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Amir Masoud Rahmani

Amir Masoud Rahmani

PhD

About

482
Publications
159,209
Reads
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6,818
Citations
Introduction
Amir Masoud Rahmani is a (Full) Professor of computer engineering. Founder of Journal of Advances in Computer Engineering (JACET). http://jacet.srbiau.ac.ir/
Additional affiliations
November 2015 - November 2017
February 2014 - present
Islamic Azad University
Position
  • Professor
February 2014 - November 2015
Islamic Azad University Tehran Science and Research Branch
Position
  • Dean of Faculty of Engineering

Publications

Publications (482)
Article
Full-text available
Background More than 3 billion people do not have access to clean energy and primarily use solid fuels to cook. Use of solid fuels generates household air pollution, which was associated with more than 2 million deaths in 2019. Although local patterns in cooking vary systematically, subnational trends in use of solid fuels have yet to be comprehens...
Article
Full-text available
The Internet of Things (IoT) is expected to connect devices with unique identifiers over a network to create an equilibrium system with high speeds and volumes of data while presenting an interoperability challenge. The IoT data management system is indispensable for attaining effective and efficient performance because IoT sensors generate and col...
Article
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The Internet of Things (IoT) and cloud computing are new concepts in revolutionized communication and information technologies. Different technologies, for example, transportation and healthcare, can benefit from Cloud of Things (CloudIoT) for mobile and fixed resource applications with great promises. Fixed and mobile resources are very important...
Article
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Cloud computing and the Internet of Things (IoT) are new platforms in the information and communication technology revolution. Selecting Cloud of Things (CloudIoT) in applications with fixed and mobile resources can provide many opportunities in different technologies, such as healthcare and transportation. Discovering fixed and mobile resources ar...
Article
The Covid‐19 pandemic has affected many lives over the past year. In addition to the enormous health cost, the necessary lockdowns and government‐mandated suspension to prevent the spread of the virus had a huge economic impact. The new challenges in 2021 were combating new virus mutations and providing effective vaccines globally. Artificial intel...
Article
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The Internet of Medical Things (IoMT) has overcome the privacy challenges of E-healthcare-based Internet of Things (IoT) systems to protect the joined people’s private records to IoMT infrastructures and support their information security in different layers. By deploying various medical applications, security and privacy are challenging for the Io...
Article
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Today, the Internet of Things (IoT) technology is increasingly applied to various applications such as electronic health, smart cities, car networks, positioning systems, and virtual reality. Due to this growing use of IoT, huge amounts of data are being generated unceasingly, which require extensive and continuous processing. As IoT sensors genera...
Article
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In recent years, flying ad hoc networks have attracted the attention of many researchers in industry and universities due to easy deployment, proper operational costs, and diverse applications. Designing an efficient routing protocol is challenging due to unique characteristics of these networks such as very fast motion of nodes, frequent changes o...
Article
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Background: Understanding the magnitude of cancer burden attributable to potentially modifiable risk factors is crucial for development of effective prevention and mitigation strategies. We analysed results from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 to inform cancer control planning efforts globally. Methods:...
Article
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Background: The global burden of lower respiratory infections (LRIs) and corresponding risk factors in children older than 5 years and adults has not been studied as comprehensively as it has been in children younger than 5 years. We assessed the burden and trends of LRIs and risk factors across all age groups by sex, for 204 countries and territor...
Article
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Since early 2020, Coronavirus Disease 2019 (COVID-19) has spread widely around the world. COVID-19 infects the lungs, leading to breathing difficulties. Early detection of COVID-19 is important for the prevention and treatment of pandemic. Numerous sources of medical images (e.g., Chest X-Rays (CXR), Computed Tomography (CT), and Magnetic Resonance...
Article
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The most common Internet of Things (IoT) scenarios entail devices with limited energy resources and need to be connected to the Internet via wireless networks. This has driven the recent development of low‐power wide‐area networks (LPWANs) and the rise of the Long Range (LoRa) technology. The LoRa protocol has a simple modulation scheme that ensure...
Article
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Background: Globally, transport and unintentional injuries persist as leading preventable causes of mortality and morbidity for adolescents. We sought to report comprehensive trends in injury-related mortality and morbidity for adolescents aged 10-24 years during the past three decades. Methods: Using the Global Burden of Disease, Injuries, and...
Article
In this research, we discuss the methods that have been proposed so far to solve automatic summarization, in which both single-text and multi-text are summarized with emphasis on experimental methods and text extraction techniques. In multi-text summarization, retrieving redundant information that is readable and coherent and contains maximum infor...
Article
