SAEED SHARIFIAN KHORTOOMI - Amirkabir University of Technology

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Amirkabir University of Technology

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SAEED SHARIFIAN KHORTOOMI

Associate Professor
Department of Electrical Engineering
Electronics

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h-index (Scopus):

22.00

Citations (Scopus):

1527

Supervised PhD Theses

Thesis title

Date

Selection and composition of IoT service chains using distributed deep reinforcement learning

MINA EMAMI KHANSARI

2024 Feb

Supervised MSc Theses

Thesis title

Date

Detection of the type and extent of Wind Turbine blade damage by processing images received from UAV using Deep Learning techniques

REZA MOHAMMADI

2024 Sep

Wind speed forecasting FaaS using deep learning algorithm in wind turbine digital twin

SEYED PARSA SADREDINI

2024 Aug

Improving wind turbine efficiency, using parameter prediction and selecting the appropriate model by deep learning in digital twins environment

SEYEDREZA SHIRAZI

2024 Aug

Deep learning based intrusion detection system for wind farm industrial network

REZA GHALANDARI

2024 Aug

Intelligent IoT-based service for early detection of eye diseases using eye image processing with the help of deep learning

NIUSHA SANGSEFIDI

2024 Feb

IoT malware detection using deep learning method in situational awareness platform

ZAHRA GOLFAR

2024 Feb

Implementing deep learning-based people counting algorithm on embedded systems using surveillance cameras in industrial environments

PARISA ABSAVARAN & Amir Jahanshahi

2024 Jan

Prediction of Taxi Demand in Smart Cities Using Spatio-Temporal Deep Learning

JAVAID AHMAD MALIK

2023 Sep

fault prediction for predictive maintenance using deep learning in the industrial IoT platform for wind farms using SCADA data

AMIN ARABNEJAD KHANOOKI

2023 Sep

Smart SDN network management for real-time health care applications in IoT infrastructure

SAMAN JAMSHIDI

2023 Jun

Intelligent Diagnosis of lung injury in Covid-19 patients from medical images by deep learning in IoT based of physician assistant system

MOHAMMADREZA ZAMANI

2023 Jun

An iot service for smart trading using deep reinforcement learning

ROUZBEH DARABI

2023 Mar

Adaptive realtime decision-making in the IoT-based supply chain while assuming gradual orders

FATEMEH MOHAMMADI CHINISAZ

2023 Mar

Task Offloading to Cloud-Edges by Deep Reinforcement Learning In IoT Platform

AMINOLLAH ZAKIZADEH

2022 Oct

Intelligent parallel Sensor Data Compression algorithms for Internet of Things applications in Big Data framework

ZAHRAA ALIMIRZAEE

2022 Oct

Fraud detection in financial transactions by Evolved Graph Attention convolutional neural network

SHIVA SHOURABI

2022 Jul

Distributed artificial intelligence mechanism for embedded IOT applications on fog computing

AMIR ETEFAGHI DARYANI

2022 Jun

Smart routing for shipping assistant robots of internet commerce based on IOT

AMIR ASRI

2022 Jun

Task assignment algorithm for collective AI execution in IoT devices

ZAHRA AGHAPOUR GANGALABADI

2021 Sep

Optimization of phasor measurement unit (PMU) placement by simultaneously considering smart grid parameters and network communication infrastructure in power smart grid

HAMED ZEINALZADEH

2021 May

Correct fitness activity recognition by deep learning networks in IoT based virtual coaching system

ALI BIDARAN

2021 Feb

Scalable allocation of virtual service function chain in IOT involved

ALI ZAMANI

2021 Jan

Performance enhancement of chained virtualized network functions in software defined network using metaheuristic methods

FATEMEH ALIMORADI

2020 Oct

efficient get way node selection in internet of things architecture

MARYAM TUFANPOURROMI

2020 Mar

Proactive elastic scheduling of micro-services in FAAS cloud edge for IoT applications

