New Trends in Computer Technologies and Applications : 25th International Computer Symposium, ICS 2022, Taoyuan, Taiwan, December 15-17, 2022, Proceedings / edited by Sun-Yuan Hsieh, Ling-Ju Hung, Ralf Klasing, Chia-Wei Lee, Sheng-Lung Peng.

Format:

Book

Contributor:

Hsieh, Sun-Yuan, Editor.

Hung, Ling-Ju, Editor.

Klasing, Ralf, Editor.

Lee, Chia-Wei, Editor.

Peng, Sheng-Lung, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Communications in computer and information science 1865-0937 ; 1723

Communications in Computer and Information Science, 1865-0937 ; 1723

Language:

English

Subjects (All):

Computer science.

Image processing-Digital techniques.

Computer vision.

Artificial intelligence.

Computer engineering.

Computer networks.

Application software.

Data protection.

Computer Science.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Data and Information Security.

Local Subjects:

Computer Science.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Data and Information Security.

Physical Description:

1 online resource (XXVI, 681 pages) : 316 illustrations, 219 illustrations in color.

Edition:

1st ed. 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 25th International Computer Symposium on New Trends in Computer Technologies and Applications, ICS 2022, which took place in Taoyuan, Taiwan, in December 2022. ICS is one of the largest joint international IT symposia held in Taiwan. Founded in 1973, it is intended to provide a forum for researchers, educators, and professionals to exchange their discoveries and practices, and to explore future trends and applications in computer technologies. The biannual symposium offers a great opportunity to share research experiences and to discuss potential new trends in the IT industry. The 58 full papers and one invited paper presented in this volume were carefully reviewed and selected from 137 submissions. The papers have been organized in the following topical sections: Invited Paper; Algorithms, Bioinformatics, and Computation Theory; Cloud Computing and Big Data; Computer Vision and Image Processing; Cryptography and Information Security; Electronics and Information Technology; Mobile Computation and Wireless Communication; Ubiquitous Cybersecurity and Forensics.

Contents:

Invited Paper

High-Radix Interconnection Networks. -Algorithms, Bioinformatics, and Computation Theory

String editing under pattern constraints

Priority Algorithms with Advice for Disjoint Path Allocation Problems (Extended Abstract)

On Two Variants of Induced Matchings

A tree structure for local diagnosis in multiprocessor systems under comparison model

Multiagent Learning for Competitive Opinion Optimization (Extended Abstract)

The Maximum Zero-Sum Partition Problem

Combined Bayesian and RNN-based Hyperparameter Optimization for Efficient Model Selection Applied for autoML

Adiabatic Quantum Computation for Cyber Attack and Defense Strategies

Computation Offloading Algorithm Based on Deep Reinforcement Learning and Multi-Task Dependency for Edge Computing

A Comparison Diagnosis Algorithm for Conditional Fault Local Diagnosis of Multiprocessor Systems

Novel ways of enumerating restrained dominating sets of cycles

Fault Diagnosability of Multigraph Matching Composition Networks

Generating Scale-Free Outerplanar Networks

Hamiltonian Properties of the Dragonfly Network

Fine Grained Space Complexity and the Linear Space Hypothesis (Preliminary Report)

Partition-Edge Fault-Tolerant Hamiltonicity of Pancake Graphs

Cloud Computing and Big Data

Query Regrouping Problem on Tree Structure for GPUs Accelerated Platform

The Enhancement of Classification of Imbalanced Dataset for Edge Computing

Development of Personnel Epidemic Prevention Monitoring Access Control System

The Use of Serverless Processing in Web Application Development

Scaling Model for vIMS on the Cloud

Using classification algorithms to predict Taiwan Stock Market - A Case study of Taiwan Index Futures

Semi-Automatic Chatbot Generation for Web APIs

Prediction of Middle-Aged Unhealthy Facial Skin using VGG19 and Support Vector Machine Models

Computer Vision and Image Processing

Real-Time Intentional Eye Blink Detection Using Rhombus Identification

Difficulty-Aware Mixup for Replay-based Continual Learning

Vision-Based Lightweight Facial Respiration and Heart Rate Measurement Technology

GAN-based Criminal Suspect Face Generator

Cryptography and Information Security

Automatic Summarization of Critial Threat Intelligence Using Transfer Learning

Anti-screenshot Watermarking Algorithm about Archives Image Based on Deep Learning Model

Detecting Android malware by combining system call sequence relationships with local feature calculation

A Detector Using Variant Stacked Denoising Autoencoders with Logistic Regression for Malicious JavaScript with Obfuscations

A Lightweight and Robust Authentication and Key Agreements with Physically Unclonable Function in Manufacturing Environments

Image compression and meaningful ciphertext encryption based on improved infinite collapse 2D hyperchaos and histogram shift embedding

A Robust Two Factor Authentication Scheme with Fine Grained Biometrics Verification

Electronics and Information Technology

Applying an IoT Analytics Framework in East Asia Area

Android Malware Classifier Combining Permissions and API Features to face model drifting

Design and Implementation of the Optimized Computing Architecture for Matrix Decomposition Algorithms

Design and Implememtation of The CNN Accelator Based on Multi-streaming SIMD Mechanisms

Design and Implementation of The Link-list DMA Controller for High Bandwidth Data Streaming

STEM Education Meets HPC

Research on KNN-based GNSS Coordinate Classification for Epidemic Management

An Improved Light Weight Countermeasure Scheme to Efficiently Mitigate TCP Attacks in SDN

The Effectiveness of Block-based Visualized Programming Learning on the problem-solving skills of the Freshmen

Behavior Profiling of Role-Playing Game Players Based on Heuristic Event Log Mining

The impact of live streaming on personal purchase behavior

Stochastic-Gradient-Descent-Based Max-Margin Early Event Detector

AHP-based Assessment of Developing Online Virtual Reality Services with Progressive Web Apps

From Data of Internet of Things to Domain Knowledge: A Case Study of Exploration in Smart Agriculture

Physical Layer Coding and Cryptanalysis for The Security Communications

Mobile Computation and Wireless Communication

5G Network Slice Scalability based on Management Data Analytics Function (MDAF)

Design and Analysis for Wireless Tire Pressure Sensing System

Ubiquitous Cybersecurity and Forensics

Preserving Collusion-free and Traceability in Car-sharing System based on Blockchain

Utilization of Theoretical Domains Framework (TDF) to Validate the Digital Piracy Behaviour Constructs - A systematic Literature Review Study

Domain-specific Anomaly Detection for In-vehicle Networks

LED: Learnable Encryption with Deniability

Module Architecture of Docker Image and Container Security

High-Capacity Double-Layer Data Hiding Technique Based on 3D Magic Cube.

Other Format:

Printed edition:

ISBN:

978-981-19-9582-8

9789811995828

Access Restriction:

Restricted for use by site license.