Ubi-Media Computing, Pervasive Systems, Algorithms and Networks 13th International Conference, Ubi-Media 2025, and 17th International Symposium, I-SPAN 2025, Bangkok, Thailand, January 19–23, 2025, Proceedings, Part I

Edge Computing and IoT Application:

The Routing Exploration of Multiple k-hop-limited C-V2V Paths for Small Cell Data Offloading using the Maximum Flow Concept.- Enhancing ITS with Agile Optimization for Dynamic Ride-Sharing Mobility.- Serverless Computing at the Edge: Evaluating Execution Models and Latency Performance.-

The Performance study of Using EnCoCo-RED on Observing Resource with Block-Wise Transfer.- An Intelligent System for Zipper Defect Detection.- 

Optimization and Deep Learning Application:

Exploring Bio-inspired Optimization for Hyperparameter Tuning in Deep Learning Image Classification.- Optimizing the Utilization of Cargo Containers by Hybrid Artificial.- Melodic Skeleton Generation using Simulated Annealing.- Enhancing Adversarial Attacks with Vector Quantization.- Optimizing Reasoning Engines using TF-IDF Vectorization Approach for Enhanced Toxicity Classification.- 

System and Network Application:

On Pancyclicity and Cycle Embeddings in a Torus-Connected Cycles Network.- Design and Implementation of Cloud-Native Telco Application Service Based on Cloud-Fog Computing.- Local Diagnosis for Unidirectional Star Graph under Comparison Model.- A Stochastic Edge-fault-tolerant Routing Algorithm in Torus Networks.- 

Cybersecurity Technique and Application:

Novel Malware Similarity Analysis: Regional Longest Common Substring Algorithm with Elastic Suffix Tree.- Big Data-Driven Phishing Detection in Smart Devices Using Chi-Square and Optimized Gradient Boosting.- An Accurate and Robust Deep Learning-Based Stacked Generalization Method for Android Malware Detection.- A Study on Feature Selection Optimization for Cheating Detection in Cybersecurity Practical Exercises.- 

Machine Learning on Multimedia and Applications:

A lightweight neural network search method suitable for heterogeneous computing environments.- Word Embedding Bias in Large Language Models.- Evaluating design strategies for AI virtual teaching assistants and immersive learning scaffolding in programmed teaching games.- Design and Implementation of a GenAI-based Music Creation System.- Extract senior high school transcripts by integrating OCR and Yolo8.- YNote: A Novel Music Notation for Fine-Tuning LLMs in Music Generation.