Intracranial Hemorrhage (ICH) or Intracranial Bleeding is a severe problem for a person who rushes towards death unless it is recognized accurately within a short period. Commonly, it occurs within the skull or brain....
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Crop losses pose a serious danger to global food security, and this problem also affects maize crops. To successfully address this issue, precise disease detection techniques are required. However, a major hurdle to d...
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The rapid development of Wireless Body Area Network (WBAN) based remote healthcare system allows real-time patient health monitoring. However, during emergency situations, direct transmission of health data to a cloud...
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Distributed denial-of-service (DDoS) attacks may disrupt the normal functioning of the targeted networks, severely impacting internet services. Classifying distributed denial of service attacks is essential for develo...
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Blockchain technology, celebrated for its decentralized architecture and promise of transparency, has also become a conduit for illicit activities. This paper introduces a novel rule-based methodology for detecting il...
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optimization algorithms play a crucial role in solving complex problems in various domains. Single-objective optimization algorithms aim to discover the most optimal solution for a particular objective function, commo...
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The rise of E-learning platforms has created a requirement to monitor and evaluate student performance while delivering interactive content, ultimately improving student learning. This research project focuses on stud...
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Because of their superior problem-solving ability,nature-inspired optimization algorithms are being regularly used in solving complex real-world optimization *** academics have recently focused on meta-heuristic algor...
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Because of their superior problem-solving ability,nature-inspired optimization algorithms are being regularly used in solving complex real-world optimization *** academics have recently focused on meta-heuristic algorithms to solve various optimization *** the state-of-the-art algorithms,Differential Evolution(DE)is one of the most successful algorithms and is frequently used to solve various industrial *** the previous 2 decades,DE has been heavily modified to improve its *** DE variations secured positions in IEEE CEC competitions,establishing their ***,to our knowledge,there has never been a comparison of performance across various CEC-winning DE versions,which could aid in determining which is the most *** this study,the performance of DE and its eight other IEEE CEC competition-winning variants are ***,the algorithms have evaluated IEEE CEC 2019 and 2020 bound-constrained functions,and the performances have been *** unconstrained problem from IEEE CEC 2011 problem suite and five other constrained mechanical engineering design problems,out of which four issues have been taken from IEEE CEC 2020 non-convex constrained optimization suite,have been solved to compare the *** analyses like Friedman's test and Wilcoxon's test are executed to verify the algorithm’s ability *** analysis exposes that none of the DE variants can solve all the problems *** of SHADE and ELSHADE-SPACMA are considerable among the methods used for comparison to solve such mechanical design problems.
The design and implementation of autonomous vehicles are a rapidly evolving field of research and development. The purpose of this paper is to provide an overview of the design and implementation of road lane line det...
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Performance variability is common in HPC applications, due to factors such as job scheduling, resource contention, and network traffic. We propose a machine learning-based model to predict performance variability in h...
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