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Liste der Ergebnisse
- Assessing Hypotheses in Multi-Agent Systems for Natural Language Processing + (Masterarbeit)
- Traceability of Telemetry Data in Hybrid Architectures + (Masterarbeit)
- Extraction of Performance Models from Microservice Applications based on Tracing Information + (Masterarbeit)
- Model-Based Rule Engine for the Reconstruction of Component-Based Software Architectures for Quality Prediction + (Masterarbeit)
- Rekonstruktion von Komponentenmodellen für Qualitätsvorhersagen auf der Grundlage heterogener Artefakte in der Softwareentwicklung + (Masterarbeit)
- Automatisches Auflösen von Abkürzungen in Quelltext + (Masterarbeit)
- Architectural Uncertainty Analysis for Access Control Scenarios in Industry 4.0 + (Masterarbeit)
- Verfeinerung von Zugriffskontrollrichtlinien unter Berücksichtigung von Ungewissheit in der Entwurfszeit + (Masterarbeit)
- Methodology for Evaluating a Domain-Specific Model Transformation Language + (Masterarbeit)
- Detecting Outlying Time-Series with Global Alignment Kernels (Defense) + (Masterarbeit)
- Skalierung der SVDD: Sampling mit Fehlerschranken + (Masterarbeit)
- Evaluation of Automated Feature Generation Methods + (Masterarbeit)
- Ein modellbasierter Ansatz zur Bewertung der Vollständigkeit von verzahnten Sicherheits- und Risikoanalysen für E/E-Architekturen + (Masterarbeit)
- Automatically detecting Performance Regressions + (Masterarbeit)
- Derivation of Change Sequences from State-Based File Differences for Delta-Based Model Consistency + (Masterarbeit)
- Commit-basierte kontinuierliche Integration von Leistungsmodellen + (Masterarbeit)
- Commit-Based Continuous Integration of Performance Models + (Masterarbeit)
- Modelling Dynamical Systems using Transition Constraints + (Masterarbeit)
- Augmenting Bandit Algorithms with Domain Knowledge + (Masterarbeit)
- Automatische Klassifikation von GitHub-Projekten nach Anwendungsbereichen + (Masterarbeit)
- Change Detection in High Dimensional Data Streams + (Masterarbeit)
- Architecture-based Uncertainty Impact Analysis for Confidentiality + (Masterarbeit)
- Outlier Analysis in Live Systems from Application Logs + (Masterarbeit)
- The hW-inference Algorithm: Theory and Application + (Masterarbeit)
- DomainML: A modular framework for domain knowledge-guided machine learning + (Masterarbeit)
- Entwicklung und Analyse von Auto-Encodern für GUI-basiertes Software-Testing durch KI + (Masterarbeit)
- Data-Preparation for Machine-Learning Based Static Code Analysis + (Masterarbeit)
- Entwurf und Umsetzung von Zugriffskontrolle in der Sichtenbasierten Entwicklung + (Masterarbeit)
- Architectural Generation of Context-based Attack Paths + (Masterarbeit)
- Entwicklung zuverlässiger KI-basierter Software-Systeme in Anwesenheit von Unsicherheit + (Masterarbeit)
- Modelling and Enforcing Access Control Requirements for Smart Contracts + (Masterarbeit)
- Empirical Identification of Performance Influences of Configuration Options in High-Performance Applications + (Masterarbeit)
- Co-Simulation von Hardware und Software im Palladio Komponentenmodell + (Masterarbeit)
- Investigating Variational Autoencoders and Mixture Density Recurrent Neural Networks for Code Coverage Maximization + (Masterarbeit)
- Automated Test Selection for CI Feedback on Model Transformation Evolution + (Masterarbeit)
- Development of an Active Learning Approach for One Class Classifi cation using Bayesian Uncertainty + (Masterarbeit)
- Generalized Monte Carlo Dependency Estimation and Anytime Supervised Filter Feature Selection + (Masterarbeit)
- Beyond Similarity - Dimensions of Semantics and How to Detect them + (Masterarbeit)
- Identification and refactoring of bad smells in model-based analyses + (Masterarbeit)
- Automated Classification of Design Decision in Software Architecture Documentation + (Masterarbeit)
