Computer Supported Cooperative Work and Social Computing
Springer Verlag, Singapore
978-981-19-4545-8 (ISBN)
The 65 revised full papers and 22 revised short papers were carefully reviewed and selected from 242 submissions. The papers are organized in the following topical sections:
Volume I:
Collaborative Mechanisms, Models, Approaches, Algorithms and Systems; Cooperative Evolutionary Computation and Human-like Intelligent Collaboration; Domain-Specific Collaborative Applications;
Volume II:
Crowd Intelligence and Crowd Cooperative Computing; Social Media and Online Communities.
Collaborative Mechanisms, Models, Approaches, Algorithms and Systems.- Decentralized Predictive Enterprise Resource Planning Framework on Private Blockchain Networks using Neural Networks.- Fine-grained Diagnosis Method for Microservice Faults Based on Hierarchical Correlation Analysis.- Two-Stage Clustering for Federated Learning with Pseudo Mini-Batch SGD Training on Non-IID Data.- Elastic Container Scheduling for stochastically arrived workflows in Cloud and Edge Computing.- Modeling Method for Function Trees Guided by the Symmetric Quintuple Implicational Controller.- An adaptive and collaborative method based on GMRA for Intrusion detection.- The Scheduling Model of Forest Fire-Extinguishing Resources and Its Simulation.- Research on Data Dynamic Adjustment Method Considering Security Requirements in Cloud Computing Environment.- Optimal Storage Cloud Data Recoverability Audit Method Based on Regenerative Code.- A Three-Way Group Decision-Making Approach Based on Mixture Risk.- Fog Computing Federated Learning System Framework For Smart Healthcare.- Research on Temporal Workflow Task Assignment Strategy.- Intrusion Detection Algorithm of Industrial Control System Based on Improved Bloom Filter.- A Novel Traversal Search-based D2D Collaborative Offloading Approach for Workflow Application in Dynamic Edge Environment.- A Road Congestion Detection Model Based on Sequence Change of Vehicle Feature Matrix.- Resource Scheduling Method Based on Microservices.- A Novel Construction Approach for Dehazing Dataset Based on Realistic Rendering Engine.- Cooperative Evolutionary Computation and Human-like Intelligent Collaboration.- Differential Evolution Algorithm Based on Adaptive Rank exponent and Parameters.- Information Centrality Evaluation Method Based on Cascade Topological Relevance.- Marine Predators Algorithm with Stage-Based Repairment for the Green Supply Network Design. Compressed-coding Particle Swarm Optimization for Large-scale Feature Selection.- An Attention-based Multiobjective Optimization Evolutionary Algorithm for Community Detection in Attributed Networks.- Kernel Subspace Possibilistic Fuzzy C-Means Algorithm Driven by Feature Weights.- Multi-Loop Adaptive Di↵erential Evolution for LargeScale Expensive Optimization.- Sentiment Analysis of Chinese Complex Long Sentences Based on Reinforcement Learning.- CATS: A Cache Time-to-Live Setting Auto Adjustment Strategy for an Air Ticket Query Service.- Human-Machine Collaboration Based Named Entity Recognition.- Cloud Manufacturing Workflow Scheduling with Learning and Forgetting Effects.- Forecasting Traffic Flow by Learning Local and Global Spatial-Temporal Representations.- A Quantum Evolutionary Algorithm and Its Application to Optimal Dynamic Investment in Market Microstructure Model.- Domain-Specific Collaborative Applications.- A Novel Method of Multi-sensor Information Fusion Based on Comprehensive Conflict Measurement.- Research on the Structure and KeyAlgorithms of Smart Gloves Oriented to Middle School Experimental Scene Perception.- Minimum-Energy Computation offloading in Mobile Edge Computing with Hybrid PSO-DE Algorithm.- A Semi-supervised Video Object Segmentation Method based on Adaptive Memory Module.- An Improved SSD-based Gastric Cancer Detection Method.- Attention and Multi-Granied Feature Learning for Baggage Re-identification.- Legal Judgement Prediction of Sentence Commutation with Multi-Document Information.- Understanding Expert Knowledge for Chinese Essay Grading.- Autonomous Navigation System for Indoor Mobile Robots Based on a Multi-sensor Fusion Technology.- Inertial Sensor-Based Upper Limb Rehabilitation Auxiliary Equipment and Upper Limb Functional Rehabilitation Evaluation.- An Improved Ant Colony Algorithm for Vehicle Routing Problem with Workload Balance.- Composite Localization for Human Pose Estimation.- The Image-based Automatic Detection Method for Cutter Ring Edge Wear of Shield Machine.- ReinforcementLearning-Based Computation Offloading Approach in VEC 537.- A Survey on Learning Path Recommendation.- Olfactory Psychological Computation and Olfactory Environment for Human-Machine Collaboration.- Merge Multiscale Attention Mechanism MSGAN-ACNN-BiLSTM Bearing Fault Diagnosis Model.- A Semi-supervised Learning based on Variational Autoencoder for visual-based robot localization.
| Erscheinungsdatum | 22.07.2022 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science ; 1491 |
| Zusatzinfo | 195 Illustrations, color; 96 Illustrations, black and white; XXIV, 632 p. 291 illus., 195 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Informatik ► Weitere Themen ► Hardware | |
| ISBN-10 | 981-19-4545-4 / 9811945454 |
| ISBN-13 | 978-981-19-4545-8 / 9789811945458 |
| Zustand | Neuware |
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