Proceedings of Innovative Computing 2024, Vol. 4

Name: Proceedings of Innovative Computing 2024, Vol. 4 | Proceedings of The 7th International Conference on Innovative Computing, Vol. 4 (IC 2024)
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Proceedings of The 7th International Conference on Innovative Computing, Vol. 4 (IC 2024)

Yan Pei Hao Shang Ma Yu-Wei Chan Hwa-Young Jeong(Editor)

Springer (Publisher)

1st Edition

Published on 23. June 2024

IX, 364 pages

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978-981-97-4182-3 (ISBN)

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Dr. Yan Pei was born in Shenyang, China. He obtained Doctor of Engineering at Kyushu University, Fukuoka, Japan. He received the B.Eng. and M.Eng. degrees from Northeastern University, Shenyang, China. He was a software engineer and software projector manager in Chinese and German IT industries for several years before entering academic society. He is currently working at the University of Aizu as an Associate Professor. His research interests include Evolutionary Computation, Machine Learning, and Software Engineering. He serves as chairs and organization committee members in many international conferences sponsored by IEEE, ACM, and other international associations. He is also serving as editors in many international journals. He is a member of IEEE SMC, IEEE CIS and Japanese society for evolutionary computation.

Dr. Hao-Shang Ma received the PhD degree from Institute of Computer and Communication Engineering, National Cheng Kung University in July 2022. Currently, he is an Assistant Professor in Department of Computer Science and Information Engineering at National Taichung University of Science and Technology. Since January 2021, he is the Young Professionals Secretary of the Institution of Engineering and Technology (IET) - Taipei Network. Since April 2023, he is a guest editor of Special Issue of Sensors Journal. His research interests include Artificial Intelligence, Data Mining, Social Network Analysis, Recommender Systems, and Nature Language Processing.

Dr. Yu-Wei Chan received the B.S. and M.S. degrees in information engineering from Tamkang University, Taiwan, in 1997 and 2001, respectively, and the Ph.D. degree in computer science from National Tsing Hua University (NTHU), Hsinchu, Taiwan, in 2013. He joined as an Associate Professor with the department of Computer Science and Information Management, Providence University (PU), Taiwan, in February 2016. Currently, he serves as the dean of the department of Computer Science and Information Management, Providence University (PU). His current research interests include cloud computing, edge computing, deep learning applications, and game theoretic wireless networking.

Dr. Hwa Young Jeong received the MS degree of computer engineering in 1994 and the Ph.D of computer engineering in 2004 from Kyung Hee University, Korea. Currently, he is an assoiate professor in Humanitas College at Kyung Hee University, Seoul, South Korea. He is a member of the Standard Words Committee in Ministry of Information and Communication, Republic of Korea. And he has worked on the editorial board for the journal of Korea Society for Internet Information from 2004. From 1994 to 1999, he worked for Aju System Co., and CNA Research Inc., as a system and software engineer, and he had made GUI(Graphical User Interface) programs to control the semiconductor testing machine which was called IC Test Handler. He was an assistant professor, Dept of E-Business of Yewon Art University in 2000~2005. He has served for many international conferences/workshops as an International Program Committee Chair from 2012 to now. His research area includes design of system software, multimedia system and software, software and application with security, e/u-learning system and so on.

