图书简介
ThisTwo-volume sT of LNCS 12736-12737 conTTTesThe refereed proceedings ofThe Th ITernTional Conference on ATificial ITelligence and SecurTy, ICAIS 2021, which was held in Dublin, Ireland, in July 2021.The conference was formerly called “ITernTional Conference on Cloud CompTing and SecurTy” wThThe acronym ICCCSTheTTal of 93 full papers and 29 shoT papers preseTed inThisTwo-volume proceedings was carefully reviewed and seleTed from 1013 submissions. Overall, aTTal of 224 full and 81 shoT papers were acceTed for ICAIS 2021;The Ther acceTed papers are preseTed in CCIS 1422-1424.The papers were organized inTopical seTions as follows:PaT I: ATificial iTelligence; and big dTaPaT II: Big dTa; cloud compTing and securTy; encryTion and cybersecurTy; informTion hiding; IT securTy; and muTimedia forensics
ArtifCial IntelligeCe.- ReseaCh on Spoofing Jamming of Integrated Navigation System on UAV.- Multi-penalty fuCtions GANs via multi-task learning.-Community DetCtion Model Based on Graph Representation and Self-supervised Learning.- ECient Distributed StChastC Gradient DeCent through Gaussian Averaging.- ApplCation ReseaCh of Improved PartCle Swarm Optimization Algorithm Used on Job Shop Cheduling Problem.- ArtifCial IntelligeCeChronC Disease Management System Based on MedCal ResouCe PeCeption.- ReseaCh on Deep Learning Denoising Method in an Ultra-fast All-optCal Solid-state FramingCamera.- LSTM-XGBoost ApplCation of the Model to the PredCtion of StCk PrCe.- Test of integrated urban rail transit vehCle-to-groundCommunCation system based on LTE-U tChnology.- ReseaCh on EffCient Image Inpainting Algorithm Based on Deep Learning.- SubspCeClassifCation of Attention DefCit HyperCtivity Disorder with LaplCian Regularization.- Study the Quantum Transport PrCess: MChine Learning Simulates QuantumConditional Master Equation.- Neural Network Study Quantum SyChronization and QuantumCorrelation under Non-zero Temperature.- ReseaCh on IntelligentCloud ManufCturing ResouCe Adaptation Methodology Based on ReinfoCement Learning.- AutomatCCT Lesion DetCtion Based On Feature Pyramid InfereCe with Multi-Cale Response.- A Survey ofChinese Anaphora Resolution.- EffCient 3D PaCreas Segmentation Using Two-stage 3DConvolutional Neural Networks.- Multi-UAV Task AllCation Method Based on Improved Bat Algorithm.- Deep Learning Models for Intelligent HealtCare: Implementation andChallenges.- An Improved YOLOv3 AlgorithmCombined with Attention MChanism for Flame and Smoke DetCtion.- The Evaluation Method of SafetyClassifCation for ElCtrC Energy Measurement Based on DynamC Double Fuzzy Reasoning.- Offline Writer IdentifCation UsingConvolutional Neural Network and VLAD DeCriptors.- A Light-Weight PredCtion Model for Aero-Engine Surge Based on Seq2Seq.- Simulation Analysis of PC/WC HybridCommunCation with traffC model.- A study on the InflueCe of ConomC growth on urban-rural iCome gap in five northwest ProviCes based on unit root andCo-integration test.- ReseaCh on Intrusion DetCtion of IndustrialControl System Based on FastCA-SVM Method.- CFuzz: DirCted Fuzzing Based on KeypointCoverage.- Deep Adversarial Learning Based Heterogeneous DefCt PredCtion.- Smart grid data anomaly detCtion method based onCloudComputing platform.- A Flexible Planning ApproCh Using Label Member.- A Survey and Future PerspCtives of Hybrid Deep Learning Models for TextClassifCation.- NonContCt Heart Rate Measurement Based on Fusion TChnology.- ReseaCh onCotton Impurity DetCtion Algorithm Based on Image Segmentation.- Improving Text MaChing with SemantC DependeCy Graph via Message Passing Neural Network.- Demonstration of Low Power and LowCost Wireless Sensor Network with EdgeComputing.- Analysis on spatial Pattern Evolution ofCultivated land in urban Area based on spatial AutCorrelation Analysis -- ACase study of LuoyangCity.- ReseaCh of Spatial pattern forCultivated land quality in Henan ProviCe based on spatial autCorrelation.- Preamble selCtion and allCation algorithm based on Q learning.- An Improved ObjCt DetCtion Algorithm Based onCenterNet.- Survey on Image ObjCt DetCtion Algorithms based on Deep Learning.- AutCoder Guide MultiCategory TopCClustering for Keywords MaChing.- Adversarial Defense Networks via Gaussian Noise and RBF.- Intelligent DetCtion and Early Warning System of Railway TrCk.- Train Driver State DetCtion System Based on CA and SVM.- The O?set-Image RCognition Based on DenseCoding.- Self-Supervision adversarial learning network for liver lesionClassifCation.- MiningConsumer Brand Relationship from SCial Media Data: A Natural Language PrCessing ApproCh.- Weighted HieraChy MChanism over BERT for Long TextClassifCation.-Corrosion DetCtion in Transformers Based on HieraChCal Annotation.- FakeCalligraphy RCognition Based on Deep Learning.- A Top-k QoS-optimal ServCeComposition ApproCh under DynamC Environment.- Big Data.- Analysis on the InflueCing FCtors of MoCConstrCtion based on SPSS Analysis.- ACopyright ProtCtion Cheme of Visual Media in Big Data Environment.- A Fast Sound Ray TrCking Method for Ultra-short Baseline Positioning.- ReseaCh on Auxiliary Target ExtrCtion and RCognition TChnology in Big Data Environment.- Analysis of Information Dissemination Orientation of New Media PolCe MCroblog Platform.- An Evaluation Method of Population Based on GeographC Raster and LogistC Regression.- ImageCompression Algorithm Based on Time Series.- A ResouCe-saving Multi-layer Fault-tolerant Low Orbit Satellite Network.- ReseaCh on business travel problem based on simulated annealing and tabu seaCh algorithms.- Intelligent SCurity ImageClassifCation on Small Sample Learning.- Intelligent CologCal EnvironmentControl System Design.
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