Ubi-Media Computing, Pervasive Systems, Algorithms and Networks (eBook, PDF)

13th International Conference, Ubi-Media 2025, and 17th International Symposium, I-SPAN 2025, Bangkok, Thailand, January 19-23, 2025, Proceedings, Part II
Redaktion: Hui, Lin; Ruengittinun, Somchoke; Hsu, Ching-Hsien

• Format: PDF

Produktbeschreibung

This 2-volume set constitutes the refereed proceedings of the 17th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2025 and 13th International Conference on Ubi-Media Computing, Ubi-Media 2025 held in Bangkok, Thailand, in January 19-23, 2025.

The 36 full papers and 16 short papers presented in this book were carefully reviewed and selected from 95 submissions. They are categorized into the following topical sections:

Part 1: Edge Computing and IoT Application, Optimization and Deep Learning Application, System and Network Application, Cybersecurity Technique and Application, Machine Learning on Multimedia and Applications

Part 2: Prediction Methods and Application, Data Processing and Detection Methods, Edge Computing and IoT Application, Multimedia Networks, System and Applications, Machine Learning on Intelligent Application Systems

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 347
• Erscheinungstermin: 19. Juli 2025
• Englisch
• ISBN-13: 9789819662913
• Artikelnr.: 74943263

Inhaltsangabe

Prediction Methods and Application:

A Graph-based System for PM2.5 Prediction.- A Lightweight Peak Value Prediction Model for Time Series Data.- Stock Price Prediction Using Univariate and Multivariate Historical Data with Post-Interpretation via Large Language Models.- Hybrid Imputation Techniques for Long-term Missing Data in Time Series: A Case Study on PM2.5.-

Data Processing and Detection Methods:

Cost-Sensitive SMS Spam Detection Using Enhanced Three-Step Data Preprocessing and Support Vector Machine Classification.- Optimal YOLO-based Model for Fabric Anomaly Detection.- Deep-Learning-based Early Stage Gastric Cancer Detection in Narrow-Band-Imaging Gastroscopy Images Using Pyramid Spatial Pooling U-net.- Development of a Smartphone-Integrated Microalgae Photobioreactor for CO2 Capture and Oxygen Generation in Indoor Air Purification Systems.- A Real-Time Vision-Based Pitcher Release Point Detection.- Intelligent Safety-Redundant IoT-Edge System for Indoor Gas Leakage Detection.-

Edge Computing and IoT Application:

Optimizing End Device Data Rate Assignment in LoRaWAN Networks with Collision Probability Considerations.- Forklift Collision Avoidance System Based on AI and Edge Computing.- Ubiquitous Artificial Pancreas: Blockchain-Secured AI-Driven Digital Twin for IoT-Enabled Insulin Pumps in Type 1 Diabetes Management.- E-DDPG: An Enhanced DDPG-Based Approach for UAV Task Offloading Optimization.- LiDAR Pedestrian Detection and Trajectory Tracking Based on Morphological Extended-Jump-Distance Clustering Segmentation.-

Multimedia Networks, System and Applications:

Generative-AI powered TA BOT for Enhanced Personalized Support in Software Engineering Education.- Using Deep Learning Models to Solve Single Machine Scheduling Questions.- Enhancing WiFi CSI Activity Recognition Using a Diffusion Approach with the TCN-T Model.- VAE-based Compression of Token Embeddings for Domain-Specific Adaptation of Pre-trained Language Models.- Enhancing Contrastive Learning in Sequence Classification via Data Augmentation.- Collection and Integration of Accommodation Data for the Development of a Jeju-Specific Personalized Travel Recommendation Service.- Zero Knowledge Proof for Multiple Sequence Alignment.-

Machine Learning on Intelligent Application Systems:

Quantitative Study of Key Technologies and Involvement Enhancement for Metaverse Piano Concerts.- Advanced Golf Swing Analysis Using MediaPipe and Machine Learning.- AI-Driven Classification of Chest Diseases Using X-Ray Images.- WRSU-Net: Enhanced Underwater Image Restoration Using W-Net and ReSU-Block for Multi-Scale Feature Fusion.- A Hybrid Framework for the Development of Government Data Catalog: A Case Study of the Government Data Catalog of Thailand.