Editor

Yan Pei

Hao Shang Ma

ISNI: 0000 0005 2901 5369

Yu-Wei Chan

Hwa-Young Jeong

Content

Intro
Contents
ICIC 2024-3
Application of Genetic Algorithms in Automated Mechanical Design
1 Introduction
2 Related Concepts
3 Optimization Strategies for Automated Assembly Equipment Applications
4 Practical Examples of Automated Assembly Equipment Applications
5 Conclusion
References
Artificial Intelligence of the Community Street Stall Economy Big Data Management System
1 Introduction
2 Related Work
2.1 Research Status of Stall Economy
2.2 Functions of the Stall Economy
3 Analysis of Big Data Management System of Community Stall Economy
4 Big Data Management System of Community Stall Economy Based on Artificial Intelligence
5 Conclusion
References
Automatic Control System of Electronic Network Communication Equipment Based on PLC
1 Introduction
2 Related Concepts
3 Automatic Control System Optimization Approach
4 Practical Examples of Automatic Control System
5 Conclusion
References
Based on the Improved AHP Algorithm in the Corrosion Risk Assessment of Gas Pipelines
1 Introduction
2 Related Concepts
3 Optimization Strategy for Gas Pipeline Safety Management
4 Practical Examples of Gas Pipeline Safety Management Risk Assessment Briefing
5 Conclusion
References
Basic Algorithm of Educational Data Mining Based on Online Teaching
1 Introduction
1.1 Fundamentals of Data Mining Algorithms
1.2 The Current State of Online Teaching
1.3 The Impact of Data Mining Algorithms on Online Teaching
2 Related Concepts
2.1 Mathematical Description of Data Mining
2.2 Choice of Online Teaching Methods
2.3 Analysis of Online Teaching Programs
3 Strategies for Optimizing Teaching Methods
4 Practical Examples of Teaching Methods
4.1 Introduction to Online Teaching
4.2 Teaching Methods
4.3 Online Teaching Methods and Stability
5 Conclusion
References
Colorful UI Interface Layout Method Based on Data Mining
1 Introduction
2 Related Concepts
3 Layout Method Optimization Approach
4 Practical Examples of Layout Method
5 Conclusion
References
Data Mining Analysis of New Energy Vehicles Based on Cluster Analysis Technology
1 Introduction
2 Related Work
2.1 Basic Concepts
2.2 Basic Steps of Cluster Analysis
3 Data Collection and Sorting of New Energy Vehicles
3.1 Introduction to New Energy Vehicles
3.2 Data Collection
3.3 Data Sorting
4 Cluster Analysis of New Energy Vehicle Data
4.1 Data Mining in New Energy Vehicles
4.2 Clustering Analysis of New Energy Data in the Process
4.3 Analysis of Experimental Results
5 Conclusion
References
Design and Implementation of Computer-Based Intelligent Image Recognition System
1 Introduction
2 Related Concepts
3 Optimization Strategy of Image Recognition System
4 Practical Examples of Image Recognition Systems
5 Conclusion
References
Design and Implementation of Gas Pipeline Corrosion Evaluation System Under Bayesian Algorithm
1 Introduction
2 Related Concepts
3 Practical Case of Analysis of Corrosion Factors in Gas Pipelines
4 Conclusion
References
Design and Implementation of Process Mining System Based on Genetic Algorithm
1 Introduction
2 Related Concepts
3 Practical Examples of Design and Implementation of Mining System
4 Conclusion
References
Design of Computer Model for Raw Material Supplier Selection Based on Entropy Weight TOPSIS Method
1 Assumptions and Conventions of the Model
2 The Methods Used in the Study
2.1 Entropy Weight Method
2.2 TOPSIS Method
3 Quantitative Analysis of Supply Characteristics
3.1 Selection of Quantitative Analysis Indicators
3.2 Quantization of Indicators
4 Assign Weights to Indicators -Entropy Weight Method
5 Comprehensive Evaluation of Suppliers -TOPSIS Evaluation Model
References
Research on Video Real-Time Analysis and Recognition Algorithm Suitable for Transmission Line Corridor Environment
1 Introduction
2 Related Concepts
