Linked e-resources
Details
Table of Contents
Intro
Preface
Organization
Contents
Block Chain Systems
Distributed Ledger Technology for Collective Environmental Action
1 Introduction
2 Literature Background
3 Design Science Research Methodology
4 DLT Prototype Construction and Evaluation
4.1 Prototype Design Components
4.2 Prototype Functional Logic Components
4.3 Prototype Evaluation
5 Discussion of Empirical Findings
6 Conclusions
References
Moving Towards Blockchain-Based Methods for Revitalizing Healthcare Domain
1 Introduction
2 Blockchain Technology Fundamentals
2.1 Key Concepts
2.2 Blockchain Taxonomy
3 Blockchain Technology in Service of Healthcare
4 Related Works
4.1 Research Methodology
4.2 Our Research Foresight Regarding Healthcare Challenges
4.3 Blockchain Adoption in Healthcare Domain
5 Discussion
6 Our Forthcoming Proposition
7 Conclusion
References
Design of a Tokenized Blockchain Architecture for Tracking Trade in the Global Defense Market
1 Introduction
2 Related Work
3 Value of Blockchain for Trades in Defense Market
4 Design and Implementation of a NFT Based Decentralized Architecture
4.1 System Design
4.2 Implementation and Testing
5 Conclusion
References
Requirements for Interoperable Blockchain Systems: A Systematic Literature Review
1 Introduction
1.1 Research Problem
1.2 Key Contributions
2 Blockchain Interoperability Overview
2.1 Related Studies
3 Methodology
4 Results and Discussion
4.1 Technical and semantic interoperability requirements.
4.2 Organizational Interoperability Requirements
4.3 Legal Interoperability Requirements
5 Conclusion
References
Deep Learning and Healthcare Applications
PENN: Phase Estimation Neural Network on Gene Expression Data
1 Introduction
2 Related Work
3 Method
3.1 Objective Function of PENN
4 Results
4.1 Dataset
4.2 Experiments
4.3 Implementation
5 Conclusion
References
MRIAD: A Pre-clinical Prevalence Study on Alzheimer's Disease Prediction Through Machine Learning Classifiers
1 Introduction
2 Related Work
3 Research Methodology
3.1 Development and Testing Approach
3.2 Data Source
3.3 Data Preprocessing
3.4 Feature Selection
4 Results and Discussion
5 Conclusions
References
Exploring the Link Between Brain Waves and Sleep Patterns with Deep Learning Manifold Alignment
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset
3.2 Deep Learning Manifold Alignment Method
4 Experimental Results
5 Conclusion and Future Work
References
Machine Learning and Commercial Systems
YOLOv5 for Automatic License Plate Recognition in Smart Cities
1 Introduction
2 Applications of ALPR
2.1 Use Cases of ALPR
2.2 Object Detection with Deep Learning Techniques
3 Related Work
4 Experimentation and Results
4.1 Methodology
4.2 Results
Preface
Organization
Contents
Block Chain Systems
Distributed Ledger Technology for Collective Environmental Action
1 Introduction
2 Literature Background
3 Design Science Research Methodology
4 DLT Prototype Construction and Evaluation
4.1 Prototype Design Components
4.2 Prototype Functional Logic Components
4.3 Prototype Evaluation
5 Discussion of Empirical Findings
6 Conclusions
References
Moving Towards Blockchain-Based Methods for Revitalizing Healthcare Domain
1 Introduction
2 Blockchain Technology Fundamentals
2.1 Key Concepts
2.2 Blockchain Taxonomy
3 Blockchain Technology in Service of Healthcare
4 Related Works
4.1 Research Methodology
4.2 Our Research Foresight Regarding Healthcare Challenges
4.3 Blockchain Adoption in Healthcare Domain
5 Discussion
6 Our Forthcoming Proposition
7 Conclusion
References
Design of a Tokenized Blockchain Architecture for Tracking Trade in the Global Defense Market
1 Introduction
2 Related Work
3 Value of Blockchain for Trades in Defense Market
4 Design and Implementation of a NFT Based Decentralized Architecture
4.1 System Design
4.2 Implementation and Testing
5 Conclusion
References
Requirements for Interoperable Blockchain Systems: A Systematic Literature Review
1 Introduction
1.1 Research Problem
1.2 Key Contributions
2 Blockchain Interoperability Overview
2.1 Related Studies
3 Methodology
4 Results and Discussion
4.1 Technical and semantic interoperability requirements.
4.2 Organizational Interoperability Requirements
4.3 Legal Interoperability Requirements
5 Conclusion
References
Deep Learning and Healthcare Applications
PENN: Phase Estimation Neural Network on Gene Expression Data
1 Introduction
2 Related Work
3 Method
3.1 Objective Function of PENN
4 Results
4.1 Dataset
4.2 Experiments
4.3 Implementation
5 Conclusion
References
MRIAD: A Pre-clinical Prevalence Study on Alzheimer's Disease Prediction Through Machine Learning Classifiers
1 Introduction
2 Related Work
3 Research Methodology
3.1 Development and Testing Approach
3.2 Data Source
3.3 Data Preprocessing
3.4 Feature Selection
4 Results and Discussion
5 Conclusions
References
Exploring the Link Between Brain Waves and Sleep Patterns with Deep Learning Manifold Alignment
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset
3.2 Deep Learning Manifold Alignment Method
4 Experimental Results
5 Conclusion and Future Work
References
Machine Learning and Commercial Systems
YOLOv5 for Automatic License Plate Recognition in Smart Cities
1 Introduction
2 Applications of ALPR
2.1 Use Cases of ALPR
2.2 Object Detection with Deep Learning Techniques
3 Related Work
4 Experimentation and Results
4.1 Methodology
4.2 Results