E-grāmata: Knowledge Science, Engineering and Management: 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part III

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.