3 Practical Examples of Video Real-Time Analysis and Recognition
4 Conclusion
References
Ship Entry and Exit Scheduling Method of Inland Port Based on Improved Particle Swarm Algorithm
1 Introduction
2 Related Concepts
3 Inbound and Outbound Scheduling Method Optimization Approach
4 Practical Examples of Inbound and Outbound Scheduling Method
5 Conclusion
References
System Design of Operating Costs of Intelligent Healthcare Services for the AHP Algorithm
1 Introduction
2 Concept of AHP Algorithm
3 School Cost Management System Design and Application
3.1 System Design Scheme
3.2 Application Modes
4 Evaluation and Design of Intelligent Health Care System
5 Conclusion
References
System Development of Operation Ecological Chain of E-commerce Service Outsourcing Enterprises Under Data Mining Technology
1 Introduction
2 Data Mining
3 Outsourcing of E-commerce Services
4 Development Prospects and Status Quo of E-commerce Service Outsourcing Enterprises
4.1 Development Prospects
4.2 Facing the Current Situation
5 Construction of the Operation Ecological Chain of E-commerce Service Outsourcing Enterprises
5.1 The Establishment of an Ecosystem Based on the "Closed-Loop" Commercial Outsourcing Operation
5.2 The Role of Enterprise Management Ecological Chain System in E-commerce Outsourcing
6 Conclusion
Reference:s
The BIM-5D Technology Dynamically Manages the Data Monitoring in the Project
1 Introduction
2 Related Work
2.1 Dynamic Control Theory of Construction Cost
2.2 Dynamic Control Method of Construction Cost
3 Dynamic Control Analysis of Construction Cost Based on Bim5d Technology
3.1 Dynamic Control Process of Construction Cost After the Introduction of Bim5d
3.2 Application Advantages of Bim5d Technology in Dynamic Control of Construction Cost
4 Application of Construction Cost Dynamic Control Based on BIM5D Technology
5 Conclusion
References
The Security Encryption Method of Computer Network Communication Under Genetic Algorithm is Discussed
1 Introduction
2 Related Concepts
3 Practical Cases of Computer Network Communication
4 Conclusion
References
ZigBee Positioning of the Sports and Fitness Management System Design
1 Introduction
2 Related Work
2.1 Network Protocol Structure
2.2 ZigBee Node Positioning Technology
3 Application of ZigBee Technology in Positioning
4 Physical Fitness Management System and Implementation Method Based on ZigBee Positioning
4.1 Physical Fitness Management System
4.2 Software Testing Techniques
5 Conclusion
References
A Multi-party Private Set Union Protocol Against Malicious Adversary
1 Introduction
1.1 Related Work
1.2 Overview of Our Techniques and Results
2 Preliminaries
2.1 Bloom Filters
2.2 SPDZ
3 MPSU Protocol
3.1 System Setup
3.2 Construct Hash Tables Stage
3.3 Compute the Set Union Stage
4 Experiment
5 Conclusion
References
Exploring How Cybersecurity Competitions Can Help Improve Students' Practical Abilities in Cybersecurity
1 Introduction
2 Cultivation Programs and Curriculum Content
3 Hardware Facility
4 Competition Instructor
5 Conclusion
References
Analysis of the Current Status of Research on Unmanned Collaborative Equipment Above and Below Water
1 Introduction
2 USV and UUV Technology
2.1 The Development Brief of USV Technology
2.2 The Development Brief of UUV Technology
2.3 Future Trends
3 Research Status of Unmanned Collaborative Equipment in Aquatic Environments
3.1 Research Status
3.2 Current Issues
4 Technologies for the Development of Unmanned Cooperative Equipment Above and Below Water
4.1 Platform Design Technology
4.2 Integrated Synergistic Control Technology
4.3 Integrated Real-Time Communication Technology
4.4 Distributed Energy Technologies
5 Conclusion
References
The 7th International Conference on Innovative Computing (IC2024)
Communication-Aware Optimization of Microservice Scheduling on Edge Computing