ABOLFAZL DANAYI

2020 Feb

SPEECH ENHANCEMENT USING DEEP NEURAL NETWORKS WITH SKIP CONNECTIONS

SAMAN KAI

2020 Feb

Cloud load forecasting in order to better QoS

PEYMAN YAZDANIAN

2019 Dec

Traffic matrix estimation using deep learning in cloud data centers

ZAHRA SAFAEI

2019 Nov

A Self-Organized Sensor Data Path Selection Method in Internet of Things

MILAD KHADEMINORI

2019 May

An Improved Algorithm for Collaborated Routing for Bots in IoT Environment

MOHAMMAD AMIN SERAJINEJAD

2019 Feb

Human Activity Recognition using Fused Wearable Sensors and Social Media Based on Distributed Machine Learning on the Platform of Big Data

ALIREZA KESHAVARZIAN

2019 Feb

Context aware IoT Sensor Function Virtualization in Cloud

NEGIN GHOLIZADESHIRDARREH

2018 Feb

Network traffic prediction for resource allocation in network function virtualization(NFV)

SIMA JEDDI KHAJEH

2017 Nov

Resource Allocation in SDN Networks for 5G Applications

ALIREZA FARSHIN

2017 Jul

A framework for improvement of home energy management in demand response based systems

SEYYEDFARSHAD KAZEMI & S.AHMAD MOTAMEDI

2017 Feb

A position aided vehicle collision avoidance system in VANET based on Fusion of position sensors

HOSSEIN KHADEMSOHI

2017 Feb

A distributed resource management algorithm for large scale SaaS architecture

EIMAN IRANPOUR

2017 Feb

Accuracy improvement of Inertial Navigation System (INS) by GPS Data Fusion

HAMID AZADI

2014 Oct

aparallel model to improve the quality and performance of motion capture algorithms using GPGPUs

ROGHAYEH ALI PANAHI & MOHAMMAD KAZEM AKBARI

2013 Jan

Prompt Guided Diffusion based Medical Image Segmentation

REZA PAKI JAHROMI

2026 Feb

Computational Offloading of Federated Learning Model to edge devices

NAVID RAZMAN

2025 Sep

Remote Sensing Images Segmentation by Combining knowledge distilled Visual Foundation Models in edge computing

MAHDI RAHIMI

2025 Sep

Designing a decision support framework for selecting a federated learning algorithm

SARA OLIAY

2025 Sep

A deep reinforcement learning algorithm using transformer architecture for electric vehicle routing Considering energy minimization

REZVAN BEHESHTI NEZHAD

2025 Nov

A cloud based IOT infrastructure for fault detection in electrical power transmission systems by processing images from drones using deep neural networks

AHMADREZA HOROBI

2025 Mar

malicious url detection system based on recurrent neural networks

AFROOZ IRAJI & S.ALIREZA HASHEMI GOLPAYEGANY

2025 Mar

A serverless infrastructure for Change detection in earth observation aerial images using deep neural networks

MAHDI AMINISEDEH

2025 Mar

Predictive maintenance of rotating parts in industries using deep learning with the prospect of implementation on the Internet of Things

MOHAMMAD ALI KESHAVARZ

2025 Feb

Journal Papers

KESHAVARZ MOHAMMAD ALI ، SHARIFIAN KHORTOOMI SAEED, "A containerized Edge AI predictive maintenance infrastructure for rotating components using continuous wavelet transform images and Transformer UNet autoencoder for Industry 4.0", Journal of Supercomputing, 2025 Oct vol. 81, no. 1419, pp.1-16, 2025.

AMINISEDEH MAHDI ، SHARIFIAN KHORTOOMI SAEED, "A serverless satellite edge computing infrastructure to detect lake shoreline change based on contrastive attention siamese transformer", Engineering Applications of Artificial Intelligence, 2025 Aug vol. 154, no. 111015, pp.1-24, 2025.

RAHIMI MAHDI ، SHARIFIAN KHORTOOMI SAEED, "SAMSAR: A modified SAM architecture for oceanic ship segmentation of satellite SAR images using CNN-based Cross-Fused Attention", Expert Systems With Applications, 2025 Jul vol. 284, no. 127852, pp.1-16, 2025.

