Intelligent Computing : Proceedings of the 2024 Computing Conference, Volume 4 / edited by Kohei Arai.

Format:

Book

Author/Creator:

Arai, Kohei.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 1019

Language:

English

Subjects (All):

Computational intelligence.

Telecommunication.

Computational Intelligence.

Communications Engineering, Networks.

Local Subjects:

Computational Intelligence.

Communications Engineering, Networks.

Physical Description:

1 online resource (588 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

Explore the forefront of computing with the proceedings of the Computing Conference 2024. Featuring 165 carefully selected papers from a pool of 457 submissions, this collection encapsulates the cutting-edge research and innovation presented during the conference. Delve into a diverse range of topics, insights, and methodologies that shape the future of computing. Whether you're an academic, researcher, or enthusiast, this concise volume offers a snapshot of the dynamic and collaborative spirit defining the Computing Conference 2024.

Contents:

Intro

Preface

Contents

Model-Free Adaptive Fault-Tolerant Control for Offshore Wind Turbines

1 Introduction

2 Process Description

3 Model-Free Adaptive Fault-Tolerant Control Design

4 Results

5 Conclusion

References

Digital Inclusion and Longevity: Evaluating the Usability of Emerging Technologies for the Elderly

2 Theoretical Framework

3 Methodology

4 Results and Discussions

4.1 Quality of Life and Digital Inclusion

4.2 Technology and Aging

4.3 Mapping of Nursing Homes

Inter-qubit Correlation of Readout Noise in Near-Term Quantum Devices

2 Theory and Methods

2.1 Calibration Matrix Construction

2.2 Uncorrelated Noise Model

2.3 Efficient Encoding of the Uncorrelated Noise Model

3 Performance of the Efficient Encoding Against the Full Calibration Matrix

4 Inter-qubit Correlation of Readout Error

5 Summary

Complexity Classification of Complex-Weighted Counting Acyclic Constraint Satisfaction Problems

1.1 Counting Constraint Satisfaction Problems

1.2 Counting Acyclic Satisfaction Problems

1.3 New Technical Tool

1.4 Treatment of Complex Numbers in This Work

2 Preparation: Basic Notions and Notation

3 Counting Acyclic Constraint Satisfaction Problems or #ACSPs

3.1 Various Constraints and Sets of Constraint Functions

3.2 Counting Problems #ACSP(F)

3.3 Acyclic-T-Constructibility (or AT-Constructibility)

3.4 Case of General Binary Constraints

4 Computational Complexity of #ACSP(F)

Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines

2 Support Vector Machine Overview

2.1 Hard Margin

2.2 The Dual Problem

2.3 Soft Margin.

3 Multiple Expert Learning Based on SM-SVM

4 Kernel Extension of BLMC

4.1 Kernel Trick

5 Final Remarks and Future Works

Cost Optimisation in Offshore Wind Through Procurement Data Analytics

1.1 Overview

1.2 Background Information

1.3 Cost Optimisation in Offshore Wind

2 Methodology

2.1 Data Understanding

2.2 Data Preparation

2.3 Modelling

2.4 Evaluation

2.5 Deployment

3 Results and Discussions

3.1 Vendor Selection

3.2 Areas of Cost-Saving Opportunities

4 Conclusion and Recommendations for Future Research

Appendix 1

Data Analysis, Socioeconomic Development and Communication of the Sugar Industry

2 Literature Review

Exploring the Concept of Economic Resilience Pre- and Post-2020: A Literature Review Using Text Mining and Sentiment Analysis

2.1 General Evolution of the Resilience Concept

2.2 International Institutions' Perspective

2.3 Experts and Related Literature Perspective

3 Research Methodology

4 Results and Discussion

4.1 Text Mining

4.2 Sentiment Analysis

5 Conclusions

Comprehensive Feature Selection Methods for Predicting Diabetes and Stroke Risk

1.1 Research Gap

1.2 Objective and Research Questions

2 Methodologies

2.1 Data Cleaning and Pre-processing

2.2 Feature Selection Methods Overview

2.3 Machine Learning Algorithms Overview

3 Findings

3.1 Feature Selection Methods Analysis

4 Discussion

5 Limitations and Future Scope

6 Conclusion

Prediction of Load Time in Web Services for Different Agent Locations and Browsers for Mobile Devices

