Pawel Plawiak, Ryszard Tadeusiewicz, Xujuan Zhou, Abbas Khosravi, Saeid Nahavandi, & U. Rajendra Acharya (2021). A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. Knowledge-Based Systems, 231 (1), 107419-107419.
Mina Abbaszade, Vahid Salari, Seyed Shahin Mousavi, Zomorodi-moghadam, M., & Xujuan Zhou (2021). Application of Quantum Natural Language Processing for Language Translation. IEEE Access, 9 (1), 130434-130448.
Omid Daei, Keivan Navi, & Zomorodi-moghadam, M. (2021). Improving the Teleportation Cost in Distributed Quantum Circuits Based on Commuting of Gates. International Journal of Theoretical Physics, 60 (9), 3494-3513.
Mohamed Hammad, Rajesh N.v.p.s.kandala, Amira Abdelatey, Moloud Abdar, Zomorodi-moghadam, M., Ru Santan, U. Rajendra Acharya I, Joanna Plawiak, Ryszard Tadeusiewicz, Vladimir Makarenkov, Nizal Sarrafzadegan, Abbas Khosravi, Saeid Nahavandi, Ahmed A. Abd El-latif, & Pawel Plawiak (2021). Automated detection of shockable ECG signals: A review. Information Sciences, 571 (1), 580-604.
Moein Sarvaghad Moghaddam, & Zomorodi-moghadam, M. (2021). A general protocol for distributed quantum gates. Quantum Information Processing, 20 (8), -.

### Recent theses and dissertations

Faal, M. (2021). Detection of Android Malwares Using Deep Learning. , ( Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Purfallah Mazremolla, Z. (2021). Improving the process of failure detection and localization in microservice-based systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ahmaddoust, S. (2021). Providing an efficient algorithm for detecting inversion in genome using reference genome indexing. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Algburi, H. (2021). Combining Fuzzy and Genetic Clustering Algorithms to Increase Energy Efficiency and Lifespan in Wireless Sensor Networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Akhlaghi, A. (2021). Introducing a new method of training support vector machine on big data by estimating boundary data using perpendicular vectors to the separator plane. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Naghavi, R. (2021). Detection of Overlapped Prohibited Items in Passengers Baggage using Deep Learning. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Adabi Firuzjaee, Z. (2021). Bayesian Meta-Learning for Medium-shot Sparse Learning via Deep Kernels. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sanati, S. (2021). Information Theory Analysis of various representations in Hierarchical Temporal Memory -HTM- Algorithm. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alsarraf, Y. (2021). An explainable content-based course recommender using job skills. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Esmaeli, H. (2021). Explainable classification by online learning of multi-prototype sparse kernel expansions. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Haghighat, S. (2021). knowledge graph completion using knowledge representation learning. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Aghaee, F. (2021). Design and implementation of light-weight real time multispectral pedestrian detection system for around the clock applications. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Namakin, M. (2021). A new approach for feature selection using compact evolutionary algorithms. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rahmati, A. (2021). Intensity-Image reconstruction using event camera. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Karimi, S. (2021). GoF design patterns recommendation using vector embedding techniques according to the source code. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Salehabadi, Y. (2021). A Spatiotemporal Approach for Parcel Pickup and Delivery Process Model Abstraction. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Salami, H. (2021). Proposing algorithms for improving the construction of angle constrained geometric spanners. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Beheshti, S. (2021). Matching students curricula with university curriculum using process mining. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rezazadeh, S. (2021). Academic profile matching using open data. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sabet Akbarzadeh, A. (2021). Fast and low-cost Event Camera emulation base on embedded systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hedayatian, B. (2021). Entity Graph-Based Combinational Query Performance Prediction. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Saadati, A. (2021). pedestrian detection with hijab -veil- in autonomous vehicle. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ashoori, A. (2021). Development of pollution detection method using a bio-monitoring approach in drinking water treatment plant. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alhilfi, T. (2021). Facilitating Assessing Essay Answers in Moodle. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Farzin, A. (2021). using stochastic structures for neural architecture search. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Bozorg Zadeh Razavi, S. (2021). Design and implementation of novel recruitment with considering clarity and fairness of requester and allocation of the best worker to work in crowdsourcing systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Kia, J. (2021). Disk-based lock-free approach for parallel counting of k-mers frequencies. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mahdizadeh, M. (2021). Improving data center dependability using predicting storage resources failure. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Al-mayyahi, M. (2021). A security and privacy aware computing approach on data sharing in cloud environment. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Karimi, Z. (2021). a secure authentication protocol for cloud-assisted internet of things with physical unclonable functions. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hamed, A. (2021). A Hyperledger-based Real-Time Retail Payment System. