图书简介
The 3-volume sT CCIS 1422, CCIS 1423 and CCIS 1424 conTTTesThe refereed proceedings ofThe Th ITernTional Conference on ATificial ITelligence and SecurTy, ICAIS 2021, which was held in Dublin, Ireland, in July 2021TheTTal of 131 full papers and 52 shoT papers preseTed inThis 3-volume proceedings was carefully reviewed and seleTed from 1013 submissions.The papers were organized inTopical seTions as follows:PaT I: aTificial iTelligence;PaT II: aTificial iTelligence; big dTa; cloud compTing and securTy iTernT;PaT III: cloud compTing and securTy;encryTion and cybersecurTy;informTion hiding;IT securTy.
?ArtifCial IntelligeCe.-An approCh based on demand predCtion with LSTM for solving multi-baCh 2DCutting stCk problems.- The identifCation of slopeCrCk based onConvolutional neural network.- Multi-dimensional fatigue driving detCtion method based on SVM improved by the kernel fuCtion.- Experiments of Federated Learning forCOVID-19Chest X-ray Images.- A Novel NetworkCovertChannel Model based on BlCChain TransCtion Parity.- An ImprovedCNN Model for Fast Salient ObjCt DetCtion.-Control system design of transport Robot based on MultiColor RCognition.- SCChe: Size-Aware Load BalaCing for Large-Cale Storage Systems.- Heterogeneous-ISA ApplCation Migration in EdgeComputing:Challenges, TChniques and Open Issues.- The InterCtion Between Probe andCavity Field Assists Quantum SyChronization.-Big Data.-W-Louvain?A Group DetCtion Algorithm Based On SynthetC VCtors.-ApplCation of non-negative matrix fCtorization in fault detCtion of distribution network.- PatentCitation Network Analysis Based on Improved Main Path Analysis: Mapping Key TChnology TrajCtory.- OnChain and OffChainCollaborative Management System Based onConsortium BlCChain.- The Implementation of AeronautCal Information EChange Model in SWIM.-CCTL:CaCadeClassifier Text LCalization Algorithm in Natural Cene Image.- ReseaCh on the ApplCation of Big Data Analysis in University Library.- ReseaCh on Support VCtor MChine in TraffC DetCtion Algorithm.- ApplCation ReseaCh onCrop Straw Biomass Waste in LogistCs PCkaging System.- ReseaCh On Data Analysis To Improve English VCabulary Learning PerformaCe.- Hungarian Method in aCar-sharing system applCation reseaCh.- Network Topology DiCovery Based onClassifCation Algorithm.- ReseaCh on Feature Words for IoT DevCe RCognition Based on Word2vC.-Coverless Information Hiding Method Based onCombination MorseCode and DoubleCCle ApplCation of Starter.- ApplCation of Grey ForCasting Model toCPI Index ForCast.- A Preliminary Study about Star Image PrCessing Method in Harsh Environment.-Combining Turning Point DetCtion with Grid Transformation for Road IntersCtion DetCtion.- Evaluation of Training EffCt of New Professional Farmers Based on BP Neural Network.- Evaluation of training effCt of new-type professional Farmer based onCloud model.- A study on theCharCteristCs ofCollege students’Consumption behavior based onClustering and assCiation rules.- ReseaCh and ApplCation of NClear ReCtorComputational Data Framework Based on HDF5.- Exploiting API deCription information to improveCodeComment generation.- A Tag RCommendation Method for OpenStreetMap Based on FP-Growth and Improved Markov PrCess.- Data PrCessing and Development of Big Data System: A Survey.-Current PHM Surveys for MChanCal Engineering.- Multi-sensor Fusion DetCtion Method for VehCle Target Based on Kalman Filter and Data AssCiation Filter.- ReseaCh onCrop Growth Period Estimation Based on Fusion Features.- ReseaCh and ApplCation of HolographC Portrait Label SystemConstrCtion for Main Equipment of Distribution Network Based on Big Data.- An EmpirCal Study on the Tourism Image of Nanjing From the PerspCtive of International Students.- Anomaly detCtion based on isolated forests.- An Information IdentifCation Method for Venture Firms based on Frequent Itemset DiCovery.- Design of Abnormal Behavior DetCtion System in the State Grid Business OffCe.- ReseaCh on the ApplCation of Intelligent DetCtion TChnology in Business Hall System.- Study on Freshness IndCator Agent of Natural Plant Pigment.- Multi-dimensional Visualization and Simulation Analysis ofCOVID-19 Outbreak.- Enterprise ElCtrCityConsumption ForCasting Method Based on Federated Learning.CloudComputing and SCurity.-Revisit RaftConsisteCy ProtCol on Private BlCChain System in High Network LateCy.- PrivCy-Preserving OutsouCed Nash EquilibriumComputation inCloudComputing.- EffCient Multi-RCeiverCertifCate-Based Proxy Re-ECryption Cheme for SCureCloud Data Sharing.- Identity AuthentCation TChnology in EdgeComputing Environment: Vision andChallenges.- ReseaCh on SCurity MChanism and ForensCs of SQLite Database.- ReseaCh On Software Defined Programmable Strategy of Fireworks Model Oriented To EdgeComputing Nodes.- Boolean fuCtions with a few Walsh transform values.- ReseaCh on Automation Strategy ofCoq.- A Model Design ofCost-effifCient BlCChain Framework for E-Government ApplCation.- Offloading Method Based on ReinfoCement Learning in Mobile EdgeComputing.- A DynamC DCision-making Method for Endorser Node SelCtion.- A Proxy Node ResouCe Load BalaCing Strategy Based on the Swift System.- ReseaCh on the PCture Database of Minority Emotion.- Instant Messaging ApplCation TraffC RCognition.
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