AMINISEDEH MAHDI ، SHARIFIAN KHORTOOMI SAEED, "EdgePVM: A serverless satellite edge computing constellation for changes detection using onboard parallel siamese vision MAMBA", Future Generation Computer Systems-The International Journal of Escience, 2025 Jun vol. 174, no. 107985, pp.1-16, 2025.

HASSANNEZHAD ABTIN ، SHARIFIAN KHORTOOMI SAEED, "Explainable AI enhanced transformer based UNet for medical images segmentation using gradient weighted class activation map", Signal Image and Video Processing, 2025 Feb vol. 19, no. 1, pp.321-332, 2025.

EMAMI KHANSARI MINA ، SHARIFIAN KHORTOOMI SAEED, "A deep reinforcement learning approach towards distributed Function as a Service (FaaS) based edge application orchestration in cloud-edge continuum", Journal of Network and Computer Applications, 2025 Jan vol. 233, no. 104042, pp.1-16, 2025.

BABAEI MOSLEH MOHAMMAD REZA ، SHARIFIAN KHORTOOMI SAEED, "An efficient cloud-integrated distributed deep neural network framework for IoT malware classification", Future Generation Computer Systems-The International Journal of Escience, 2024 Aug vol. 157, no. 157, pp.603-617, 2024.

ZAMANI MOHAMMADREZA ، SHARIFIAN KHORTOOMI SAEED, "Distributed edge to cloud ensemble deep learning architecture to diagnose Covid-19 from lung image in IoT based e-Health system", Journal of Supercomputing, 2024 May vol. 1, no. 1, pp.1-1, 2024.

EMAMI KHANSARI MINA ، SHARIFIAN KHORTOOMI SAEED, "A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer", Future Generation Computer Systems-The International Journal of Escience, 2023 Nov vol. 153, no. 153, pp.206-221, 2023.

AGHAPOUR GANGALABADI ZAHRA ، SHARIFIAN KHORTOOMI SAEED ، TAHERI HASSAN, "Task offloading and resource allocation algorithm based on deep reinforcement learning for distributed AI execution tasks in IoT edge computing environments", Computer Networks, 2023 Jan vol. 223, no. 10957, pp.1-17, 2023.

MOHAMMADI JORKOUYEH MARZIEH ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Drops on Surface Optimization (DSO): A New Reinforcement Learning Based Metaheuristic Algorithm for Virtual Network Functions Placement in Distributed Cloud Architectures", Computer Networks, 2022 Dec vol. 1, no. 1, pp.1-16, 2022.

ETEFAGHI DARYANI AMIR ، SHARIFIAN KHORTOOMI SAEED, "AdaInNet: an adaptive inference engine for distributed deep neural networks offloading in IoT-FOG applications based on reinforcement learning", Journal of Supercomputing, 2022 Jul vol. 1, no. 1, pp.1-1, 2022.

YAZDANIAN PEYMAN ، SHARIFIAN KHORTOOMI SAEED, "E2LG: a multiscale ensemble of LSTM/GAN deep learning architecture for multistep-ahead cloud workload prediction", Journal of Supercomputing, 2021 Mar vol. 77, no. 10, pp.11052-11082, 2021.

ZAMANI ALI ، BAKHSHI SARESKANROOD BAHADOR ، SHARIFIAN KHORTOOMI SAEED, "An efficient load balancing approach for service function chain mapping", Computers and Electrical Engineering, 2020 Oct vol. 0, no. 0, , 2020.

KHADEMINORI MILAD ، SHARIFIAN KHORTOOMI SAEED, "EDMARA2: a hierarchical routing protocol for EH-WSNs", Wireless Networks, 2020 Apr vol. 1, no. 26, pp.4303-4317, 2020.

EMAMI KHANSARI MINA ، SHARIFIAN KHORTOOMI SAEED, "A modified water cycle evolutionary game theory algorithm to utilize QoS for IoT services in cloud-assisted fog computing environments", Journal of Supercomputing, 2019 Dec vol. 0, no. 0, pp.1-15, 2019.