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Saedi, H. (2021). Aggregation of Feature Extraction Methods in GoF Design Pattern Detection from Source Code. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Abedin Zadeh Zare, F. (2021). Asynchronous collaborative content generation systems. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Parastar, F. (2021). privacy preserving person tracking and counting in video analytics with Edge computing. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sultani, S. (2021). A novel method for Influence maximization on Instagram social network using Ontology.. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Jalalzadeh, O. (2021). Time series prediction with tracking correlation changes. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ibrahim, W. (2021). A Multi-stage Intrusion Detection Model for Attacks with Few Training Data. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Shojaee, S. (2021). Improving two-level DCT method watermarking with optimized embedding pattern. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Bakhshi, M. (2021). High-Capacity Image Data Hiding of Scanned Text Documents Using Context Extraction. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alaghehband, A. (2021). Joint 3D deployment of several flying base stations and transmission power optimization based on set cover method. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Paseban, F. (2021). Remove foreign words from Persian language using deep neural networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Vatanparast, A. (2021). Splicing Forgery Detection on image using FCNs and STAPLE integration algorithm. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Salman, H. (2021). Fast and Accurate Image Retrieval using Knowledge Distillation from Multiple Deep pre-trained networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ziyaee Amiri, M. (2021). JOINT POWER & SUBCARRIER MANAGEMENT IN CELLULAR D2D 5G NETWORKS BY PSO & EPSO. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mohammadi, N. (2021). A pattern-aware recommender system for composite services. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Naderi, H. (2021). Interactive and explainable recommender system based on background knowledge. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Shaban, E. (2021). Finding the Shortest Path to See a Segment. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Akhavan Saffar, A. (2021). Motor control of human-musculoskeletal model and exoskeleton robot with reinforcement learning. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Zahedi, S. (2021). Automatic Test Generation for Microservices Based on Consumer Driven Contracts -CDC. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Jafari, H. (2021). Resource management and optimal allocation of VMs in SDN / NFV based cloud network. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Dubayan, M. (2021). Classification of medical data using neural networks and genetic algorithms. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Amjadi, M. (2021). Fast and robust monocular Visual Odometry using Deep Neural Networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Moradi, F. (2021). design of auction based peer to peer energy trading market. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Yari, M. (2021). Machine learning model-based pruning of appropriate parameters search space of the CUDA kernels using static metrics of kernel code. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ghasemzadeh, M. (2021). Distributed firewall based on software-defined network -SDN- aware of topology, flows and network active services. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Jafari, J. (2021). Visualization of trading volume data based on clustering. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mohseni Azghandi, A. (2021). A new level-based workflow scheduling algorithm with deadline constraint and cost optimization approapch in cloud. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alhaidery, M. (2021). Detection And Recognition The Authenticity Of Similar Regions In an Image Based On Probabilistic Approaches. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Khosravi, S. (2021). Machine Learning-Based Computational Offloading in Edge Computing. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mohammed, A. (2021). Computation offloading for multimedia workflows in cloudlet-based mobile cloud using (NSGA-II) algorithm. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Pilevarmoakhar, S. (2021). Efficient Computation oflloading in Mobile Edge Computing environment based on blockchain technology and auction. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Izadpanah, S. (2021). Resource management in distributed cloud by allocating containers to virtual machines. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Amirmahani, Z. (2021). Title: Entity Retrieval For Text Input With the Help OF Deep Neural Networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Fattah, A. (2021). Automatic Detection of Arabic Diacritics by Deep Learning Techniques. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Amirkhanloo, D. (2021). Optimization of energy consumption in smart cities with water strider algorithm. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sharif, S. (2021). Adaptive caching approach for software-defined Internet of Things based on distributed learning. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ziyainezhad, M. (2021). Design and implementation of an online system for detecting the consumption pattern of smart grid users. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Bolour Kashani, E. (2021). A convolutional neural network based on deep learning to optimize energy consumption in the 5G network and beyond. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Samadzad Etehadi, S. (2021). Provide a real-time quality-aware method for detecting concept drift in IIoT-based predictive maintenance systems. