LEADER 04507nam 22005895 450 001 9910874656403321 005 20251225194946.0 010 $a9789819743902$b(electronic bk.) 010 $z9789819743896 024 7 $a10.1007/978-981-97-4390-2 035 $a(MiAaPQ)EBC31539241 035 $a(Au-PeEL)EBL31539241 035 $a(CKB)33101368500041 035 $a(DE-He213)978-981-97-4390-2 035 $a(EXLCZ)9933101368500041 100 $a20240720d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data and Security $e5th International Conference, ICBDS 2023, Nanjing, China, December 22?24, 2023, Revised Selected Papers, Part II /$fedited by Yuan Tian, Tinghuai Ma, Muhammad Khurram Khan 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (219 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2100 311 08$aPrint version: Tian, Yuan Big Data and Security Singapore : Springer,c2024 9789819743896 327 $a -- Data Technology&Network Security. -- SodStereo: An Effective Multi Task Learning Network for Stereo Matching and Salient Object Detection. -- Asymptotic Physics informed Neural Networks for Solving Singularly Perturbed Problems. -- Development of U net neural network for biomedical images with big data. -- Research on Implementation of BADGE Active Learning to Increase Defect Detection Effectiveness. -- Stationary Multi scale Hierarchical Dilated Graph Convolution for Multivariate Time Series Anomaly Detection. -- Design of Human Resource Optimal Allocation Model for Electric Power Construction Enterprises Based on Machine Learning. -- Research on the construction of digital education cloud resource database based on ant colony algorithm. -- Simulation of Short-term Prediction Model of Real Estate Price Index Based on Neural Network Algorithm. -- IoT Security & Privacy Protection. -- PLMR?An Efficient Pre Trained Model for Aircraft Maneuver Recognition. -- Blockchain based WeChat small program platform: a new type of data security and management solution. -- A Survey of Edge Computing Resource Allocation and Task Scheduling Optimization. -- An Algorithm for Analyzing Psychological Characteristics in Music Education Based on Markov Model. -- Enhancing Privacy Strategy in New Power Systems: Problem Assessment, Comparative Analysis and Suggestions. -- Internet public opinion evolution model and simulation based on big data and grey clustering algorithm under new media environment. -- Simulation of Regional Financial and Economic Development Decision Model Based on Decision Tree Algorithm. -- Simulation Research on Pre-alarm Model of Enterprise Shared Financial Crisis Based on Genetic Algorithm. -- Research on Accurate Poverty Alleviation Algorithm of Rural Industry Based on Association Rules Mining. -- Compute First Networking Scheduling Strategy based on Genetic Algorithm in Edge Computing Environment. 330 $aThe two-volume set constitutes the refereed proceedings of the 5th International Conference on Big Data and Security, ICBDS 2023, held in Nanjing, China, during December 22?24, 2023. The 35 full papers and 1 short paper were carefully reviewed and selected from 161 submissions. They are organized in topical sections as follows: Part One: Big Data & New Method and Artificial Intelligence & Machine Learning Part Two: Data Technology & Network Security and IoT Security & Privacy Protection. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2100 606 $aComputer networks 606 $aArtificial intelligence 606 $aComputer systems 606 $aComputer Communication Networks 606 $aArtificial Intelligence 606 $aComputer System Implementation 615 0$aComputer networks. 615 0$aArtificial intelligence. 615 0$aComputer systems. 615 14$aComputer Communication Networks. 615 24$aArtificial Intelligence. 615 24$aComputer System Implementation. 676 $a005.7 702 $aTian$b Yuan 702 $aMa$b Tinghuai 702 $aKhan$b Muhammad Khurram 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910874656403321 996 $aBig Data and Security$92200131 997 $aUNINA