Quality, Reliability, Security and Robustness in Heterogeneous Systems: 19th EAI International Conference, QShine 2023, Shenzhen, China, October 8 – 9, 2023, Proceedings, Part II: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, cartea 574
Editat de Victor C.M. Leung, Hezhang Li, Xiping Hu, Zhaolong Ningen Limba Engleză Paperback – 5 sep 2024
The 78 full papers included in these proceedings were carefully reviewed and selected from 200 submissions. They are organized in these topical sections:
Part I: E-Health networks; transportation networks; reliability and scalability; E-Health networks II; artificial intelligence and machine learning I; networks and applications.
Part II: Robustness; Network Security and Privacy; Quality of Service (QoS) and Quality of Experience (QoE); Artificial Intelligence and Machine Learning II; Autonomous Vehicles.
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Specificații
ISBN-13: 9783031651229
ISBN-10: 3031651227
Pagini: 498
Ilustrații: X, 515 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Locul publicării:Cham, Switzerland
ISBN-10: 3031651227
Pagini: 498
Ilustrații: X, 515 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Locul publicării:Cham, Switzerland
Cuprins
.- Robustness.
.- Research and design of hidden trouble target reconfirmation and repeated hidden trouble target filtering technology in transmission line online monitoring.
.- UCAT: User Centric Adaptive Transmission for Meeting Diverse Network Demands.
.- A new rolling bearing work condition monitoring method based on Back Propagation network.
.- Vectorized Colorization of Icon Line Art Based on Closed Contour Extraction.
.- Adaptive Control Scheme for Clustering of Nodes Based on the Signs of Connections in Dynamical Signed Networks.
.- Network Security and Privacy.
.- Entrofuse: Clustered Federated Learning through Entropy Approach.
.- M2F: Multi-Center Fairness-Aware Federated Learning Framework.
.- Federated Learning Optimization Algorithm based on Dynamic Client Scale.
.- Research on domain specific Chinese named Entity Recognition based on RTBC algorithm.
.- A multi-factor water quality prediction method based on wavelet transform and LSTM.
.- Quality of Service (QoS) and Quality of Experience (QoE).
.- Optimizing Computing Job Scheduling and Path Planning with Multi-Objectives.
.- Research on Task Scheduling Algorithms for Cloud-Edge Collaboration.
.- Stress Analysis of Welding Seam of Throttling Flowmeter Used in Power Plant Boiler.
.- An Improved Model for Sap Flow Prediction based on Linear Trend Decomposition.
.- Prediction of the Short-term PM2.5 Concentration Based on Informer.
.- Monte Carlo Reinforcement Learning for Cooperative Spectrum Sensing in Decision Fusion.
.- Artificial Intelligence and Machine Learning II.
.- Research on Fine-Grained Classification of Small Sample Marine Organism Images.
.- A Dual Attention-based Task Offloading Approach in Computing Power Networks for Object Detection.
.- Dual-Branch Differentiated Similarity Network for Semi-Supervised Medical Image Segmentation.
.- PIDNet: Prohibited Items Detection Network and Fine-Coarse Encoder Module.
.- Multiple People Tracking Based on Improved SiameseFC Combined with Lightweight YOLO-V4.
.- Research on Image Stitching for Parking Assistance System.
.- Unsupervised Multi-Source Adaptive Pedestrian Re recognition: Based on Target Domain Prioritization and Multi-Dimensional Edge Features.
.- Proactive Hybrid Autoscaling for Container-based Edge Applications in Kubernetes.
.- Hybrid Platoon Control Based on Driving Characteristics.
.- Solving Traveling Salesman Problem with Deep Reinforcement Learning and Knowledge Distillation.
.- Wireless Parallel Reinforcement Learning An Actor-Critic Approach.
.- Research on a High Efficiency Work Flow for Automated Mail Sending.
.- Artificial neural network approach for estimating operating parameters for predictive maintenance of hydraulic circuit.
.- Autonomous Vehicles.
.- Efficient Joint Deployment of Multi-UAVs for Target Tracking.
