A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects
AE Ezugwu, AM Ikotun, OO Oyelade… - … Applications of Artificial …, 2022 - Elsevier
Clustering is an essential tool in data mining research and applications. It is the subject of
active research in many fields of study, such as computer science, data science, statistics …
active research in many fields of study, such as computer science, data science, statistics …
Energy aware optimized clustering for hierarchical routing in wireless sensor network
RK Yadav, RP Mahapatra - Computer Science Review, 2021 - Elsevier
Abstract In fact, Cluster Head (CH) can be selected randomly or based on one or more
criteria that directly pave the way for maximizing network lifetime. However, the selection of …
criteria that directly pave the way for maximizing network lifetime. However, the selection of …
A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment
M Ghobaei-Arani, A Shahidinejad - Expert Systems with Applications, 2022 - Elsevier
The rapid development of Internet of Things (IoT)-based applications and the era of 5G
networks has led to an exponential increase in the amount of data required for processing …
networks has led to an exponential increase in the amount of data required for processing …
Early detection of diabetic retinopathy using PCA-firefly based deep learning model
Diabetic Retinopathy is a major cause of vision loss and blindness affecting millions of
people across the globe. Although there are established screening methods-fluorescein …
people across the globe. Although there are established screening methods-fluorescein …
A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU
The human population is growing at a very rapid scale. With this progressive growth, it is
extremely important to ensure that healthy food is available for the survival of the inhabitants …
extremely important to ensure that healthy food is available for the survival of the inhabitants …
A metaheuristic optimization approach for energy efficiency in the IoT networks
C Iwendi, PKR Maddikunta… - Software: Practice …, 2021 - Wiley Online Library
Summary Recently Internet of Things (IoT) is being used in several fields like smart city,
agriculture, weather forecasting, smart grids, waste management, etc. Even though IoT has …
agriculture, weather forecasting, smart grids, waste management, etc. Even though IoT has …
Multi-objective cluster head selection using fitness averaged rider optimization algorithm for IoT networks in smart cities
Typically, there are a lot of challenges to be faced with providing better performance and
energy optimization in the Internet of Things (IoT) in a smart city. In IoT and wireless sensor …
energy optimization in the Internet of Things (IoT) in a smart city. In IoT and wireless sensor …
T2FL-PSO: Type-2 fuzzy logic-based particle swarm optimization algorithm used to maximize the lifetime of Internet of Things
S Sennan, S Ramasubbareddy… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, the Internet of Things (IoT) has evolved as a research field that transforms
human lifestyle from traditional to sophisticated. In IoT, the network plays a crucial role in …
human lifestyle from traditional to sophisticated. In IoT, the network plays a crucial role in …
Service discovery in the Internet of Things: review of current trends and research challenges
Recent technologies have made the life of people more comfortable and more
straightforward than it was before. With the development of information technology, the …
straightforward than it was before. With the development of information technology, the …
Optimizing hybrid metaheuristic algorithm with cluster head to improve performance metrics on the IoT
Abstract The Internet of Things (IoT) has subsequently been applied to a variety of sectors,
including smart grids, farming, weather prediction, power generation, wastewater treatment …
including smart grids, farming, weather prediction, power generation, wastewater treatment …