2 Background, Related Work: Mobile Browser Performance.

3 Experimental Setup

3.1 Data Collection

3.2 Algorithms Implementation and Evaluation Details

5 Discussion

6 Conclusion and Future Work

A Survey on the Usage of Centrality Measures in Error Prediction

2 Concepts and Problems

2.1 Log Parsing and the Proposed Algorithm

2.2 Degree Centrality

2.3 Betweenness Centrality

2.4 Load Centrality

2.5 Closeness Centrality

2.6 Harmonic Centrality

2.7 Eigenvector Centrality

2.8 PageRank Centrality

3 Data and Experimental Analysis

3.1 Experiment 1: Comparing the Precision Values

3.2 Experiment 2: Comparing the Recall Values

3.3 Experiment 3: Comparing the F-Score Values

3.4 Experiment 4: Comparing the Accuracy Values

4 Conclusion and Future Work

Towards Blended Learning: Students' Perceptions and Experiences of Mobile Learning in South Africa

Designing an Automated Machine Learning Approach for Transformer Architecture in Education and Non-STEM Research Settings

2 Related Work

3 Architecture

3.1 High Level Design

3.2 Template Encapsulation and Automated Parameters

3.3 Testing the Automated System

3.4 Educative Front-End

4 Conclusion

Introducing a High School Student to Systems Programming Via Bare Machine Computing

2 Bare Machine Computing

3 System Overview

4 System Fundamentals

5 User Interfaces

6 Surveys

7 Discussion

8 Conclusion

Accessibility of Online Educational and Scientific Resources

2 Accessibility of Web Resources

3 Methodology for Improvement the Web Accessibility of Scientific and Educational Systems

References.

A Combined Competency-Based and Design-Based Research (DBR) Approach to Curriculum Development: Implications for Information Technology (IT) Programs

4 Data Analysis and Findings

4.1 Outcome of Focus Group 1 (FG1)

4.2 Outcome of Focus Group 2 (FG2)

4.3 Outcome of Focus Group 3 (FG3)

4.4 Additional Considerations

4.5 Validity

4.6 Final KAs for the Two Qualification Programs

Making Learning Effective on Smart Mobile Online Educational Games

2.1 Pattern Matching Puzzle Games

2.2 Mobile Education Games

2.3 Pattern Matching Puzzle Games in Mobile Education

3.1 Initial Design Considerations

3.2 Learning Content and Its Linkage to Pattern Matching Puzzle Game

3.3 Game Features

3.4 Proposed Integration Approach

3.5 Overall Methodology

4.1 Analysis

4.2 Discussion

Students' Perceptions of ChatGPT in Education: A Rapid Systematic Literature Review

2 Background of the Study

5.1 Benefits of Using ChatGPT

5.2 Concerns About Using ChatGPT in Education

6 Comparison of Study Findings with Related Works

7 Conclusion

8 Study Limitations and Recommendations for Future Work

CollaVRation: An Immersive Virtual Environment for Collaborative Software Development

3 CollaVRation - A Collaborative VR Programming Environment

4 Research Goals

5 User Study

5.1 The Scenario

5.2 Collaboration Styles

5.3 Procedure

5.4 Participants

5.5 Measures

6 Results

6.1 Time to Complete Programming Tasks

6.2 Errors During Programming Tasks

6.3 Usability and User Experience.

7 Discussion

7.1 Observations of Communication and Collaboration

7.2 Hypotheses Evaluation

8 Conclusions and Future Work

Affect Analysis: A Literature Survey on Student-Specific and General Users' Affect Analysis

2 Affect

3 Approaches to Affect Analysis

3.1 Description of the Framework Diagram

4 Databases Available for Affect Analysis

4.1 Facial Expression Datasets

4.2 Speech/Voice Datasets

4.3 Written Text Datasets

4.4 Body Language Datasets

4.5 Multi-modal Datasets

5 Techniques Used for Affect Analysis

5.1 Pre-processing Methods

5.2 Classification Methods

5.3 Affect Categorisations/Mappings

Characterization of ReRAM Arrays Operating in the Pre-formed Range to Design Reliable PUFs

2 Background Information

2.1 Resistive Random Access Memory

2.2 Pre-formed Resistive Random Access Memory-Based Physical Unclonable Functions

2.3 Ternary Addressable Public Key Infrastructure

3 Materials and Methods

3.1 Experimental Setup

3.2 Reliability Stress Testing

3.3 Hamming Distances

3.4 Improving Bit Error Rate Performance in 256-Bit Keys

4.1 Relative Variations

4.2 Temperature Drifts

4.3 Aging Drifts

4.4 Hamming Distances

4.5 Bit Error Rate Analysis in 256-Bit Long Keys

5 Conclusion and Future Work

Introduction of Steganography to Improve the Security of Transmitted Data

2 Research Methodology

3 Formation of Information Security Stages

3.1 Implementing 3DES in Python

3.2 The Stage of Applying the Positional LSB Algorithm

3.3 Pseudorandom Sequence Calculation

3.4 Hiding Data in an Image

3.5 Determine Color Model

Investigating Privacy and Security of LinkedIn Via Forensics Analysis.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Arai, Kohei Intelligent Computing

ISBN:

9783031622731

OCLC:

1441797518