- Automatisierte Gewinnung von Nachverfolgbarkeitsverbindungen zwischen Softwarearchitektur und Quelltext + (Masterarbeit)
- Surrogate models for crystal plasticity - predicting stress, strain and dislocation density over time (Defense) + (Masterarbeit)
- Faster Feedback Cycles via Integration Testing Strategies for Serverless Edge Computing + (Masterarbeit)
- Continuous Integration of Performance Models for Lua-Based Sensor Applications + (Masterarbeit)
- Context Generation for Code and Architecture Changes Using Large Language Models + (Masterarbeit)
- Graph Attention Network for Injection Molding Process Simulation + (Masterarbeit)
- Symbolic Performance Modeling + (Masterarbeit)
- Improving SAP Document Information Extraction via Pretraining and Fine-Tuning + (Masterarbeit)
- Change-Adaptive Active Learning on Data Streams + (Masterarbeit)
- Modeling and analyzing zero-trust architectures taking into account various quality objectives + (Masterarbeit)
- Intelligent Match Merging to Prevent Obfuscation Attacks on Software Plagiarism Detectors + (Masterarbeit)
- Identifying Security Requirements in Natural Language Documents + (Masterarbeit)
- Performance Modeling of Distributed Computing + (Masterarbeit)
- CGFLEX: A Flexible Framework for Causal Graph-based Data Synthesis + (Masterarbeit)
- Optimierung des Migrationsverfahrens in modellbasierten E/E-Entwicklungswerkzeugen durch bedarfsorientierte Prozessierung der Historie von Bestandsmodellen + (Masterarbeit)
- Source-Target-Mapping von komplexen Relationen in Modell-zu-Modell-Transformationen + (Masterarbeit)
- Retrieval-Augmented Large Language Models for Traceability Link Recovery + (Masterarbeit)
- Erzeugung von Verschlüsselungsregeln auf Modelländerungen aus Zugriffskontrollregeln auf Modellelementen + (Masterarbeit)
- Architektur-basierte Wartbarkeitsvorhersage von Metamodellen mittels Evolutionsszenarien + (Masterarbeit)
- Automatisierung von GUI-Tests für Webanwendungen durch den Einsatz großer Sprachmodelle + (Masterarbeit)
- Exploring Modern IDE Functionalities for Consistency Preservation + (Masterarbeit)
- Preventing Refactoring Attacks on Software Plagiarism Detection through Graph-Based Structural Normalization + (Masterarbeit)
- Supporting a Knowledge Management System for Software Engineering Research with Large Language Models + (Masterarbeit)
- Iterative Quelltextanalyse für Informationsflusssicherheit zur Überprüfung von Vertraulichkeit auf Architekturebene + (Masterarbeit)
- Elicitation and Classification of Security Requirements for Everest + (Masterarbeit)
- Active Learning for experimental exploration + (Proposal)
- Analyse von Zeitreihen-Kompressionsmethoden am Beispiel von Google N-Grams + (Proposal)
- Approximating an Ngram Corpus with Probabilistic Methods + (Proposal)
- Auswahl von SAT Instanzen zur Evaluation von Solvern + (Proposal)
- Batch query strategies for one-class active learning + (Proposal)
- Canonical Monte Carlo Dependency Estimation + (Proposal)
- Collective Entity Matching for Linking Structures in Attributed Material Graphs + (Proposal)
- Density-Based Outlier Detection Benchmark on Synthetic Data + (Proposal)
- Detecting Outlying Time-Series with Global Alignment Kernels + (Proposal)
- Developing a Database Application to Compare the Google Books Ngram Corpus to German News Corpora + (Proposal)
- Developing a Framework for Mining Temporal Data from Twitter as Basis for Time-Series Correlation Analysis + (Proposal)
- Development and evaluation of efficient kNN search of time series subsequences using the example of the Google Ngram data set + (Proposal)
- Development of an Active Learning Approach for One Class Classification using Bayesian Uncertainty + (Proposal)
- Efficient Reduction of Energy Time Series + (Proposal)
- Efficient Training of Graph Neural Networks for Dynamic Phenomena (Proposal) + (Proposal)
