Quality, Reliability, Security and Robustness in Heterogeneous Systems
Editat de Victor C. M. Leung, Hezhang Li, Xiping Hu, Zhaolong Ningen Limba Engleză Paperback – 20 aug 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: 9783031651250
ISBN-10: 3031651251
Pagini: 556
Ilustrații: X, 525 p.
Dimensiuni: 155 x 235 x 30 mm
Greutate: 0.83 kg
Ediția:2024
Editura: Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3031651251
Pagini: 556
Ilustrații: X, 525 p.
Dimensiuni: 155 x 235 x 30 mm
Greutate: 0.83 kg
Ediția:2024
Editura: Springer
Locul publicării:Cham, Switzerland
Cuprins
.- E-Health Networks.
.- Transfer Learning for Audio-based Speech Emotion Recognition in Chinese: Leveraging Pretrained Models for Improved Performance.
.- Optimal Design of Hydraulic Fracturing Simulation Experiments for In-situ Stress Measurement.
.- Sentiment analysis based on social media — Early stress and depression detection.
.- Automatic Depression Detection Using Attention-Based Deep Multiple Instance Learning.
.- Analysis of Factors Related to Anxiety and Depression in Medical Students.
.- Structural health monitoring of carbon fiber composite lamination using electrical resistance.
.- Identification of Economic Factors for Mass Depression Based on Panel Study and Machine Learning.
.- Review of Sleep Monitoring Research based on Wireless Sensor.
.- Understanding Obsessive-Compulsive Disorder Through Human Skin Textures.
.- Transportation Networks.
.- Design and implementation of traffic flow prediction model based on short and long time memory network.
.- Research on Traffic Sign Image Recognition Algorithms under Complex Weather Conditions.
.- Deep Neural Network based on Sparse Auto-encoder for Road extraction.
.- DECS: A Decentralized and Efficient Cross-chain Scheme in IoT System.
.- Enhancing IoT Security in Smart Grids with Quantum Resistant Hybrid Encryption (QRHE-IoT): A Comprehensive Study.
.- Artificial Intelligence model based security protection method for IoT applications.
.- Extraction of frequently active areas of ships based on advanced grid density peak clustering.
.- Cyber Physical System modeling and analysis in typical scenarios based on the theory of autonomous transportation system.
.- Reliability and Scalability.
.- PathBit: a Bit Index based on Path for Large-scale Knowledge Graph.
.- Skeleton Prototype Contrastive Learning with Multi Level Graph Relation Modeling for Unsupervised Person Re-Identification.
.- E-Health Networks II.
.- Investigating the EEG Embedding by Visualization.
.- Identifiable EEG Embeddings by Contrastive Learning from Differential Entropy Features.
.- Contrastive Learning Consistent and Identifiable Latent Embeddings for EEG.
.- SEVGGNet-LSTM: a fused deep learning model for ECG classification.
.- Fast Convergence Federated Learning with Adaptive Gradient: an Application to Mental Healthcare Monitoring System.
.- Artificial Intelligence and Machine Learning I.
.- Research on Handover Technology for 5G LEO Satellite Network based on ns-3.
.- Joint Delay and Energy Optimization for WPT-MEC System Based on Immune Algorithm.
.- An Abnormal Detection Method based on the Device Interaction Behavior in the Internet of Things.
.- Trusted Personalized Federated Learning based on Differential Privacy.
.- Networks and Applications.
.- An Online Big-Data Driven Design of Reading and Writing Test.
.- Research on Feature Extraction and Recognition of Inverter Fault Data Based on Neural Networks.
.- Short Text Data Mining Based on Incremental AP Clustering.
.- A Novel Method for Semantic Segmentation on Lidar Point Clouds.
.- Forward Secure Searchable Encryption over Medical Cloud Data.
.- Wireless Network Topology Discovery Based on Spectrum Data by Convolutional Neural Network.
.- Semi-Supervised Learning based Trust Evaluation for Underwater Wireless Sensor Networks.
.- Wireless Charging Based Sensor Network Information Collection through Unmanned Aerial Vehicles (UAVs).
.- Joint Symbol-Level Precoding and Reflecting Design for Heterogeneous Networks with Intelligent Reflecting Surface.
.- SOH Prediction in Lithium-ion Battery Energy Storage System in Power Energy Network.
