Linked e-resources
Details
Table of Contents
Intro
Contents
Artificial Intelligence
Decision-Support for Additive Repair Processes with a Multi-agent System
1 Introduction
2 Theoretical Background and Related Work
3 Multi-agent System as Decision-Support System for Additive Repair Processes
3.1 Methodical Procedure
3.2 Architecture of the Multi-agent System
4 Application Example
5 Discussion and Conclusion
References
AI Education for Middle/ High School Level: A Proposal of a System that Supports Teachers to Design Their AI Lessons
1 Introduction
2 Existing Applications/ Services that Support Teachers with Lesson Plans and AI Education
3 Purpose of the Proposed Application
4 Functions of the Application
4.1 Recommend AI Products in Accordance with AI Concepts that Teachers Need to Introduce
4.2 Automatic Update on Requirements of National Education Curriculum
4.3 Open Reference Resource and Integrated Search Engine
4.4 Teachers' Social Networking and Co-designing Lesson Plans
5 How to Use the Application
6 Conclusion
7 Future Work
References
Sensor Data Restoration in Internet of Things Systems Using Machine Learning Approach
1 Introduction
2 Related Work
3 Solution Approach
4 Experiments and Results
5 Conclusions
References
Potential of eXtended Intelligence (XI) for Extending Human Expression from Digitization of Analog Elements
1 Introduction: Digital Scarcity?
2 Guarantee of Digital Value and Originality
3 Value of Analog Content and Value of Digital Content
4 Extended Intelligence (XI / EI) as a Post-AI
5 What is XI?
References
ML-Based System Failure Prediction Using Resource Utilization
1 Introduction
2 Related Work
3 Methodology
3.1 Data Preparation
3.2 Tracking Class Imbalance
3.3 Model Selection
4 Results
4.1 LSTM Model Accuracy
4.2 Experiment with XGBoost Model
5 Conclusion
References
Interactive System
NEOTEN¥ (NExt Optimum Trade ENvironment of ¥en): A Cryptocurrency with Market Capitalization Linked to the Japanese Yen, Non-speculative Crypto-Assets with Economic Security
1 Introduction
1.1 Background
1.2 Focus of Research
2 Purpose of Research: Non-speculative NEOTEN¥ with Economic Security
3 NEOTEN¥ Mechanism
3.1 System Structure of NEOTEN¥
3.2 User Definition by SmaCoN¥
3.3 Circulation Mechanism of NEOTEN¥
4 Expected NEOTEN¥ Use
4.1 NEOTEN¥ in Practical Use
4.2 Examination of NEOTEN¥ Usability
5 Conclusion
References
XI Guitar: Development of a Slide-Type Guitar Application that Reproduces the Playing Sensation of Analog Guitar
1 Introduction
2 Related Research
3 Slide-type Analog Guitar
3.1 Basic Design
4 Experiments on Accelerometer Accuracy
Contents
Artificial Intelligence
Decision-Support for Additive Repair Processes with a Multi-agent System
1 Introduction
2 Theoretical Background and Related Work
3 Multi-agent System as Decision-Support System for Additive Repair Processes
3.1 Methodical Procedure
3.2 Architecture of the Multi-agent System
4 Application Example
5 Discussion and Conclusion
References
AI Education for Middle/ High School Level: A Proposal of a System that Supports Teachers to Design Their AI Lessons
1 Introduction
2 Existing Applications/ Services that Support Teachers with Lesson Plans and AI Education
3 Purpose of the Proposed Application
4 Functions of the Application
4.1 Recommend AI Products in Accordance with AI Concepts that Teachers Need to Introduce
4.2 Automatic Update on Requirements of National Education Curriculum
4.3 Open Reference Resource and Integrated Search Engine
4.4 Teachers' Social Networking and Co-designing Lesson Plans
5 How to Use the Application
6 Conclusion
7 Future Work
References
Sensor Data Restoration in Internet of Things Systems Using Machine Learning Approach
1 Introduction
2 Related Work
3 Solution Approach
4 Experiments and Results
5 Conclusions
References
Potential of eXtended Intelligence (XI) for Extending Human Expression from Digitization of Analog Elements
1 Introduction: Digital Scarcity?
2 Guarantee of Digital Value and Originality
3 Value of Analog Content and Value of Digital Content
4 Extended Intelligence (XI / EI) as a Post-AI
5 What is XI?
References
ML-Based System Failure Prediction Using Resource Utilization
1 Introduction
2 Related Work
3 Methodology
3.1 Data Preparation
3.2 Tracking Class Imbalance
3.3 Model Selection
4 Results
4.1 LSTM Model Accuracy
4.2 Experiment with XGBoost Model
5 Conclusion
References
Interactive System
NEOTEN¥ (NExt Optimum Trade ENvironment of ¥en): A Cryptocurrency with Market Capitalization Linked to the Japanese Yen, Non-speculative Crypto-Assets with Economic Security
1 Introduction
1.1 Background
1.2 Focus of Research
2 Purpose of Research: Non-speculative NEOTEN¥ with Economic Security
3 NEOTEN¥ Mechanism
3.1 System Structure of NEOTEN¥
3.2 User Definition by SmaCoN¥
3.3 Circulation Mechanism of NEOTEN¥
4 Expected NEOTEN¥ Use
4.1 NEOTEN¥ in Practical Use
4.2 Examination of NEOTEN¥ Usability
5 Conclusion
References
XI Guitar: Development of a Slide-Type Guitar Application that Reproduces the Playing Sensation of Analog Guitar
1 Introduction
2 Related Research
3 Slide-type Analog Guitar
3.1 Basic Design
4 Experiments on Accelerometer Accuracy