JEDDI KHAJEH SIMA ، SHARIFIAN KHORTOOMI SAEED, "A hybrid wavelet decomposer and GMDH-ELM ensemble model for Network function virtualization workload forecasting in cloud computing", Applied Soft Computing, 2019 Dec vol. 0, no. 0, pp.1-18, 2019.

RAHATIBELABAD AHMAD ، SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD ، GHOLIZADESHIRDARREH NEGIN, "A novel model for digital predistortion based on a gravitational search algorithm for linearization of transmitters in LTE networks", Journal of Computational Electronics, 2019 Nov vol. 0, no. 0, pp.1-14, 2019.

SHARIFIAN KHORTOOMI SAEED ، BARATI MASOUD, "An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction", International Journal of Machine Learning and Cybernetics, 2019 Sep vol. 0, no. 0, pp.1-16, 2019.

RAHATIBELABAD AHMAD ، GHOLAMI SHAHROOZ SOHEIL ، SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD, "FPGA Implementation of the Generalized Parallel Two-Box Model-based Digital Predistorter for Wireless Transmitters", Journal of Circuits Systems and Computers, 2019 Jun vol. 29, no. 4, pp.54-73, 2019.

KESHAVARZIAN ALIREZA ، SHARIFIAN KHORTOOMI SAEED ، SEYEDIN SANAZ, "Modified deep residual network architecture deployed on serverless framework of IoT platform based on human activity recognition application", Future Generation Computer Systems-The International Journal of Escience, 2019 Jun vol. 101, no. 0, pp.14-28, 2019.

FARSHIN ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "A modified knowledge-based ant colony algorithm for virtual machine placement and simultaneous routing of NFV in distributed cloud architecture", Journal of Supercomputing, 2019 Mar vol. 75, no. 8, pp.5520-5550, 2019.

JEDDI KHAJEH SIMA ، SHARIFIAN KHORTOOMI SAEED, "A water cycle optimized wavelet neural network algorithm for demand prediction in cloud computing", Cluster Computing-The Journal of Networks Software Tools and Applications, 2019 Feb vol. 0, no. 0, pp.1-16, 2019.

EMAMI KHANSARI MINA ، SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD, "Virtual sensor as a service: a new multicriteria QoS-aware cloud service composition for IoT applications", Journal of Supercomputing, 2018 Jun vol. 74, no. 10, pp.5485-5512, 2018.

RAHATIBELABAD AHMAD ، SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD, "An Accurate Digital Baseband Predistorter Design for Linearization of RF Power Amplifiers by a Genetic Algorithm Based Hammerstein Structure", Analog Integrated Circuits and Signal Processing, 2018 Apr vol. 2, no. 27, pp.1-19, 2018.

DEZHABAD NAGHMEH ، SHARIFIAN KHORTOOMI SAEED, "Learning-based dynamic scalable load-balanced firewall as a service in network function-virtualized cloud computing environments", Journal of Supercomputing, 2018 Apr vol. 1, no. 1, pp.1-30, 2018.

IRANPOUR EIMAN ، SHARIFIAN KHORTOOMI SAEED, "A distributed load balancing and admission control algorithm based on Fuzzy type-2 and Game theory for large-scale SaaS cloud architectures", Future Generation Computer Systems-The International Journal of Escience, 2018 Mar vol. 1, no. 86, pp.81-98, 2018.

ARIANYAN EHSAN ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED ، TARIGHI MOHSEN, "New Six-Phase On-line Resource Management Process for Energy and SLA Efficient Consolidation in Cloud Data Centers", International Arab Journal of Information Technology, 2018 Jan vol. 15, no. 1, pp.10-20, 2018.

aref miri ، SHARIFIAN KHORTOOMI SAEED ، RASHIDI SHIMA ، Madjid Ghods, "Medical image denoising based on 2D discrete cosinetransform via ant colony optimization", Optik, 2017 Dec vol. 156, no. 0, pp.938-948, 2017.

RAHATIBELABAD AHMAD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "A Novel Generalized Parallel Two-Box Structure for Behavior Modeling and Digital Predistortion of RF Power Amplifiers at LTE Applications", Circuits Systems and Signal Processing, 2017 Nov vol. 20, no. 22, pp.130-152, 2017.