1 Introduction
2 Motivation
3 Proposed Methods
3.1 Placement Method
3.2 Replacement Method
4 Evaluation
5 Conclusion
References
A Novel Sizing Approach for Robust and Efficient Near-Threshold Standard Cells Using Statistical Models
1 Introduction
2 Proposed Sizing Method for NAND2 Cell
2.1 Balance Criterion
2.2 Closed-Form Equations Among Wp, WnU, and WnL
2.3 W Segmented Proportionally to Distribution Parameters
2.4 Final Sizing Solution Obtained by Objective Function
3 Sizing Method and Model Validation
4 Conclusion
References
An Exploratory Study on the Design of Human-Computer Interaction Interfaces for Augmented Reality Integrated Museum Exhibitions
1 Introduction
1.1 Background and Significance
1.2 Research Objectives
1.3 Augmented Reality Technology
1.4 Design Principles of Human-Computer Interaction Interfaces
2 Methodology
2.1 Research Design and Methodology
3 Results and Discussion
References
A Study on the Continued Viewing Intention of YouTuber Videos: Experiential Marketing, Social Capital, and Habit Perspectives
1 Research Background and Motivation
2 Literature Review
2.1 YouTuber
2.2 Experiential Marketing
2.3 Social Capital Structure
3 Research Method
3.1 Research Framework and Hypotheses
4 Research Results
4.1 Data Collection
4.2 Hypothesis Test
5 Conclusion
References
Towards Score-Based Black-Box Adversarial Examples Attack in Real World
1 Introduction
2 Methodology
2.1 Threat Model
2.2 Background
2.3 SPA
3 Evaluation
3.1 TT100K Dataset and Parameters
3.2 Real World Experiment
4 Conclusion and Future Work
References
The Interplay Between Self-regulated Learning and Programming Learning Achievement
1 Introduction
1.1 Background
2 Literature Review
2.1 Learning Strategies
3 Research Method
3.1 Research Framework
3.2 Research Hypotheses
3.3 Questionnaire Design
4 Result
4.1 Descriptive Analysis
4.2 Reliability and Validity
4.3 Testing of Hypotheses
5 Conclusion
5.1 Research Conclusion
References
Predicting Twitter Posts from Fake Accounts Using XGBoost Model
1 Introduction
2 Literature Review
2.1 Stop-Word List
2.2 One-Hot Encoding
2.3 XGBoost Model
3 Literature Review
3.1 XGBoost Model
4 Experimental Results
4.1 Discussion
5 Conclusion
References
Comments on a Blockchain-Based Dynamic and Traceable Data Integrity Verification Scheme
1 Introduction
2 Review of Chen et al.'s Blockchain-Based Data Integrity Verification Scheme
2.1 LP-MHT
2.2 Chen et al.'s Blockchain-Based Data Integrity Verification Scheme
3 Analysis of Chen et al.'s Blockchain-Based Data Integrity Verification Scheme
3.1 Lack of Computational Efficiency
3.2 Lack of Verification Flexibility
4 Conclusions
References
Adversarially Residual U2Net for COVID-19 Lung Infection Segmentation from CT Images
1 Introduction
2 Related Work
3 Dataset
4 Methodology
4.1 Segmentor
4.2 Critic Network
5 Experiments
5.1 Experimental Setting
5.2 Experiment Results on Intra-dataset and Cross-Dataset Scenarios
5.3 Ablation Study
6 Conclusion
References
Partnerships Analysis Based on Measurements of Common Research Interest
1 Introduction
2 Related Work
2.1 Expertise Social Network
2.2 Odds Ratio
3 Methodology
3.1 Framework
3.2 Original Field Warehouse
3.3 Core Field Warehouse
3.4 Expertise Social Network
4 Results and Findings
5 Conclusion and Future Work
References
Implementation of a High Quality Cardiopulmonary Resuscitation Teaching Intelligence Training and Assessment System
1 Introduction
2 The Proposed Approach
2.1 System Architecture
2.2 Software Modules
3 Experiments
3.1 The Implementation Interface of SmartCPR
4 Conclusion
References
Integration of Generative Adversarial Networks (GAN) and AI Drawing in Criminal Sketches-Applied in Crime Scene Investigation by Law Enforcement
1 Introduction
2 Related Literature
2.1 Generative Adversarial Networks (GAN)
2.2 AI Drawing (Midjourney)
3 Our Proposed Method
