The implementation of local micro smart grids has become relevant for many people and poses a milestone on the way to a more sustainable future via efficient usage of locally generated renewable energy. Building a mic...
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Data coming from various sources present significant differences at the schema level, especially in case of relational and non-relational data sources. A common interface for representing database structure and operat...
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Quantum computing has long promised to revolutionize the way we solve complex problems. At the same time, tensor networks are widely used across various fields due to their computational efficiency and capacity to rep...
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3D Gaussian Splatting (3DGS) is a process that enables the direct creation of 3D objects from 2D images. This representation offers numerous advantages, including rapid training and rendering. However, a significant l...
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Wireless Sensor Networks(WSN)has evolved into a key technology for ubiquitous living and the domain of interest has remained active in research owing to its extensive range of *** spite of this,it is challenging to de...
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Wireless Sensor Networks(WSN)has evolved into a key technology for ubiquitous living and the domain of interest has remained active in research owing to its extensive range of *** spite of this,it is challenging to design energy-efficient *** routing approaches are leveraged to reduce the utilization of energy and prolonging the lifespan of *** order to solve the restricted energy problem,it is essential to reduce the energy utilization of data,transmitted from the routing protocol and improve network *** this background,the current study proposes a novel Differential Evolution with Arithmetic Optimization Algorithm Enabled Multi-hop Routing Protocol(DEAOA-MHRP)for *** aim of the proposed DEAOA-MHRP model is select the optimal routes to reach the destination in *** accomplish this,DEAOA-MHRP model initially integrates the concepts of Different Evolution(DE)and Arithmetic Optimization Algorithms(AOA)to improve convergence rate and solution ***,the inclusion of DE in traditional AOA helps in overcoming local optima *** addition,the proposed DEAOA-MRP technique derives a fitness function comprising two input variables such as residual energy and *** order to ensure the energy efficient performance of DEAOA-MHRP model,a detailed comparative study was conducted and the results established its superior performance over recent approaches.
In the era of digital communication, detecting emotions has become crucial for applications ranging from customer service to mental health assessment. This study examines emotion recognition in text through various ma...
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In the era of digital communication, detecting emotions has become crucial for applications ranging from customer service to mental health assessment. This study examines emotion recognition in text through various machine learning techniques, from traditional machine learning techniques, to advanced large language models (LLMs) such as BERT, Falcon 7B, and Mistral 7B. The results reveal that the fine-tuned Mistral 7B model is the most precise, achieving an accuracy of 76%. Furthermore, Support Vector Machine attained an accuracy of 64%.
This Survey presents a study on the amount of data available around us from its various sources, then provides an explanation of trending topics and their benefits in our daily lives. In fact, this survey presents the...
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In the ever-growing realm of the Internet of Things (IoT), ensuring the security of interconnected devices is of paramount importance. This paper discusses the process of spotting cyber breaches in IoT devices, a sign...
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The Blockchain technology moves data nodes and data streams from one informatics center to another based on the importance of Bitcoins, resulting in a dedicated, public, and secure network for interpretation and devel...
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The use of gas in daily life is very important, especially in household life where it has become a major need. There are risks related to gas usage to the user and the community, such as gas leakage, which can be fata...
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