TAGHRIBI ABOLFAZL ، SHARIFIAN KHORTOOMI SAEED, "A Metaheuristically Tuned Interval Type 2 Fuzzy System to Reduce Segmentation Uncertainty in Brain MRI Images", Journal of Medical Systems, 2017 Sep vol. 41, no. 0, pp.1-26, 2017.

FARSHIN ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "A chaotic grey wolf controller allocator for Software Defined Mobile Network (SDMN) for 5th generation of cloud-based cellular systems (5G)", Computer Communications, 2017 Aug vol. 108, no. 1, pp.94-109, 2017.

FARSHIN ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "MAP-SDN: a metaheuristic assignment and provisioning SDN framework for cloud datacenters", Journal of Supercomputing, 2017 Mar vol. 0, no. 0, pp.1-25, 2017.

RAHATIBELABAD AHMAD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "An Adaptive Digital Predistortion for Compensating Nonlinear Distortions in RF Power Amplifier with Memory Effects", Integration-The Vlsi Journal, 2017 Feb vol. 57, no. 0, pp.184-194, 2017.

RASHIDI SHIMA ، SHARIFIAN KHORTOOMI SAEED, "Cloudlet dynamic server selection policy for mobile task off-loading in mobile cloud computing using soft computing techniques", Journal of Supercomputing, 2017 Feb vol. 0, no. 0, pp.1-25, 2017.

ARIANYAN EHSAN ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED, "Multi Target Dynamic VM Consolidation in Cloud Data Centers Using Genetic Algorithm", Journal of Information Science and Engineering, 2016 Nov vol. 32, no. 6, pp.1575-1593, 2016.

RASHIDI SHIMA ، SHARIFIAN KHORTOOMI SAEED, "A hybrid heuristic queue based algorithm for task assignment in mobile cloud", Future Generation Computer Systems-The International Journal of Escience, 2016 Oct vol. 68, no. 0, pp.331-345, 2016.

LOTFI MEHDI ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Time-based feedback-control framework for real-time video surveillance systems with utilization control", Journal of Real-Time Image Processing, 2016 Sep vol. 0, no. 0, pp.1-16, 2016.

MASARAT SAMAN ، SHARIFIAN KHORTOOMI SAEED ، TAHERI HASSAN, "Modified parallel random forest for intrusion detection systems", Journal of Supercomputing, 2016 May vol. 0, no. 0, pp.1-24, 2016.

IRANPOUR EIMAN ، SHARIFIAN KHORTOOMI SAEED, "An FPGA implemented brain emotional learning intelligent admission controller for SaaS cloud servers", Transactions of The Institute of Measurement and Control, 2016 May vol. 1, no. 1, pp.1-15, 2016.

ARIANYAN EHSAN ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED, "Novel Heuristics for Consolidation of Virtual Machines in Cloud Data Centers Using Multi-Criteria Resource Management Solutions", Journal of Supercomputing, 2015 Dec vol. 0, no. 0, , 2015.

ARIANYAN EHSAN ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED, "Novel energy and SLA efficient resource management heuristics for consolidation of virtual machines in cloud data centers", Computers and Electrical Engineering, 2015 Oct vol. 47, no. 0, pp.222-240, 2015.

RAHATIBELABAD AHMAD ، IRANPOUR EIMAN ، SHARIFIAN KHORTOOMI SAEED, "FPGA Implementation of a Hammerstein Based Digital Predistorter for Linearizing RF Power Amplifiers with Memory Effects", Amirkabir International Journal of Electrical and Electronics Engineering, 2015 Oct vol. 47, no. 2, pp.9-17, 2015.

BARATI MASOUD ، SHARIFIAN KHORTOOMI SAEED, "A hybrid heuristic-based tuned support vector regression model for cloud load prediction", Journal of Supercomputing, 2015 Sep vol. 0, no. 0, pp.1-25, 2015.

