LEADER 04248nam 22006015 450 001 9910874681403321 005 20251225200644.0 010 $a9789819743872$b(electronic bk.) 010 $z9789819743865 024 7 $a10.1007/978-981-97-4387-2 035 $a(MiAaPQ)EBC31539201 035 $a(Au-PeEL)EBL31539201 035 $a(CKB)33101340600041 035 $a(DE-He213)978-981-97-4387-2 035 $a(EXLCZ)9933101340600041 100 $a20240720d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data and Security $e5th International Conference, ICBDS 2023, Nanjing, China, December 22?24, 2023, Revised Selected Papers, Part I /$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 (258 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2099 300 $aIncludes index. 311 08$aPrint version: Tian, Yuan Big Data and Security Singapore : Springer,c2024 9789819743865 327 $a -- Big Data&New Method. -- Recurrent Age Recognition based on Manifold Learning. -- Big Data Intelligence Empowered Specialized Disciplines Development Pattern Recognition in Power Industry Universities. -- A Survey on Real-time Semantic Segmentation Based on Deep Learning. -- A Clustering Method for Distribution Network Load Curve Based on Fast DDTW. -- Object Detection Model Based on Attention Mechanism. -- Gas Pressure Prediction and Application with Missing Data Imputation Techniques for Gas Regulator Data. -- Advances, Patterns and Future Potential of Big Data Technology Research for New Energy Sources and Energy Storage Systems. -- Construction of Enterprise Capital Allocation Efficiency Model Based on Fuzzy Clustering Algorithm. -- Artificial Intelligence&Machine Learning. -- Analysing Potential of ResNet for Transfer Learning with Stochastic Depth. -- A Survey of Research Progresses on Instance Segmentation Based on Deep Learning. -- Charting the Landscape of Multi-view Stereo: An In-depth Exploration of Deep Learning Techniques. -- A Survey of Federated Learning: Review,Attacks, Defenses. -- ROMA: Reverse Model-based Data Augmentation for Offline Reinforcement Learning. -- Application Research of Digital Intelligence Technology in Mining Electric Power Equipment Fault Cases: Taking Text Mining Technology as an Example. -- Deep Learning-Based Attribute Graph Clustering: An Overview. -- Construction of demand forecasting model of human resources professional structure based on deep learning. -- Financial management and early warning system of non profit organizations based on artificial neural network. 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,$x1865-0937 ;$v2099 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$f1925-2014, 702 $aMa$b Tinghuai 702 $aKhan$b Muhammad Khurram 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910874681403321 996 $aBig Data and Security$92200131 997 $aUNINA