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CATION: 作品数：676被引量：1271H指数：12; 导出分析报告; 相关领域：理学更多>>; 相关作者：李晓琴乔辉单安山徐海松刘岳更多>>; 相关机构：东北农业大学中国科学院国防科学技术大学北京大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划中国博士后科学基金北京市自然科学基金更多>>

Cat Swarm with Fuzzy Cognitive Maps for Automated Soil Classification: 《Computer Systems Science & Engineering》2023年第2期1419-1432,共14页Ashit Kumar Dutta Yasser Albagory Manal Al Faraj Majed Alsanea Abdul Rahaman Wahab Sait; supported by the Researchers Supporting Program(TUMA-Project-2021-27);Almaarefa University,Riyadh,Saudi Arabia.Taif University Researchers Supporting Project Number(TURSP-2020/161);Taif University,Taif,Saudi Arabia.; Accurate soil prediction is a vital parameter involved to decide appro-priate crop,which is commonly carried out by the farmers.Designing an auto-mated soil prediction tool helps to considerably improve the efﬁcacy of...; 关键词：Soil classiﬁcation intelligent models fuzzy cognitive maps cat swarm optimization fuzzy logic

Big Data Analytics with Optimal Deep Learning Model for Medical Image Classification: 《Computer Systems Science & Engineering》2023年第2期1433-1449,共17页Tariq Mohammed Alqahtani; The author extends his appreciation to the Deanship of Scientific Research at Majmaah University for funding this study under Project Number(R-2022-61).; In recent years,huge volumes of healthcare data are getting generated in various forms.The advancements made in medical imaging are tremendous owing to which biomedical image acquisition has become easier and quicker....; 关键词：Big data analytics healthcare deep learning image classiﬁcation biomedical imaging machine learning

An Ordinal Multi-Dimensional Classification(OMDC)for Predictive Maintenance: 《Computer Systems Science & Engineering》2023年第2期1499-1516,共18页Pelin Yildirim Taser; Predictive Maintenance is a type of condition-based maintenance that assesses the equipment's states and estimates its failure probability and when maintenance should be performed.Although machine learning techniques ...; 关键词：Machine learning multi-dimensional classiﬁcation ordinal classiﬁcation predictive maintenance

Optimal Sparse Autoencoder Based Sleep Stage Classification Using Biomedical Signals: 《Computer Systems Science & Engineering》2023年第2期1517-1529,共13页Ashit Kumar Dutta Yasser Albagory Manal Al Faraj Yasir A.M.Eltahir Abdul Rahaman Wahab Sait; Taif University Researchers Supporting Project Number(TURSP-2020/161);Taif University,Taif,Saudi Arabia.; The recently developed machine learning(ML)models have the ability to obtain high detection rate using biomedical signals.Therefore,this article develops an Optimal Sparse Autoencoder based Sleep Stage Classiﬁcation M...; 关键词：Biomedical signals EEG sleep stage classiﬁcation machine learning autoencoder softmax parameter tuning

Efficient Object Detection and Classification Approach Using HTYOLOV4 and M^(2)RFO-CNN: 《Computer Systems Science & Engineering》2023年第2期1703-1717,共15页V.Arulalan Dhananjay Kumar; Object detection and classiﬁcation are the trending research topics in theﬁeld of computer vision because of their applications like visual surveillance.However,the vision-based objects detection and classiﬁcation met...; 关键词：Object detection hyperbolic tangent YOLO manta-ray foraging object classiﬁcation

Optimal Deep Convolutional Neural Network with Pose Estimation for Human Activity Recognition被引量：1: 《Computer Systems Science & Engineering》2023年第2期1719-1733,共15页S.Nandagopal G.Karthy A.Sheryl Oliver M.Subha; Human Action Recognition(HAR)and pose estimation from videos have gained signiﬁcant attention among research communities due to its applica-tion in several areas namely intelligent surveillance,human robot interaction...; 关键词：Human activity recognition pose estimation key point extraction classiﬁcation deep learning RMSProp

Deep-BERT:Transfer Learning for Classifying Multilingual Offensive Texts on Social Media被引量：3: 《Computer Systems Science & Engineering》2023年第2期1775-1791,共17页Md.Anwar Hussen Wadud M.F.Mridha Jungpil Shin Kamruddin Nur Aloke Kumar Saha; Offensive messages on social media,have recently been frequently used to harass and criticize people.In recent studies,many promising algorithms have been developed to identify offensive texts.Most algorithms analyze ...; 关键词：Offensive text classiﬁcation deep convolutional neural network(DCNN) bidirectional encoder representations from transformers(BERT) natural language processing(NLP)

Brain Tumor Diagnosis Using Sparrow Search Algorithm Based Deep Learning Model: 《Computer Systems Science & Engineering》2023年第2期1793-1806,共14页G.Ignisha Rajathi R.Ramesh Kumar D.Ravikumar T.Joel Seifedine Kadry Chang-Won Jeong Yunyoung Nam; supported by the grants of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute(KHIDI);funded by the Ministry of Health&Welfare(HI18C1216);the grant of the National Research Foundation of Korea(NRF-2020R1I1A1A01074256);the Soonchunhyang University Research Fund.; Recently,Internet of Medical Things(IoMT)has gained considerable attention to provide improved healthcare services to patients.Since earlier diag-nosis of brain tumor(BT)using medical imaging becomes an essential task...; 关键词：Internet of medical things healthcare brain tumor disease classiﬁcation deep learning metaheuristics

Deep Learning with Optimal Hierarchical Spiking Neural Network for Medical Image Classification: 《Computer Systems Science & Engineering》2023年第2期1081-1097,共17页P.Immaculate Rexi Jenifer S.Kannan; Medical image classification becomes a vital part of the design of computer aided diagnosis(CAD)models.The conventional CAD models are majorly dependent upon the shapes,colors,and/or textures that are problem oriented...; 关键词：Medical image classiﬁcation spiking neural networks computer aided diagnosis medical imaging parameter optimization deep learning

Disaster Monitoring of Satellite Image Processing Using Progressive Image Classification被引量：1: 《Computer Systems Science & Engineering》2023年第2期1161-1169,共9页Romany F.Mansour Eatedal Alabdulkreem; funded by Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia,under grant No.(PNURSP2022R161).; The analysis of remote sensing image areas is needed for climate detec-tion and management,especially for monitoringﬂood disasters in critical environ-ments and applications.Satellites are mostly used to detect disast...; 关键词：CLUSTERING SEGMENTATION progressive image classiﬁcation algorithm satellite image disaster detection

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