SOLTANI ABOLFAZL ، AHADI SARKANI S.M. ، Neda Faraji ، SHARIFIAN KHORTOOMI SAEED, "Designing efficient discriminant functions for multi-category classification using evolutionary methods", Neurocomputing, 2015 Sep vol. 2015, no. 1, pp.1-1, 2015.

SOLTANI ABOLFAZL ، SHARIFIAN KHORTOOMI SAEED, "An ultra-high throughput and fully pipelined implementation of AES algorithm on FPGA", Microprocessors and Microsystems, 2015 Jul vol. 39, no. 7, pp.480-493, 2015.

AMIR SHARIFIAN ، SHARIFIAN KHORTOOMI SAEED, "A new power system transient stability assessment method based on Type-2 fuzzy neural network estimation", International Journal of Electrical Power and Energy Systems, 2015 Jan vol. 64, no. 0, pp.71-87, 2015.

TARIGHI MOHSEN ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Intelligent adaptive multi-parameter migration model for load balancing virtualized cluster of servers", Tehnicki Vjesnik-Technical Gazette, 2014 Sep vol. 21, no. 4, pp.970-981, 2014.

SIAHMARGOOEI YAGHOOB ، AKBARI MOHAMMAD KAZEM ، HASHEMI GOLPAYEGANY S.ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "Near-Optimal Virtual Machine Packing Based on Resource Requirement of Service Demands Using Pattern Clustering", International Journal of Advanced Studies In Computer Science and Engineering,Ijascse, 2014 Jul vol. 6, no. 3, pp.1-6, 2014.

TARIGHI MOHSEN ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "A new model for virtual machine migration in virtualized cluster server based on Fuzzy Decision Making", Journal of Telecommunications, 2012 Jan vol. 1, no. 1, pp.40-51, 2012.

SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD ، AKBARI MOHAMMAD KAZEM, "A predictive and probabilistic load-balancing algorithm for cluster-based web servers", Applied Soft Computing, 2011 Jan vol. 11, no. 1, pp.970-981, 2011.

SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD ، AKBARI MOHAMMAD KAZEM, "An approximation-based load-balancing algorithm with admission control for cluster web servers with dynamic workloads", Journal of Supercomputing, 2009 Sep vol. 53, no. 3, pp.440-463, 2009.

SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD ، AKBARI MOHAMMAD KAZEM, "Estimation-Based Load-Balancing with Admission Control for CLUSTER WEB SERVERS", Etri Journal, 2009 Apr vol. 31, no. 2, pp.173-181, 2009.

SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD ، AKBARI MOHAMMAD KAZEM, "A content-based load balancing algorithm with admission control for cluster web servers", Future Generation Computer Systems-The International Journal of Escience, 2008 Oct vol. 24, no. 8, pp.775-787, 2008.

Conference Papers

MOHAMMADI REZA ، SHARIFIAN KHORTOOMI SAEED, "Improving Wind Turbines Blades Damage Detection by Using YOLO BoF and BoS,", 2023 31st International Conference on Electrical Engineering (ICEE), May 2023.

SANGSEFIDI NIUSHA ، SHARIFIAN KHORTOOMI SAEED, "Improving Safe Driving with Diabetic Retinopathy Detection,", International Conference on Artificial Intelligence and Smart Vehicle, May 2023.

BIDARAN ALI ، SHARIFIAN KHORTOOMI SAEED, "Designing an AI-assisted toolbox for fitness activity recognition based on deep CNN,", 12th International Conference on Information and Knowledge Technology, Dec 2021.

AGHAPOUR GANGALABADI ZAHRA ، SHARIFIAN KHORTOOMI SAEED ، TAHERI HASSAN, "An Improved Salp Swarm Algorithm for energy saving in IoT to FOG data communication,", 28th Iranian Conference on Electrical Engineering, Aug 2020.

ZAMANI ALI ، SHARIFIAN KHORTOOMI SAEED, "A Novel Approach for Service Function Chain (SFC) Mapping with Multiple SFC instances in a Fog-To-Cloud Computing System,", SIGNAL PROCESSING AND INTELLIGENT SYSTEMS, Dec 2018.

