Browsing by Author "Navimipour, Nima Jafari"
Now showing items 1-20 of 42
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Adventures in data analysis: a systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems
Amiri, Zahra; Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet; Mousavi, Ali (Springer, 2023)Machine Learning (ML) and Deep Learning (DL) have achieved high success in many textual, auditory, medical imaging, and visual recognition patterns. Concerning the importance of ML/DL in recognizing patterns due to its ... -
The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things
Aminizadeh, Sarina; Heidari, Arash; Toumaj, Shiva; Darbandi, Mehdi; Navimipour, Nima Jafari; Rezaei, Mahsa; Talebi, Samira (Elsevier Ireland Ltd, 2023)Medical data processing has grown into a prominent topic in the latest decades with the primary goal of maintaining patient data via new information technologies, including the Internet of Things (IoT) and sensor technologies, ... -
Applications of ML/DL in the management of smart cities and societies based on new trends in information technologies: A systematic literature review
Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet (Elsevier, 2022)The goal of managing smart cities and societies is to maximize the efficient use of finite resources while enhancing the quality of life. To establish a sustainable urban existence, smart cities use some new technologies ... -
Blockchain Systems in Embedded Internet of Things: Systematic Literature Review, Challenges Analysis, and Future Direction Suggestions
Darbandi, Mehdi; Al-Khafaji, Hamza Mohammed Ridha; Nasab, Seyed Hamid Hosseini; AlHamad, Ahmad Qasim Mohammad; Ergashevich, Beknazarov Zafarjon; Navimipour, Nima Jafari (Mdpi, 2022)Internet of Things (IoT) environments can extensively use embedded devices. Without the participation of consumers; tiny IoT devices will function and interact with one another, but their operations must be reliable and ... -
A cloud database route scheduling method using a hybrid optimization algorithm
Baghi, Zahra Shokri; Navimipour, Nima Jafari (Wiley, 2023)Cloud computing has appeared as a technology allowing a company to employ computing resources such as applications, software, and hardware to calculate over the Internet. Scholars have paid great attention to cloud computing ... -
Cloud healthcare services: A comprehensive and systematic literature review
Rahimi, Morteza; Navimipour, Nima Jafari; Hosseinzadeh, Mehdi; Moattar, Mohammad Hossein; Darwesh, Aso (Wiley, 2022)Over the last decade, the landscape of cloud computing has been significantly changed. It has been known as a paradigm in which a shared pool of computing resources is accessible for users. The rapid growth of the healthcare ... -
A comprehensive and systematic literature review on the big data management techniques in the internet of things
NaghibnAff, Arezou; Navimipour, Nima Jafari; Hosseinzadeh, Mehdi; Sharifi, Arash (Springer, 2023)The Internet of Things (IoT) is a communication paradigm and a collection of heterogeneous interconnected devices. It produces large-scale distributed, and diverse data called big data. Big Data Management (BDM) in IoT is ... -
Deep Q-Learning Technique for Offloading Offline/Online Computation in Blockchain-Enabled Green IoT-Edge Scenarios
Heidari, Arash; Jamali, Mohammad Ali Jabraeil; Navimipour, Nima Jafari; Akbarpour, Shahin (Mdpi, 2022)The number of Internet of Things (IoT)-related innovations has recently increased exponentially, with numerous IoT objects being invented one after the other. Where and how many resources can be transferred to carry out ... -
An efficient and energy-aware design of a novel nano-scale reversible adder using a quantum-based platform
Ahmadpour, Seyed-Sajad; Navimipour, Nima Jafari; Mosleh, Mohammad; Bahar, Ali Newaz; Das, Jadav Chandra; De, Debashis; Yalcin, Senay (Elsevier, 2022)Quantum-dot cellular automata (QCA) is a domain coupling nano-technology that has drawn significant attention for less power consumption, area, and design overhead. It is able to achieve a high speed over the CMOS technology. ... -
An Energy-Aware IoT Routing Approach Based on a Swarm Optimization Algorithm and a Clustering Technique
Sadrishojaei, Mahyar; Navimipour, Nima Jafari; Reshadi, Midia; Hosseinzadeh, Mehdi (Springer, 2022)The Internet of Things (IoT) comprises many nodes dispersed around a particular target region, and it has lately been applied in a variety of sectors such as smart cities, farming, climatology, smart metering, waste ... -