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Irankhah, A. (2021). demand side management system with forecasting and prioritizing the consumption of household. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ahangari, F. (2021). An Optimized Resource Management Framework in Large-Scale IoT. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Althabhawi, R. (2021). Network Intrusion Detection Using an improved Crow Search Optimization Algorithm and Feature Selection. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Altaie, H. (2021). Data aggregation in wireless sensor networks using hybrid improved pollination algorithm and SVM. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ogail, A. (2021). Network Intrusion Detection Based on a Pigeon Inspired Optimizer Algorithm and Bidirectional LSTM Neural Network. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mousavi, A. (2021). Hamiltonian Adaptive Importance Sampling. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Akrami, K. (2021). Efficiency and Fault Tolerance Improvements in the Controller of Computer Numerical Control (CNC) Machines. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Al-sahlanee, N. (2021). Credit Card Fraud Detection by Combining Neural Network and Optimization Algorithm. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Al Gharawi, A. (2021). Intrusion Detection using reinforcement learning based on weighted features. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Abdulameer, M. (2021). An energy efficient clustering algorithm based on red deer optimization algorithm in wireless sensor network. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Albawi, A. (2021). Batch Normalization based on Parameter Estimation over Dataset.. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hejazi, M. (2021). adaptive filter for Interval Time Series data with uncertainty. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Baradaran Salmani, M. (2021). A Tool for Utilizing Streaming Capability in GPGPUs. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Emamian, S. (2021). Scheduling of tasks in cloud computing by combining an intelligent search methods evolutionary and tabu. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sadeghi Lotfabadi, A. (2021). meta-learning of descent-direction-based stochastic optimization using Hilbert neural networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Keivanloo, Z. (2021). A framework for sarcasm detection and interpretation for social media. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Aghdaei, O. (2021). Quadcopter Autonomous Navigation using Deep Reinforcement Learning. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Abolfazli Esfahani, M. (2021). Converting CycleGAN to a revertible network. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Pourmir, M. (2021). Deep and Information Theoretic Learning-based Detection and Channel Estimation in Wireless Communications with Non-Gaussian Noise. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Safavi Koohsareh, S. (2021). Energy Optimization in Cellular Networks using Clustering Based CSO. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Yarifard, A. (2021). A feature-oriented model-based GUI test-generation approach for mobile apps. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Akbari, F. (2021). an improved method for human action recognition based on ST-GCN. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ahmadi, A. (2021). Design and implementation of Profibus DP protocol. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Kordi, E. (2021). Fault detection in IoT-based smart grids by analyzing PMU data. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sajjadi, H. (2021). Query Formulation For Biomedical SLR Using Deep Neural Networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Bolouri Bazaz, S. (2021). Analyzing, designing, and developing the website of the supply chain, and the global logistic network - Blockchain part. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Farsi, R. (2021). Embedded systems virtualization via considering GPU as a shared unit. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Sobouti, M. (2021). Proposing an efficient approach for UAV deployment and trajectory in cellular networks. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Alizadeh, H. (2021). Explainability in Social Community Recommender System. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Mutashar, H. (2021). A Model to Enrich The Arabic WordNet (AWN) With Nominal Sentences by Using Web Scrapping Technique. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ebrahimi, A. (2021). Predicting the best shared memory configuration ratio with L1 memory for cuda kernels using machine learning based methods. , (Master's thesis of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rezvani Khorashadi Zadeh, R. (2021). A distributed multi-agent semantic information fusion architecture based on cloud architecture. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Gharib, A. (2021). Upgrading multitask distributed networks with the help of the winners curse concept. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Hamid, M. (2021). Improving websites accessibility by automatically improving their readability level. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Estesnaei, M. (2021). A Set-based Approach for Detecting Coincidentally Correct Test Cases to Improve Fault Localization. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Ghorbanipour, A. (2021). Portfolio management with methods based on artificial intelligence. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Rahmani, S. (2021). Title: Analyzing, designing, and developing the website of the supply chain, and the global logistic network Analysis, Design and Smart Contrac parts. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.
Salari, M. (2021). Cost reduction of quantum circuits with an emphasis on quantum machine learning applications. , (Doctoral dissertation of Computer Engineering). Faculty of Engineering, Ferdowsi University of Mashhad, Mashhad.