- Entwicklung einer Methode zum Vergleich mehrsprachiger und zeitabhängiger Textkorpora am Beispiel des Google Books Ngram Datensatzes + (Proposal)
- Erklärbare k-Portfolios von SAT-Solvern + (Proposal)
- Evaluierung unbalancierter Lernmethoden + (Proposal)
- Feature-based Time Series Generation + (Proposal)
- Hidden Outliers in Manifolds + (Proposal)
- Implementation and Evaluation of CHQL Operators in Relational Database Systems + (Proposal)
- Improving Document Information Extraction with efficient Pre-Training + (Proposal)
- Information Content of Targeted Disturbances in the Electrical Grid + (Proposal)
- Informationsbedürfnisse zur Untersuchung der Begriffsgeschichte + (Proposal)
- Injection Molding Simulation based on Graph Neural Networks + (Proposal)
- Local Outlier Factor for Feature‐evolving Data Streams + (Proposal)
- Meta-Learning Feature Importance + (Proposal)
- Meta-Modeling the Feature Space + (Proposal)
- Meta-learning for Encoder Selection + (Proposal)
- Modeling Dynamic Systems using Slope Constraints: An Application Analysis of Gas Turbines + (Proposal)
- Monitoring Complex Systems with Domain Knowledge: Adapting Contextual Bandits to Tracing Data + (Proposal)
- Neural-Based Outlier Detection in Data Streams + (Proposal)
- On the Converge of Monte Carlo Dependency Estimators + (Proposal)
- Online Nyström MMD Approximation + (Proposal)
- Patient Rule Induction Method with Active Learning + (Proposal)
- Predictability of Classification Performance Measures with Meta-Learning + (Proposal)
- Predicting System Dependencies from Tracing Data Instead of Computing Them + (Proposal)
- Query Synthesis in One-Class Active Learning + (Proposal)
- Reinforcement Learning for Solving the Knight’s Tour Problem + (Proposal)
- Review of data efficient dependency estimation + (Proposal)
- Review of dependency estimation with focus on data efficiency + (Proposal)
- Robust Subspace Search + (Proposal)
- Skalierung der SVDD für große Datenmengen + (Proposal)
- Standardized Real-World Change Detection Data + (Proposal)
- State of the Art: Multi Actor Behaviour and Dataflow Modelling for Dynamic Privacy + (Proposal)
- Statistical Generation of High-Dimensional Data Streams with Complex Dependencies + (Proposal)
- Streaming Nyström MMD Change Detection + (Proposal)
- Subspace Generative Adversarial Learning for Unsupervised Outlier Detection + (Proposal)
- Surrogate Model Based Process Parameters Optimization of Textile Forming + (Proposal)
- Surrogate models for crystal plasticity - predicting stress, strain and dislocation density over time + (Proposal)
- Tabular Data Augmentation for Mixed Data + (Proposal)
- Theory-Guided Data Science for Lithium-Ion Battery Modeling + (Proposal)
- Trend Monitoring on Twitter Streams with Semantic Change Analysis + (Proposal)
- Tuning of Explainable Artificial Intelligence (XAI) tools in the field of text analysis + (Proposal)
- Untersuchung der Auswirkungen von Messdatenverschleierung auf Disaggregations-Qualität + (Proposal)
- Untersuchung des Trade-Offs zwischen Privacy und Forecasting-Qualität + (Proposal)
- User-centric Outlier Detection on Energy Data + (Proposal)
- Wichtigkeit von Merkmalen für die Klassifikation von SAT-Instanzen (Proposal) + (Proposal)
- Betriebspraktikum im Bereich Webentwicklung bei Morotai + (Vortrag)
- Praktikumsbericht: Toolentwicklung zur Bearbeitung und Analyse von High-Speed-Videoaufnahmen + (Vortrag)
- Vorstellungstermin Berufspraktikum Jan Droll + (Vortrag)
- Gamify Your Learning Experience -- Möglichkeiten von Gamification Lernprozesse und -erfolge zu visualisieren (PdF) + (Vortrag)
- Performancevorhersage für Container-Anwendungen (PdF) + (Vortrag)
- (Freiwillige Teilnahme) Abschlussvortrag Praxis der Forschung SS23 I + (Vortrag)
- (Freiwillige Teilnahme) Abschlussvortrag Praxis der Forschung SS23 II + (Vortrag)