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Nowadays, optimal value creation by smart awareness in the composition of enterprise business services in an architecture-centric way in industrial internet of things (IIoT) manufacturing is a leading trend. In this research, as the first innovation, integer linear optimization modeling of enterprise service composition (ESC) as an NP-hard problem...
Article
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Heterogeneous cloud datacenters are well-suited and cost-efficient platforms for execution of scientific workflows requested from academics. Workflow scheduling algorithms have drastic impacts on the objectives that stakeholders in the system expect. This paper models the scientific workflow scheduling issue to a bi-objective optimization problem w...
Article
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The Internet of Things (IoT) has a significant impact on our daily lives as applications, services, devices, and industries become more intelligent. Artificial intelligence (AI) is expected to significantly influence machine learning training on IoT devices without data sharing. Federated learning (FL) is a distributed machine learning method used...
Article
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Background The health risks associated with moderate alcohol consumption continue to be debated. Small amounts of alcohol might lower the risk of some health outcomes but increase the risk of others, suggesting that the overall risk depends, in part, on background disease rates, which vary by region, age, sex, and year. Methods For this analysis,...
Article
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Plant competition is a fundamental process in plant communities. In one neighbourhood, different plants compete with each other to access shared resources. This paper presents a novel evolutionary algorithm, plant competition optimization (PCO) algorithm, inspired by plant competition processes. In this algorithm, each feasible solution to an optim...
Article
Recent advances in technology have resulted in generating or collecting massive volumes of data from rich data resources such as sensors and mobile devices in Internet of Things (IoT). Using data mining techniques can help overcome the mining problem in Fog computing environments which include millions of IoT devices. In addition, it can optimize r...
Article
Virtualization plays an essential role in decreasing energy consumption and optimizing resource utilization by enabling the creation of virtual machines (VM) and their consolidation through live migration. Excessive migrations and a lack of required VMs are two critical factors in QoS degradation. The current consolidation approaches impose an inte...
Article
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Nowadays, internet of things (IoT) applications, especially in smart cities, are fast developing. Clustering is a promising solution for handling IoT issues such as energy efficiency, scalability, robustness, mobility, load balancing, and so on. The clustering method, which can be applied in IoT, groups sensor nodes into clusters with one node oper...
Article
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Background: Combating viral hepatitis is part of the UN Sustainable Development Goals (SDGs), and WHO has put forth hepatitis B elimination targets in its Global Health Sector Strategy on Viral Hepatitis (WHO-GHSS) and Interim Guidance for Country Validation of Viral Hepatitis Elimination (WHO Interim Guidance). We estimated the global, regional, a...
Conference Paper
The Internet of Things has become a fast-growing area and has attracted considerable attention from the research communities. To provide satisfactory performance and efficiency in smart applications, it is inevitable to apply proper and efficient load balancing mechanisms. This paper presents a container-based load balancing and monitoring approach...
Article
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Pipelines are the safest tools for transporting oil and gas. However, the environmental effects and sabotage of hostile people cause corrosion and decay of pipelines, which bring financial and environmental damages. Today, new technologies such as the Internet of Things (IoT) and wireless sensor networks (WSNs) can provide solutions to monitor and...
Article
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The cloud of things (CloudIoT) represents a general system of supporting infrastructure for storing and processing information gathered from smart objects and their communications.There are many resources used to respond to requests in the CloudIoT environment. Therefore, a primary challenge in these systems is resource discovery based on the reque...
Article
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Considering the importance of biosensors on the Internet of the patient body that collect vital signs and transmit them to the coordinator, energy consumption and network lifetime are essential challenges in these networks. This paper, it has been tried to present a method based on adapting sampling rate through patient’s risk and discovered patter...
Article
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Data routing processing in vehicular ad hoc networks (VANETs) with some QoS constraints, including delay bound and limited bandwidth, is an NP-Hard problem. Routing efficiency can be enhanced if more information is applied in routing decisions. Software-defined networks (SDNs) optimize network resources such as bandwidth by providing a global persp...
Article
Flying ad-hoc networks (FANETs) have many applications in military, industrial and agricultural areas. Due to specific features of FANETs, such as high-speed nodes, low density of nodes in the network, and rapid changes in the topology, most routing protocols designed for mobile ad hoc networks (MANETs) or vehicular ad hoc networks (VANETs) are not...
Article
Full-text available
The dew computing paradigm is emerging as a complement of cloud computing to cover its limitations. Independence is one of the essential features of dew computing. It means that it can continue to provide services without an Internet connection. These characteristics of dew computing allow it to find a niche in real-time applications. The importanc...
