04295nam 22007095 450 991058578950332120251113181319.03-031-10989-910.1007/978-3-031-10989-8(MiAaPQ)EBC7046592(Au-PeEL)EBL7046592(CKB)24286016300041(PPN)263897273(OCoLC)1336953584(DE-He213)978-3-031-10989-8(EXLCZ)992428601630004120220718d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierKnowledge Science, Engineering and Management 15th International Conference, KSEM 2022, Singapore, August 6–8, 2022, Proceedings, Part III /edited by Gerard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (769 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;13370Print version: Memmi, Gerard Knowledge Science, Engineering and Management Cham : Springer International Publishing AG,c2022 9783031109881 Includes bibliographical references and index.Knowledge Management with Optimization and Security (KMOS) -- Study on Chinese Named Entity Recognition Based on Dynamic Fusion and Adversarial Training -- Spatial Semantic Learning for Travel Time Estimation -- A Fine-Grained Approach for Vulnerabilities Discovery using Augmented Vulnerability Signatures -- PPBR-FL: a Privacy-preserving and Byzantine-robust Federated Learning System -- GAN-Based Fusion Adversarial Training -- MAST-NER: A Low-Resource Named Entity Recognition Method based on Trigger Pool -- Fuzzy information measures feature selection using descriptive statistics data -- Prompt-Based Self-Training Framework for Few-Shot Named Entity Recognition -- Learning Advisor-Advisee Relationship from Multiplex Network Structure -- CorefDRE: Coref-aware Document-level Relation Extraction -- Single Pollutant Prediction Approach by Fusing MLSTM and CNN -- A Multi-objective Evolutionary Algorithm Based on Multi-layer Network Reduction for Community Detection -- Detection DDoS of attacks based on federated learning with Digital Twin Network -- A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy.The three-volume sets constitute the refereed proceedings of the 15th International Conference on Knowledge Science, Engineering and Management, KSEM 2022, held in Singapore, during August 6–8, 2022. The 169 full papers presented in these proceedings were carefully reviewed and selected from 498 submissions. The papers are organized in the following topical sections: Volume I: Knowledge Science with Learning and AI (KSLA) Volume II: Knowledge Engineering Research and Applications (KERA) Volume III: Knowledge Management with Optimization and Security (KMOS).Lecture Notes in Artificial Intelligence,2945-9141 ;13370Artificial intelligenceComputer engineeringComputer networksComputersSocial sciencesData processingArtificial IntelligenceComputer Engineering and NetworksComputing MilieuxComputer Engineering and NetworksComputer Application in Social and Behavioral SciencesArtificial intelligence.Computer engineering.Computer networks.Computers.Social sciencesData processing.Artificial Intelligence.Computer Engineering and Networks.Computing Milieux.Computer Engineering and Networks.Computer Application in Social and Behavioral Sciences.006.33006.33Memmi GerardMiAaPQMiAaPQMiAaPQBOOK9910585789503321Knowledge Science, Engineering and Management772454UNINA