Data Science
Springer Verlag, Singapore
978-981-99-5970-9 (ISBN)
The 52 full papers and 14 short papers presented in these two volumes were carefully reviewed and selected from 244 submissions.
The papers are organized in the following topical sections:
Part I: Applications of Data Science, Big Data Management and Applications, Big Data Mining and Knowledge Management, Data Visualization, Data-driven Security, Infrastructure for Data Science, Machine Learning for Data Science and Multimedia Data Management and Analysis.
Part II: Data-driven Healthcare, Data-driven Smart City/Planet, Social Media and Recommendation Systems and Education using big data, intelligent computing or data mining, etc.
Data-driven Healthcare.- Better Fibre Orientation Estimation with Single-Shell Diffusion MRI usingSpherical U-Net.- A Method for Extracting Electronic Medical Record Entities by Fusing Multichannel Self-attention Mechanism with Location Relationship Features.- Application of Neural Networks in Early Warning Systems for Coronary Heart Disease.- Research on Delivery Order Scheduling and Delivery Algorithms.- Research on Gesture Recognition Based on Multialgorithm Fusion.- Design of Fitness Movement Detection and Counting System based on MediaPipe.- Data-driven Smart City/Planet.- MetaCity: An Edge Emulator with the Feature of Realistic Geospatial Support for Urban Computing.- Multifunctional Sitting Posture Detector based on Face Tracking.- Real-Time Analysis and Prediction System for Rail Transit Passenger Flow Based on Deep Learning.- Research on Driver Monitoring Systems Based on Vital Signsand Behavior Detection.- People Flow Monitoring based on Deep Learning.- Research on the Influencing Factors of Passenger Traffic at Sanya Airport Based on Gray Correlation Theory.- Qinghai Embroidery Classification System and Intelligent Classification Research.- A Machine Learning-based Botnet Malicious Domain Detection Technique for New Business.- GPDCCL ： Cross-Domain Named Entity Recognition with Span-Based DomainConfusion Contrastive Learning.- Data Analyses and Parallel Optimization of the Regional Marine Ecological Model.- Comparison of Two Grey Models’ Applicability to the Prediction of PassengerFlow in Sanya Airport.- Research on High Precision Autonomous Navigation of Shared BalancingVehicles Based on EKF-SLAM.- Social Media and Recommendation Systems.- Link Prediction Based on the Relational Path Inference of Triangular Structures.- Research on Link Prediction Algorithms based on Multichannel Structure Modelling.- Modal Interactive Feature Encoder for Multimodal Sentiment Analysis.- Type-Augmented Link Prediction Based on Bayesian Formula.- Multitask Graph Neural Network for Knowledge Graph Link Prediction.- A Short Text Classification Model Based on Chinese Part-of-Speech Information and Mutual Learning.- The Analysis of Phase Synchronisation in the Uniform Scale-free Hypernetwork.- LGHAE: Local and Global Hyper-relation Aggregation Embedding for Link Prediction.- Efficient s-Core Community Search on Attributed Graphs.- Education using big data, intelligent computing or data mining, etc.- A Study on English Classroom Learning Anxiety of Private Vocational College Students.- Research on the Construction of a Data Warehouse Model for College Student Performance.- Research and Application of AI-enabled Education.- A Study on the Online Teaching Input of Higher Education Teachers Based on KMeans Analysis.- Research and Exploration on Innovation and Entrepreneurship Practice Education System for Railway Transportation Specialists.
| Erscheinungsdatum | 03.10.2023 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 146 Illustrations, color; 68 Illustrations, black and white; XXII, 459 p. 214 illus., 146 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • Communication Systems • Computer Hardware • Computer Networks • Computer systems • computer vision • Data Security • Image Analysis • Image Processing • image reconstruction • Image Segmentation • Imaging Systems • machine learning • Network Protocols • Neural networks • pattern recognition • Signal Processing • Telecommunication Systems • wireless telecommunication systems |
| ISBN-10 | 981-99-5970-5 / 9819959705 |
| ISBN-13 | 978-981-99-5970-9 / 9789819959709 |
| Zustand | Neuware |
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