An Energy-Aware Load Balancing Method for IoT-Based Smart Recycling Machines Using an Artificial Chemical Reaction Optimization Algorithm
Milan, Sara Tabaghchi; Darbandi, Mehdi; Navimipour, Nima Jafari; Yalcin, Senay (Mdpi, 2023)Recycling is very important for a sustainable and clean environment. Developed and developing countries are both facing the problem of waste management and recycling issues. On the other hand, the Internet of Things (IoT) ... -
Evaluating the Effect of Human Factors on Big Data Analytics and Cloud of Things Adoption in the Manufacturing Micro, Small, and Medium Enterprises
Kavre, Mahesh S.; Gardas, Bhaskar B.; Narwane, Vaibhav S.; Navimipour, Nima Jafari; Yalcin, Senay (IEEE Computer Soc, 2022)The purpose of the study is to explore and analyze human factors that influence big data analytics and the cloud of things adoption across Indian micro, small, and medium enterprises (MSMEs). The human factors were identified ... -
A fault-tolerant image processor for executing the morphology operations based on a nanoscale technology
Seyedi, Saeid; Navimipour, Nima Jafari (Springer, 2023)The morphology algorithms are an exciting field that provides a powerful and unified method applied to image and video processing applications. Also, they have many advantages to give manageable hardware implementations ... -
Fault-Tolerant Load Balancing in Cloud Computing: A Systematic Literature Review
Mohammadian, Vahid; Navimipour, Nima Jafari; Hosseinzadeh, Mehdi; Darwesh, Aso (IEEE-Inst Electrical Electronics Engineers Inc, 2022)Nowadays, cloud computing is growing daily and has been developed as an effective and flexible paradigm in solving large-scale problems. It has been known as an Internet-based computing model in which computing and virtual ... -
A Fuzzy-Based Method for Objects Selection in Blockchain-Enabled Edge-IoT Platforms Using a Hybrid Multi-Criteria Decision-Making Model
Gardas, Bhaskar B.; Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet (Mdpi, 2022)The broad availability of connected and intelligent devices has increased the demand for Internet of Things (IoT) applications that require more intense data storage and processing. However, cloud-based IoT systems are ... -
A green, secure, and deep intelligent method for dynamic IoT-edge-cloud offloading scenarios
Heidari, Arash; Navimipour, Nima Jafari; Jamali, Mohammad Ali Jabraeil; Akbarpour, Shahin (Elsevier, 2023)To fulfill people's expectations for smart and user-friendly Internet of Things (IoT) applications, the quantity of processing is fast expanding, and task latency constraints are becoming extremely rigorous. On the other ... -
The History of Computing in Iran (Persia)-Since the Achaemenid Empire
Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet (Mdpi, 2022)Persia was the early name for the territory that is currently recognized as Iran. Iran's proud history starts with the Achaemenid Empire, which began in the 6th century BCE (c. 550). The Iranians provided numerous innovative ... -
A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning
Heidari, Arash; Navimipour, Nima Jafari; Jamali, Mohammad Ali Jabraeil; Akbarpour, Shahin (Elsevier, 2023)Offloading assists in overcoming the resource constraints of specific elements, making it one of the primary technical enablers of the Internet of Things (IoT). IoT devices with low battery capacities can use the edge to ... -
Implementation of a Product-Recommender System in an IoT-Based Smart Shopping Using Fuzzy Logic and Apriori Algorithm
Yan, Shu-Rong; Pirooznia, Sina; Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet (IEEE-Inst Electrical Electronics Engineers Inc, 2022)The Internet of Things (IoT) has recently become important in accelerating various functions, from manufacturing and business to healthcare and retail. A recommender system can handle the problem of information and data ... -
Machine learning applications for COVID-19 outbreak management
Heidari, Arash; Navimipour, Nima Jafari; Unal, Mehmet; Toumaj, Shiva (Springer London Ltd, 2022)Recently, the COVID-19 epidemic has resulted in millions of deaths and has impacted practically every area of human life. Several machine learning (ML) approaches are employed in the medical field in many applications, ...