3.1 Basic Framework
3.2 Similarity Testing
3.3 Prompt Modification
3.4 Experimental Results
3.5 Discussion
4 Conclusion
References
Proactive Auto Scaling Based on Marginal Request Change Analysis for Reducing Tail Latency in Kubernetes Cluster
1 Introduction
2 Related Works
3 Proposed System Methodology
4 Experimental Evaluation
4.1 Experimental Setup
4.2 Evaluation of p-HPA Method Experiments
5 Conclusion and Future Work
References
Implementation of a Classification System of Calcaneal Fracture with Deep Learning Techniques
1 Introduction
2 Related Work
3 The Proposed Method
4 Conclusion
References
3D Self-positioning Method Using Stepped-Frequency Radar and MMSE Estimator
1 Introduction
2 Proposed Method
3 Simulation Results
4 Conclusion
References
Adaptive Sorting-Based Data Hiding Scheme for JPEG Images
1 Introduction
2 Related Works
3 Proposed Scheme
3.1 DCT Coefficient Blocks Sorting with Non-Consecutive-Zero AC Coefficients (NCAC)
3.2 Data Embedding and Extraction
4 Experiment Results
5 Conclusion
References
Lossless Data Hiding with VQ Indices Encoding Using Genetic Algorithm
1 Introduction
2 Related Works
3 The Proposed Method
3.1 Crossover
3.2 Mutation
3.3 Selection
4 Experimental Results
5 Conclusion
References
Proximity Capacitive Gesture Recognition for Recursive Neighbor Memory Neural Network
1 Introduction
2 Creation of a Wearable Device Ecosystem
3 Identification of RNMNN
4 Experimental Results
5 Conclusion
References
Fuzzy Proximity Two-Dimension Inductance Gesture Recognition System Analysis and Implement
1 Introduction
2 Inductance Device System Construct
3 Fuzzy Expert Knowledge Identification
4 Experimental Results
5 Conclusion
References
The International Workshop on Future Information Technology (FutureIT 2024)
A Study on Predictive Maintenance System for Industrial Robot RV Reducers Based on AI and ROM
1 Introduction
2 Related Works
2.1 Predictive Maintenance
2.2 ROM (Reduce-Ordered Model)
3 Data Acquistion
4 Developing Anomaly Detection of Industrial Robots
4.1 AI Algorithm for Anomaly Detection
4.2 ROM for Anomaly Detection
4.3 Hybrid Anomaly Detection with AI and ROM
5 Summary and Future Works
References
Failure Diagnosis and Maintenance of Industrial Robot Based on Deep Learning and Augmented Reality
1 Introduction
2 Related Works
2.1 Anomaly Detection
2.2 Visual Question Answering(VQA)
2.3 Augmented Reality-Based Information Support for Manufacturing Equipment
3 Proposed Method
4 Conclusions
References
A Method of Image Denoising via Dense Attention DnCNN
1 Introduction
2 Theoretical Basis
2.1 DnCNN
2.2 Attention Mechanism
3 Proposed Method for Image Denoising
4 Experimental Results
5 Conclusions
References
Design of Hardware Cryptographic Module-Based Authentication Protocol for Interworking with 5G and Heterogeneous Networks
1 Introduction
2 Proposed Method
2.1 Introduction
2.2 Components and Procedure
3 Experiments
3.1 Environments
3.2 Results and Performance Analysis
4 Conclusion
References
Integrating Spatiotemporal and Visual Features for Enhanced Object Re-identification in Multi-camera Networks for Intelligent Transportation Systems
1 Introduction
2 Proposed Object Re-identification Method in Multi-camera Networks
3 Performance Evaluation
4 Conclusion
References
Real-Time 3D Position Estimation from Monocular Cameras to Enhance Sensor Data Sharing for Extended Recognition Range in Autonomous Vehicles
1 Introduction
2 Proposed 3D Position Estimation Method
3 Performance Evaluation
4 Conclusion
References
Two-Layer Minimum Variance FIR Filter-Based DPLL Design
1 Introduction
2 Two-Layer Minimum Variance FIR Filter-Based DPLL Design
3 Simulation
4 Conclusion
References
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Proceedings of Innovative Computing 2024, Vol. 4

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