Edge computing (EC) has emerged as a viable solution for resource-intensive Internet of Things (IoT) applications seeking low-latency services at the network edge. However, the limited computing power of edge servers ...
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Enhancing the coverage area of the sensing range with the limiting resource is a critical problem in the wireless sensor network (WSN). Mobile sensors are patched coverage holes and they also have limited energy to mo...
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Multivariate Time Series (MTS) data imputation plays a pivotal role in enhancing the robustness of temporal data analyses across diverse domains. In this paper, we propose a novel hybrid model that combines the genera...
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Autism Spectrum Disorder (ASD) poses a notable developmental obstacle linked to neural abnormalities, characterized by repetitive and non-functional behaviour. The sensory overloads lead to elevated aggression, social...
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The calculation of the drug-target affinity (DTA) is of paramount importance in drug discovery. Recently, there exist various deep learning methodologies geared towards extracting features from drug-target interaction...
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Agriculture plays a vital role in the food production process that occupies nearly one-third of the total surface of the *** is propagated from the seeds of paddy and it is a stable food almost used byfifty percent of...
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Agriculture plays a vital role in the food production process that occupies nearly one-third of the total surface of the *** is propagated from the seeds of paddy and it is a stable food almost used byfifty percent of the total world *** extensive growth of the human population alarms us to ensure food security and the country should take proper food steps to improve the yield of food *** paper concentrates on improving the yield of paddy by predicting the factors that influence the growth of paddy with the help of Evolutionary Computation *** of the researchers used to relay on historical records of meteorological parameters to predict the yield of *** is a lack in analyzing the day to day impact of meteorological parameters such as direction of wind,relative humidity,Instant Wind Speed in paddy *** real time meteorological data collected and analysis the impact of weather parameters from the day of paddy sowing to till the last day of paddy harvesting with regular time series.A Robust Optimized Artificial Neural Network(ROANN)Algorithm with Genetic Algorithm(GA)and Multi Objective Particle Swarm Optimization Algorithm(MOPSO)proposed to predict the factors that to be concentrated by farmers to improve the paddy yield in cultivation.A real time paddy data collected from farmers of Tamilnadu and the meteorological parameters were matched with the cropping pattern of the farmers to construct the *** input parameters were optimized either by using GA or MOPSO optimization algorithms to reconstruct the *** database optimized by using Artificial Neural Network Back Propagation *** reason for improving the growth of paddy was identified using the output of the Neural *** metrics such as Accuracy,Error Rate etc were used to measure the performance of the proposed *** analysis made between ANN with GA and ANN with MOPSO to identify the recommenda
Now days social media is growing exponentially and people post their opinions upon different platforms. We are concerned about patient's opinions related to the medicines or drugs. Drug reaction opinion is one of ...
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The goal of the proposed system is to identify whether a video has endured software manipulation or not. This system specially deals with identifying deepfake videos from real ones. As new techniques emerged to make d...
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Cloud computing involves remote server deployments with public net-work infrastructures that allow clients to access computational *** Machines(VMs)are supplied on requests and launched without interactions from servi...
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Cloud computing involves remote server deployments with public net-work infrastructures that allow clients to access computational *** Machines(VMs)are supplied on requests and launched without interactions from service *** can target these servers and establish malicious con-nections on VMs for carrying out attacks on other clustered *** existing system has issues with execution time and false-positive ***,the overall system performance is degraded *** proposed approach is designed to eliminate Cross-VM side attacks and VM escape and hide the server’s position so that the opponent cannot track the target server beyond a certain *** request is passed from source to destination via one broadcast domain to confuse the opponent and avoid them from tracking the server’s *** of SECURITY Resources accepts a safety game in a simple format as input andfinds the best coverage vector for the opponent using a Stackelberg Equilibrium(SSE)technique.A Mixed Integer Linear Programming(MILP)framework is used in the *** VM challenge is reduced by afirewall-based controlling mechanism combining behavior-based detection and signature-based virus *** pro-posed method is focused on detecting malware attacks effectively and providing better security for the ***,the experimental results indicate that the pro-posed security method is effi*** consumes minimum execution time,better false positive rate,accuracy,and memory usage than the conventional approach.
Delineation of retinal vessels in fundus images is essential for detecting a range of eye disorders. An automated technique for vessel segmentation can assist clinicians and enhance the efficiency of the diagnostic pr...
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