Ubi-Media Computing, Pervasive Systems, Algorithms and Networks
Springer Nature Switzerland AG (Verlag)
978-981-96-6293-7 (ISBN)
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
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.
| Erscheinungsdatum | 06.06.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 111 Illustrations, color; 41 Illustrations, black and white |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | Artificial Intelligence • Collaborative and social computing • Computer Graphics • cryptography • data management systems • Human Computer Interaction (HCI) • Information Systems Applications • intrusion/anomaly detection and malware mitigation • machine learning • Network Architectures • network performance evaluation • parallel computing methodologies • Theory and algorithms for application domains • ubiquitous and mobile computing |
| ISBN-10 | 981-96-6293-1 / 9819662931 |
| ISBN-13 | 978-981-96-6293-7 / 9789819662937 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
