Intro
Preface
Organization
Contents
AI System Engineering: Math, Modelling and Software
DSD: The Data Source Description Vocabulary
1 Introduction
2 Related Work
3 The Data Source Description Vocabulary (DSD)
4 Use Cases and Applications of DSD
5 Evaluation Against the FAIR Principles
5.1 Automatic Evaluation
5.2 Manual Evaluation
6 Conclusion and Outlook on Future Work
References
Analyzing the Innovative Potential of Texts Generated by Large Language Models: An Empirical Evaluation
1 Introduction
2 Background
3 Methods
4 Results

5 Conclusion and Outlook
References
LocBERT: Improving Social Media User Location Prediction Using Fine-Tuned BERT
1 Introduction
2 Related Work
3 Predicting User Location
3.1 Data
3.2 LocBERT
4 Experimental Results and Discussion
5 Conclusion
References
Measuring Overhead Costs of Federated Learning Systems by Eavesdropping
1 Introduction
2 Related Work
3 Design
4 Reference Implementation
5 Challenges
6 Results
6.1 Bytes Sent
6.2 Synchronisation Time
6.3 The Cost of Eavesdropping
7 Conclusion and Future Work
References

Cyber-Security and Functional Safety in Cyber-Physical Systems
A Context Ontology-Based Model to Mitigate Root Causes of Uncertainty in Cyber-Physical Systems
1 Introduction
2 Literature Review
3 Context Ontology-Based Uncertainty Mitigation (COUM) Model
3.1 Justification
3.2 Proposed Meta-Model
3.3 COUM Model
4 Care-o-Bot System Case Study
5 Results and Discussion
6 Conclusion and Future Directions
References
Architecture for Self-protective Medical Cyber-Physical Systems
1 Introduction
2 Related Work
3 Security and Privacy Challenges

4 Self-protective MCPS Architecture
5 Sample Scenario
6 Discussion
7 Conclusion
References
An Approach for Safe and Secure Software Protection Supported by Symbolic Execution
1 Introduction
2 Control State ASMs
3 Threat Model
4 PUF-Based Software Protection Method
4.1 Approach
4.2 Method
5 Security Evaluation
6 Summary
References
Towards Increasing Safety in Collaborative CPS Environments
1 Introduction
2 Motivation
3 Challenges
4 Framework Architecture
5 Proof of Concept
6 Related Work
7 Conclusion
References

An Intermediate Representation for Rewriting Cypher Queries
1 Introduction
2 Related Work
3 Abstract Syntax Tree for Cypher Queries
3.1 Types of AST Nodes
3.2 AST Classes
4 Implementation
5 Conclusion
References
An Effective Feature Selection for Diabetes Prediction
1 Introduction
2 Related Work
3 Proposed Method
3.1 Data Collection
3.2 Pre-processing
3.3 Prediction
4 Experimentation
4.1 Result
5 Conclusion
References
Author Index