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Bio-Inspired Intelligent Routing in WSN: Integrating Mayfly Optimization and Enhanced Ant Colony Optimization for Energy-Efficient Cluster Formation and Maintenance: 《Computer Modeling in Engineering & Sciences》2024年第10期127-150,共24页V.G.Saranya S.Karthik; Wireless Sensor Networks(WSNs)are a collection of sensor nodes distributed in space and connected through wireless communication.The sensor nodes gather and store data about the real world around them.However,the node...; 关键词：Enhanced ant colony optimization mayfly optimization algorithm wireless sensor networks cluster head base station(BS)

Machine Learning Based Cybersecurity Threat Detection for Secure IoT Assisted Cloud Environment: 《Computer Systems Science & Engineering》2023年第10期855-871,共17页Z.Faizal Khan Saeed M.Alshahrani Abdulrahman Alghamdi Someah Alangari Nouf Ibrahim Altamami Khalid A.Alissa Sana Alazwari Mesfer Al Duhayyim Fahd N.Al-Wesabi; The authors extend their appreciation to the deanship of scientific research at Shaqra University for funding this research work through the project number(SU-NN-202210).; The Internet of Things(IoT)is determine enormous economic openings for industries and allow stimulating innovation which obtain between domains in childcare for eldercare,in health service to energy,and in developed t...; 关键词：Mayfly optimization machine learning artificial intelligence CYBERSECURITY threat detection

An Efficient Cyber Security and Intrusion Detection System Using CRSR with PXORP-ECC and LTH-CNN: 《Computers, Materials & Continua》2023年第8期2061-2078,共18页Nouf Saeed Alotaibi; Intrusion Detection System(IDS)is a network security mechanism that analyses all users’and applications’traffic and detectsmalicious activities in real-time.The existing IDSmethods suffer fromlower accuracy and lack...; 关键词：Intrusion detection system logistic tanh-based convolutional neural network classification(LTH-CNN) correlation coefficient based mayfly optimization(CC-MA) cyber security

MayGAN:Mayfly Optimization with Generative Adversarial Network-Based Deep Learning Method to Classify Leukemia Form Blood Smear Images: 《Computer Systems Science & Engineering》2023年第8期2039-2058,共20页Neenavath Veeraiah Youseef Alotaibi Ahmad F.Subahi; This research is funded by the Deanship of Scientific Research at Umm Al-Qura University,Grant Code:22UQU4281768DSR01.; Leukemia,often called blood cancer,is a disease that primarily affects white blood cells(WBCs),which harms a person’s tissues and plasma.This condition may be fatal when if it is not diagnosed and recognized at an ea...; 关键词：LEUKEMIA blood smear images OPTIMIZATION classification neural networks

Signal Conducting System with Effective Optimization Using Deep Learning for Schizophrenia Classification: 《Computer Systems Science & Engineering》2023年第5期1869-1886,共18页V.Divya S.Sendil Kumar V.Gokula Krishnan Manoj Kumar; Signal processing based research was adopted with Electroencephalogram(EEG)for predicting the abnormality and cerebral activities.The proposed research work is intended to provide an automatic diagnostic system to det...; 关键词：Deep learning optimization algorithm signal conducting system SCHIZOPHRENIA convolutional neural network mayfly optimization algorithm

Optimal IoT Based Improved Deep Learning Model for Medical Image Classification: 《Computers, Materials & Continua》2022年第11期2275-2291,共17页Prasanalakshmi Balaji B.Sri Revathi Praveetha Gobinathan Shermin Shamsudheen Thavavel Vaiyapuri; This research is financially supported by the Deanship of Scientific Research at King Khalid University under research grant number(RGP.2/202/43).; Recently medical image classification plays a vital role in medical image retrieval and computer-aided diagnosis system.Despite deep learning has proved to be superior to previous approaches that depend on handcrafted...; 关键词：Deep belief neural network mayfly optimization gaussian filter contrast normalization grey level variance local binary pattern discrete wavelet transform

Rough Sets Hybridization with Mayfly Optimization for Dimensionality Reduction: 《Computers, Materials & Continua》2022年第10期1087-1108,共22页Ahmad Taher Azar Mustafa Samy Elgendy Mustafa Abdul Salam Khaled M.Fouad; Big data is a vast amount of structured and unstructured data that must be dealt with on a regular basis.Dimensionality reduction is the process of converting a huge set of data into data with tiny dimensions so that ...; 关键词：Dimensionality reduction metaheuristics optimization algorithm MAYFLY particle swarm optimizer feature selection

Random mating mayfly algorithm for RFID network planning被引量：4: 《The Journal of China Universities of Posts and Telecommunications》2022年第5期40-50,共11页Xie Xiaode Zheng Jiali Lin Zihan He Siyi Feng Minyu; supported by the National Natural Science Foundation of China(61761004)。; In order to improve robustness and efficiency of the radio frequency identification(RFID)network,a random mating mayfly algorithm(RMMA)was proposed.Firstly,RMMA introduced the mechanism of random mating into the mayfl...; 关键词：radio frequency identification(RFID) RFID network planning(RNP) reader deployment mayfly algorithm(MA) random mating

Artificial Intelligence Based Solar Radiation Predictive Model Using Weather Forecasts: 《Computers, Materials & Continua》2022年第4期109-124,共16页Sathish Babu Pandu A.Sagai Francis Britto Pudi Sekhar P.Vijayarajan Amani Abdulrahman Albraikan Fahd N.Al-Wesabi Mesfer Al Duhayyim; Solar energy has gained attention in the past two decades,since it is an effective renewable energy source that causes no harm to the environment.Solar Irradiation Prediction(SIP)is essential to plan,schedule,and mana...; 关键词：Solar irradiation prediction weather forecast artificial intelligence Elman neural network mayfly optimization

MADCR:Mobility Aware Dynamic Clustering-Based Routing Protocol in Internet of Vehicles被引量：9: 《China Communications》2021年第7期69-85,共17页Sankar Sennan Somula Ramasubbareddy Sathiyabhama Balasubramaniyam Anand Nayyar Chaker Abdelaziz Kerrache Muhammad Bilal; This work was supported by National Natural Science Foundation of China(No.61821001);Science and Tech-nology Key Project of Guangdong Province,China(2019B010157001).; Internet of Vehicles(IoV)is an evolution of the Internet of Things(IoT)to improve the capabilities of vehicular ad-hoc networks(VANETs)in intelligence transport systems.The network topology in IoV paradigm is highly d...; 关键词：clustering protocol Internet of things Internet of vehicles optimization algorithm Mayfly algorithm

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