Article
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In recent years, cloud computing can be considered an emerging technology that can share resources with users. Because cloud computing is on-demand, efficient use of resources such as memory, processors, bandwidth, etc., is a big challenge. Despite the advantages of cloud computing, sometimes it is not a proper choice due to its delay in responding...
Article
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Visible light communication (VLC) network is an appropriate solution to meet the 5G and 6G. It can overcome the spectrum scarcity and capacity in the radio frequency (RF) networks. This network faces some challenges. Obstacles can break links and disconnect the network. Mobile nodes cannot receive data continuously because the transmitters have few...
Article
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The Internet of Things (IoT) is a network of physical instruments, software, and sensors connected to the Internet. The IoT produces massive data, where this enormous volume of data allows the use of deep learning algorithms. The recent upgrade of the hardware boosting the computational power has resulted in utilizing deep learning alongside the Io...
Article
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Fog computing is widely used as a mediation layer to fill the gap between Internet of Things (IoT) nodes and cloud datacenters. The fog layer can provide higher availability and better response time to IoT applications with its distributed and near-to-user nature. This paper proposes an end-to-end architecture to integrate IoT, fog, and cloud layer...
Article
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Background Better evaluation of existing health programmes, appropriate policy making against emerging health threats, and reducing inequalities in Iran rely on a comprehensive national and subnational breakdown of the burden of diseases, injuries, and risk factors. Methods In this systematic analysis, we present the national and subnational estim...
Article
Full-text available
Background Colorectal cancer is the third leading cause of cancer deaths worldwide. Given the recent increasing trends in colorectal cancer incidence globally, up-to-date information on the colorectal cancer burden could guide screening, early detection, and treatment strategies, and help effectively allocate resources. We examined the temporal pat...
Article
Task offloading is one of the main concepts in fog computing which improves the system efficiency and decreases latency. Previously proposed models, such as exponential queue models, addressed the offloading models in a simple model. This study proposes a novel analytical model that examines batch queuing systems and the influence of batch size-dep...
Article
Full-text available
Importance: The Global Burden of Diseases, Injuries, and Risk Factors Study 2019 (GBD 2019) provided systematic estimates of incidence, morbidity, and mortality to inform local and international efforts toward reducing cancer burden. Objective: To estimate cancer burden and trends globally for 204 countries and territories and by Sociodemographic...
Article
Full-text available
Energy consumption is one of the main concerns in wireless sensor networks (WSNs). In this context, congestion is one of the problems which by dropping the data packets, increases the energy consumption of WSN, and reduces its lifetime. In this paper, we deal with these problems and present a distributed fuzzy clustering scheme that uses two Fuzzy...
Article
Internet of Things (IoT) is a new phenomenon that proposes novel business opportunities. IoT allows the world to be programmable and might provide several benefits for organizations. Based on the IoT survey, cyber‐security issues are among the most extensive and complicated challenges faced by IoT devices. Threat detection is considered a preventiv...
Article
Full-text available
Data routing processing in vehicular ad hoc networks (VANETs) with some QoS constraints, including delay bound and limited bandwidth, is an NP-Hard problem. If more information is applied in routing decisions, the efficiency of routing can be enhanced. Software-defined networks (SDNs) optimize network resources such as bandwidth by providing a glob...
Article
Full-text available
Business processes decomposition and also smart awareness are the two major emerging trends regarding future business values. Effecting factors on the complexity of decision models in Internet of Things (IoT) ecosystems such as nonlinearity of objective functions, discretization of problem solving space, problem size, and also limited resources res...
Article
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Rapid and exponential development of textual data in recent years has yielded to the need for automatic text summarization models which aim to automatically condense a piece of text into a shorter version. Although various unsupervised and machine learning-based approaches have been introduced for text summarization during the last decades, the eme...
Article
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Fog Computing continues to extend its usage by solving cloud computing challenges about Internet of Things (IoT). Fog nodes as a processing resource, can perform tasks generated by IoT devices. IoT as a client are concerned with the timely execution of their tasks and also lower cost services, and on the other hand, they are looking for a secured t...
Article
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In the last decade, the scale of heterogeneous computing (HC) systems such as heterogeneous cloud computing environments was growing like never before. So network failures are unavoidable in such systems, which affect system reliability. Since the task scheduling algorithm in HC is challenging, we investigate a new reliability-aware task scheduling...
Article
Full-text available
With the quick progress of wireless technologies, the Internet of Things (IoT) has been recognized as the main part of daily people's lives that makes their life more convenient by utilizing a diverse range of smart devices. Over the last decade, various useful and forthcoming application fields have been developed by taking advantage of the IoT co...