BABAEE MOHAMMAD ، SHARIFIAN KHORTOOMI SAEED, "Calibration of Triaxial Magnetometers for IoT Applications Using Metaheuristic Methods,", Iranian Conference on Signal Processing and Intelligent Systems, Dec 2018.

YAZDANIAN PEYMAN ، SHARIFIAN KHORTOOMI SAEED, "Cloud Workload Prediction Using ConvNet And Stacked LSTM,", (2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS, Dec 2018.

KHADEMINORI MILAD ، SHARIFIAN KHORTOOMI SAEED, "A QGSA Cluster Head Selection Approach for Hierarchical Routing Protocol in the EH-WSNs,", ICSPIC, Dec 2018.

BABAEE MOHAMMAD ، SHARIFIAN KHORTOOMI SAEED, "An Improved Spread Factor Assignment Method for Large-Scale LoRaWAN Deployments in IoT,", Conference on Signal Processing and Intelligent Systems, Dec 2018.

HALIMI MILANI OMID ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Multiobjective Optimization in the Cloud Computing Environment for Storage Service Selection,", 4th Iranian Conference on Signal Processing and Intelligent Systems, Dec 2018.

GHOLIZADESHIRDARREH NEGIN ، SHARIFIAN KHORTOOMI SAEED, "A load and delay-aware internet of things virtual sensors service assignment in cloud,", (25th Iranian Conference on Electrical Engineering(ICEE 2017, May 2017.

KAZEMI SEYYEDFARSHAD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "A Home Energy Management System Using Gray Wolf Optimizer In Smart Grids,", 2nd Conference on Swarm Intelligence and Evolutionary Computation (CSIEC2017), Mar 2017.

SOLTANPOUR MOHSEN ، FAEZ KARIM ، SHARIFIAN KHORTOOMI SAEED ، POURAHMADI VAHID, "Enhance Evoked Potentials Detection Using RBF Neural Networks: Application to Brain-Computer Interface,", 2nd International Conference on Signal Processing and Intelligent System, Dec 2016.

GHAFFARI SINA ، SHARIFIAN KHORTOOMI SAEED, "FPGA-based Convolutional Neural Network Accelerator design using High Level Synthesize,", 2nd International Conference on Signal Processing and Intelligent Systems, Dec 2016.

KHADEMSOHI HOSSEIN ، SHARIFIAN KHORTOOMI SAEED ، FAEZ KARIM, "Accuracy-Energy Optimized Location Estimation Method for Mobile Smartphones by GPS/INS Data Fusion,", 2nd International Conference on Signal Processing and Intelligent Systems, Dec 2016.

RAHATIBELABAD AHMAD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "An Accurate Digital Predistorter Based on a Generalized Two-Box model for LTE Applications,", 2nd International Conference on Signal Processing and Intelligent Systems, Dec 2016.

ZIAEEPOUR AMIRAHMAD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Bayesian Training of Artificial Neural Networks Using MCMC-PSO with Applications in Time Series,", International Conference on New Research Achievements in Electrical and Computer Engineering, May 2016.

SIAHMARGOOEI YAGHOOB ، AKBARI MOHAMMAD KAZEM ، HASHEMI GOLPAYEGANY S.ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "Auto-Scaling of Cloud Computing Resources Based on Clustering of Instantaneous Request Patterns of Services in form of Off-line Computations,", 2nd. International Conference on Information Technology, Communications and Telecommunications, Mar 2016.

SIAHMARGOOEI YAGHOOB ، AKBARI MOHAMMAD KAZEM ، HASHEMI GOLPAYEGANY S.ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "Optimal Allocation of VM Resources According to Quality of Services Metrics for Reducing Cost in the Cloud Computing,", 2nd. International Conference on Information Technology, Communications and Telecommunications, Mar 2016.

SEDIGH MILAD ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED, "Dynamic prediction scheduling for virtual machine placement via ant colony optimization,", 1st International Conference on Signal Processing and Intelligent Systems (SPIS), Dec 2015.

BARATI MASOUD ، SHARIFIAN KHORTOOMI SAEED, "A New SA-SVR method for Workload Prediction in Cloud Computing,", The first international conference on signal processing & intelligent systems, Dec 2015.