.- Joint User Scheduling and UAV Height Control for Smart Wearable Device Charging Network.
.- Studies on Vehicle Object Detection and Tracking in UAV Aerial Data.
.- Task Prediction based Computation Offloading over multi-UAV MEC network.
.- TraMap: SLAM-Based Trajectory Generation and Optimization for Emergency Scenarios.
.- Bandwidth Resource Allocation and Uplink Optimization in MEC system based on Multi-UAV Collaboration.
.- Visible Light Two-way Communication Method for Vehicle-road Collaboration.
.- Research and design of hidden trouble target reconfirmation and repeated hidden trouble target filtering technology in transmission line online monitoring.
.- UCAT: User Centric Adaptive Transmission for Meeting Diverse Network Demands.
.- A new rolling bearing work condition monitoring method based on Back Propagation network.
.- Vectorized Colorization of Icon Line Art Based on Closed Contour Extraction.
.- Adaptive Control Scheme for Clustering of Nodes Based on the Signs of Connections in Dynamical Signed Networks.
.- Network Security and Privacy.
.- Entrofuse: Clustered Federated Learning through Entropy Approach.
.- M2F: Multi-Center Fairness-Aware Federated Learning Framework.
.- Federated Learning Optimization Algorithm based on Dynamic Client Scale.
.- Research on domain specific Chinese named Entity Recognition based on RTBC algorithm.
.- A multi-factor water quality prediction method based on wavelet transform and LSTM.
.- Quality of Service (QoS) and Quality of Experience (QoE).
.- Optimizing Computing Job Scheduling and Path Planning with Multi-Objectives.
.- Research on Task Scheduling Algorithms for Cloud-Edge Collaboration.
.- Stress Analysis of Welding Seam of Throttling Flowmeter Used in Power Plant Boiler.
.- An Improved Model for Sap Flow Prediction based on Linear Trend Decomposition.
.- Prediction of the Short-term PM2.5 Concentration Based on Informer.
.- Monte Carlo Reinforcement Learning for Cooperative Spectrum Sensing in Decision Fusion.
.- Artificial Intelligence and Machine Learning II.
.- Research on Fine-Grained Classification of Small Sample Marine Organism Images.
.- A Dual Attention-based Task Offloading Approach in Computing Power Networks for Object Detection.
.- Dual-Branch Differentiated Similarity Network for Semi-Supervised Medical Image Segmentation.
.- PIDNet: Prohibited Items Detection Network and Fine-Coarse Encoder Module.
.- Multiple People Tracking Based on Improved SiameseFC Combined with Lightweight YOLO-V4.
.- Research on Image Stitching for Parking Assistance System.
.- Unsupervised Multi-Source Adaptive Pedestrian Re recognition: Based on Target Domain Prioritization and Multi-Dimensional Edge Features.
.- Proactive Hybrid Autoscaling for Container-based Edge Applications in Kubernetes.
.- Hybrid Platoon Control Based on Driving Characteristics.
.- Solving Traveling Salesman Problem with Deep Reinforcement Learning and Knowledge Distillation.
.- Wireless Parallel Reinforcement Learning An Actor-Critic Approach.
.- Research on a High Efficiency Work Flow for Automated Mail Sending.
.- Artificial neural network approach for estimating operating parameters for predictive maintenance of hydraulic circuit.
.- Autonomous Vehicles.
.- Efficient Joint Deployment of Multi-UAVs for Target Tracking.
.- Joint User Scheduling and UAV Height Control for Smart Wearable Device Charging Network.
.- Studies on Vehicle Object Detection and Tracking in UAV Aerial Data.
.- Task Prediction based Computation Offloading over multi-UAV MEC network.
.- TraMap: SLAM-Based Trajectory Generation and Optimization for Emergency Scenarios.
.- Bandwidth Resource Allocation and Uplink Optimization in MEC system based on Multi-UAV Collaboration.
.- Visible Light Two-way Communication Method for Vehicle-road Collaboration.