Miroslaw Staron
Showing 60 publications
Modeling and Digital Twins: Insights and Strategies for Software Engineers
ACoRA – A Platform for Automating Code Review Tasks
D-LeDe: A Data Leakage Detection Method for Automotive Perception Systems
Laws, Ethics, and Fairness in Software Engineering
Exploring Generative AI in Automated Software Engineering
A Multi-model Approach for Video Data Retrieval in Autonomous Vehicle Development
Design pattern recognition: a study of large language models
Guidelines for Conducting Action Research Studies in Software Engineering
Emerging Trends in Requirements Engineering and Testing
A SURVEY OF RECENT AUTOMOTIVE SOFTWARE SECURITY VULNERABILITIES: TRENDS AND ATTACK VECTORS
Using Generative AI to Support Standardization Work - the Case of 3GPP
Design Patterns Understanding and Use in the Automotive Industry: An Interview Study
Exploring Image Similarity-Based Splitting Techniques in Automotive Perception Systems
Modeling and Architecting of Complex Software Systems
Bringing Software Engineering Discipline to the Development of AI-Enabled Systems
Human Aspects and Security in Software Development
Comparing Programming Language Models for Design Pattern Recognition
Testing, Debugging, and Log Analysis With Modern AI Tools
Impact of Image Data Splitting on the Performance of Automotive Perception Systems
Research Highlights in Evidence-Based Software Engineering
Comparing Machine Learning Algorithms for Medical Time-Series Data
Focusing on Developers in the Era of AI and ML
Recent Research Into Infrastructure as Code
AI, Tech, Energy, and Collaboration
Open Source Software: Communities and Quality
Comparing Anomaly Detection and Classification Algorithms: A Case Study in Two Domains
From the War in Ukraine to Cannabis Use: Exploring a Diverse Set of Papers
Assessing Security of Internal Vehicle Networks
Comparing Word-Based and AST-Based Models for Design Pattern Recognition
Privacy, Security, Soft Requirements, and Flaky Tests
Mining Task-Specific Lines of Code Counters
Comparing autoencoder-based approaches for anomaly detection in highway driving scenario images
Technical Debt Problems and Concerns
Software Design Trends Supporting Multiconcern Assurance
Accelerating digital transformation: 10 years of software center
Improving Software Regression Testing Using a Machine Learning-Based Method for Test Type Selection
Automated Code Review Comment Classification to Improve Modern Code Reviews
Predicting build outcomes in continuous integration using textual analysis of source code commits
Software engineering and advanced applications conference 2019 – selected papers
Improving Quality of Code Review Datasets – Token-Based Feature Extraction Method
(Research) Insights for Serverless Application Engineering
Selective Regression Testing based on Big Data: Comparing Feature Extraction Techniques
Improving Data Quality for Regression Test Selection by Reducing Annotation Noise
Deep learning model for end-to-end approximation of COSMIC functional size based on use-case names
Evolution of technical debt: An exploratory study
Predicting Test Case Verdicts Using TextualAnalysis of Commited Code Churns
Milestone-oriented usage of key performance indicators - An industrial case study
Vetting automatically generated trace links: What information is useful to human analysts?
Comparison of model size predictors in practice
Predicting and evaluating software model growth in the automotive industry
Performance in software development - Special issue editorial
Improving fault injection in automotive model based development using fault bypass modeling
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Showing 6 research projects
Quantum computing for future mobility solutions
Automated and design-optimized software construction
Transforming Automotive Architecture with Assistance from AI
Architectural Design and Verification/Validation of Systems with Machine Learning Components
Verification of ISO 26262 Software requirements in safety critical EE-systems (VISEE)