DEZHABAD NAGHMEH ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "A proposed architecture for soft computing in smart grid as a cloud-based service,", 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI), Nov 2015.

BARATI MASOUD ، SHARIFIAN KHORTOOMI SAEED, "A NEW HYBRID MODEL FOR REQUEST RATE PREDICTION IN MOBILE CLOUD COMPUTING,", Iranian Conference on Electrical Engineering, May 2015.

RASHIDI SHIMA ، SHARIFIAN KHORTOOMI SAEED, "Intelligent allocation algorithm for task offloading in mobile cloud computing,", 23 Th Iranian Conference on Electrical Engineering, May 2015.

GHASEMI HOSEIN ، TOROGHIHAGHIGHAT ALIREZA ، RAZZAZI MOHAMMAD REZA ، SHARIFIAN KHORTOOMI SAEED, "Pervasive privacy: A practical context-aware system to preserve privacy on android smartphones,", I7th Conference on Information and Knowledge Technology (IKT), 2015, May 2015.

GHASEMI HOSEIN ، RAZZAZI MOHAMMAD REZA ، SHARIFIAN KHORTOOMI SAEED, "Pervasive Privacy: A Practical Context-Aware System to Preserve Privacy on Android Smartphones,", The 7th Conference on Information and Knowledge Technology (IKT 2015), May 2015.

DEZHABAD NAGHMEH ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Dynamic Scalable Firewall Allocation in Cloud Infrasructure using Markov Decision Process,", second computer science conference on computer and information technology, Nov 2014.

MASARAT SAMAN ، TAHERI HASSAN ، SHARIFIAN KHORTOOMI SAEED, "A novel framework, based on fuzzy ensemble of classifiers for intrusion detection systems,", 4th International eConference on Computer and Knowledge Engineering (ICCKE), 2014, Oct 2014.

SIAHMARGOOEI YAGHOOB ، AKBARI MOHAMMAD KAZEM ، HASHEMI GOLPAYEGANY S.ALIREZA ، SHARIFIAN KHORTOOMI SAEED, "Virtual Machines Resources Auto-scaling Using Services Request Patterns Clustering,", 4th International Conference on Information Technology Management,Communication and Computer, Jun 2014.

AZADI HAMID ، SHARIFIAN KHORTOOMI SAEED ، MOTAMEDI S.AHMAD, "Packet Loss Probability Estimation with Kalman Filter,", The 6th Conference on Information and Knowledge Technology, May 2014.

ABDI SOLMAZ ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Task Scheduling using Modified PSO Algorithm in Cloud Computing Environment,", International Conference on Machine Learning, Electrical and Mechanical Engineering (ICMLEME2014), Jan 2014.

ESMAEILI LEILA ، Vahid Amiry ، AKBARI MOHAMMAD KAZEM ، SHARIFIAN KHORTOOMI SAEED, "Distributed Classification of Persian News (Case study: Hamshahri News Dataset),", 3rd International eConference on Computer and Knowledge Engineering, Oct 2013.

Ali Varamesh ، AKBARI MOHAMMAD KAZEM ، M. Fereiduni ، SHARIFIAN KHORTOOMI SAEED ، Bagheri Alireza, "Distributed Clique Percolation based Community Detection on Social Networks using MapReduce,", 5th Conference on Information and Knowledge Technology (IKT 2013), May 2013.

FARHADI MASOUD ، MOTAMEDI S.AHMAD ، SHARIFIAN KHORTOOMI SAEED, "Efficient Human Detection Based on Parallel Implementation of Gradient and Texture Feature Extraction Methods,", 7th Iranian Machine Vision and Image Processing (MVIP2011), Nov 2011.

Taught Courses

Course title

Description

Headlines

Date

Computer Architecture and Microcontrollers

4051

Multimedia Systems

introduction to multimedia systems

4042

Advanced Application of Artificial Intelligence and Digital Transformation

Advanced application of artificial intelligence and digital transformation

4042

Seminar

4041

Neural Networks and Deep Learning

4041

Data analytics

4032

Multimedia Systems

4032