E-grāmata: Knowledge Science, Engineering and Management: 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part III

Knowledge Management with Optimization and Security(KMOS).- An
Adversarial Training Method for Improving Model Robustness in Unsupervised
Domain Adaptation.- Context-Aware Anomaly Detection in Attributed Networks.-
An Efficient Hybrid Approach to Detecting and Correcting Auxiliary Word
Errors in Chinese Text.- Traffic Accident Prediction Methods Based on
Multi-factor Models.- Combining BERT and Multiple Embedding Methods with the
Deep.- Neural Network for Humor Detection.- An Efficient Link Prediction
Model in Dynamic Heterogeneous.- Information Networks Based on Multiple
Self-attention.- A Clustering-prediction Pipeline for Customer Churn
Analysis.- Fine-grained Unbalanced Interaction Network for Visual Question
Answering.- Swarm Intelligence-Based Feature Selection: An Improved Binary
Grey Wolf Optimization Method.- Integrating Real-time Entity Resolution with
Top-N Join Query Processing.- Incorporating Question Information to Enhance
the Performance of Automatic Short Answer Grading.- Integrating Task
Information into Few-Shot Classifier by Channel Attention.- Rumor
Verification on Social Media with Stance-Aware Recursive Tree.- Aspect and
Opinion Terms Co-Extraction using Position-Aware Attention and Auxiliary
Labels.- Beyond Laplacian Smoothing for Semi-Supervised Community Detection.-
Landscape-Enhanced Graph Attention Network for Rumor Detection.- An Overview
of Methods for Acquiring and Generating Decision Models.- Fine-Grained Image
Classification Based on Target Acquisition and Feature Fusion.- LogAttn:
Unsupervised Log Anomaly Detection with an AutoEncoder based Attention
Mechanism.- DNEA: Dynamic Network Embedding Method for Anomaly Detection.-
Adversarial Constraint Evaluation on Biomedical Text Mining.- Enhanced
Self-node Weights Based Graph Convolutional Networks for Passenger Flow
Prediction.- Interpretation of Learning-based Automatic Source Code
Vulnerability Detection Model Using LIME.- Efficient Depth Completion Network
based on Dynamic Gated Fusion.- A Blockchain Based Framework for Smart
Greenhouse Data Management.- Medication Combination Prediction via Attention
Neural Networks with Prior Medical Knowledge.- CelebHair: A New Large-Scale
Dataset for Hairstyle Recommendation based on CelebA.- Image super-resolution
based on residual block dense connection.- EGIM: Evolution Graph based
Interest Modeling for Click-Through Rate Prediction.- Visualizing the Finer
Cluster Structure of Large-Scale and High-Dimensional Data.- Learning
Resource Recommendation in E-learning Systems based on Online Learning
Style.- Alignment-Based Graph Network for Judicial Examination Task.-
Embedding-based Network Alignment Using Neural Tensor Networks.- Detecting
Parkinsons Disease according to Gender Using Speech Signals.- Theoretical
Study of Exponential Best-Fit: Modeling hCG for Gestational Trophoblastic
Disease.- Lane Keeping Algorithm for Autonomous Driving via
Safe Reinforcement Learning.- BS-KGS: Blockchain Sharding Empowered Knowledge
Graph Storage.- Faster Nonlocal UNet for Cell Segmentation in Microscopy
Images.- An Improved YOLO Algorithm for Object Detection in All Day
Scenarios.- EMRM: Enhanced Multi-source Review-based Model for Rating
Prediction.- Blockchain-as-a-Service Powered Knowledge Graph Construction.-
Finetuned YOLOv3 For Getting Four Times The Detection Speed.- A Systematic
Approach for maintainable business Process Models.- Improved Evolution
Algorithm that Guides the Direction of Individual Mutation for Influence
Maximization in Social Networks.- Incorporating Common Knowledge and Specific
Entity Linking Knowledge for Machine Reading Comprehension.- Readmission
Prediction with Knowledge Graph Attention and RNN-based Ordinary Differential
Equations.- Detecting SDCs in GPGPUs through an Efficient Instruction
Duplication Mechanism.- GAN-enabled Code Embedding for Reentrant
Vulnerabilities Detections.- Attention Based Short-Term Metro Passenger Flow
Prediction.- Thematic Analysis of Twitter as a Platform for Knowledge
Management.- Cross-chain-based Decentralized Identity for Mortgage Loans.-
Blockchain-based Privacy-preserving Medical Data Sharing Scheme Using
Federated Learning.- An Edge Trajectory Protection Approach Using
Blockchain.- Approach Based on Ontology and Machine Learning for Identifying
Causes Affecting Personality Disorder Disease on Twitter.- QBT: Efficient and
Flexible Resource Allocation Method for Data Center of State Grid Scenario.