.- Load Balancing of Software-Defined Networking Based on Particle Swarm Optimization.
.- An improved genetic algorithm for college course scheduling.
.- KNN-based Collaborative Filtering for Fine-Grained Intelligent Grad-School Recommendation System.
.- RPBFT: A Scalable Consensus Mechanism for Large Blockchain Systems.
.- Multi-objective Deployment of WSNs in Underground Sheltered Space.
.- Transfer Learning for Audio-based Speech Emotion Recognition in Chinese: Leveraging Pretrained Models for Improved Performance.
.- Optimal Design of Hydraulic Fracturing Simulation Experiments for In-situ Stress Measurement.
.- Sentiment analysis based on social media — Early stress and depression detection.
.- Automatic Depression Detection Using Attention-Based Deep Multiple Instance Learning.
.- Analysis of Factors Related to Anxiety and Depression in Medical Students.
.- Structural health monitoring of carbon fiber composite lamination using electrical resistance.
.- Identification of Economic Factors for Mass Depression Based on Panel Study and Machine Learning.
.- Review of Sleep Monitoring Research based on Wireless Sensor.
.- Understanding Obsessive-Compulsive Disorder Through Human Skin Textures.
.- Transportation Networks.
.- Design and implementation of traffic flow prediction model based on short and long time memory network.
.- Research on Traffic Sign Image Recognition Algorithms under Complex Weather Conditions.
.- Deep Neural Network based on Sparse Auto-encoder for Road extraction.
.- DECS: A Decentralized and Efficient Cross-chain Scheme in IoT System.
.- Enhancing IoT Security in Smart Grids with Quantum Resistant Hybrid Encryption (QRHE-IoT): A Comprehensive Study.
.- Artificial Intelligence model based security protection method for IoT applications.
.- Extraction of frequently active areas of ships based on advanced grid density peak clustering.
.- Cyber Physical System modeling and analysis in typical scenarios based on the theory of autonomous transportation system.
.- Reliability and Scalability.
.- PathBit: a Bit Index based on Path for Large-scale Knowledge Graph.
.- Skeleton Prototype Contrastive Learning with Multi Level Graph Relation Modeling for Unsupervised Person Re-Identification.
.- E-Health Networks II.
.- Investigating the EEG Embedding by Visualization.
.- Identifiable EEG Embeddings by Contrastive Learning from Differential Entropy Features.
.- Contrastive Learning Consistent and Identifiable Latent Embeddings for EEG.
.- SEVGGNet-LSTM: a fused deep learning model for ECG classification.
.- Fast Convergence Federated Learning with Adaptive Gradient: an Application to Mental Healthcare Monitoring System.
.- Artificial Intelligence and Machine Learning I.
.- Research on Handover Technology for 5G LEO Satellite Network based on ns-3.
.- Joint Delay and Energy Optimization for WPT-MEC System Based on Immune Algorithm.
.- An Abnormal Detection Method based on the Device Interaction Behavior in the Internet of Things.
.- Trusted Personalized Federated Learning based on Differential Privacy.
.- Networks and Applications.
.- An Online Big-Data Driven Design of Reading and Writing Test.
.- Research on Feature Extraction and Recognition of Inverter Fault Data Based on Neural Networks.
.- Short Text Data Mining Based on Incremental AP Clustering.
.- A Novel Method for Semantic Segmentation on Lidar Point Clouds.
.- Forward Secure Searchable Encryption over Medical Cloud Data.
.- Wireless Network Topology Discovery Based on Spectrum Data by Convolutional Neural Network.
.- Semi-Supervised Learning based Trust Evaluation for Underwater Wireless Sensor Networks.
.- Wireless Charging Based Sensor Network Information Collection through Unmanned Aerial Vehicles (UAVs).
.- Joint Symbol-Level Precoding and Reflecting Design for Heterogeneous Networks with Intelligent Reflecting Surface.
.- SOH Prediction in Lithium-ion Battery Energy Storage System in Power Energy Network.
.- Load Balancing of Software-Defined Networking Based on Particle Swarm Optimization.
.- An improved genetic algorithm for college course scheduling.
.- KNN-based Collaborative Filtering for Fine-Grained Intelligent Grad-School Recommendation System.
.- RPBFT: A Scalable Consensus Mechanism for Large Blockchain Systems.
.- Multi-objective Deployment of WSNs in Underground Sheltered Space.