Prof. Dr. Stefan Decker
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Contact Information:
Lehrstuhl Informatik 5
6231, 2nd floor, building: E2
Ahornstr. 55
52056 Aachen
DE
- Data Science in Medicine (SS 2023)
- Datenbanken und Informationssysteme (SS 2023)
- Knowledge Graph Lab SS 2023 (SS 2023)
- Mixed Reality Lab (SS 2023)
- Seminar Computational Biomedicine (SS 2023)
- Seminar Privacy and Big Data (SS 2023)
- Web Science Seminar (SS 2023)
- Bridge Course Databases (WS 2022)
- Data Science in Medicine (WS 2022)
- Knowledge Graph Lab WS 2022/23 (WS 2022)
- Knowledge Graphs Seminar (WS 2022)
- Mixed Reality Lab (WS 2022)
- Privacy Enhancing Technologies for Data Science (WS 2022)
- Semantic Web (WS 2022)
- Basic End2End Resourcemanager (SS 2022)
- Bridge Course Databases (SS 2022)
- Data Science in Medicine (SS 2022)
- Datenbanken und Informationssysteme (SS 2022)
- Informationsmanagement für öffentliche Mobilitätsangebote (SS 2022)
- Knowledge Graph Lab SS 2022 (SS 2022)
- Exploring the effect of generative AI, e.g., ChatGPT on training outcomes of learners (Open)
- MuCo – Music Composer: Can AI Rival Human Creativity? (Open)
- Blockchain integration for decentralized educational records storage (Open)
- Personalized course recommender for diverse skills and certifications (Open)
- The impact of privacy-enhancing technologies on the quality of services on power grid systems (Open)
- An evaluation methodology for cyber security on (smart) grid systems (Open)
- Overhead of security-by-design requirements on current power grid systems (Open)
- Implementing a demonstrator for a data space in the plastic packaging industry (Running)
- Enhancing Chatbot Performance through Process Mining (Running)
- Evaluation of Source Inference Attack and Defenses on Federated Learning (Running)
- Effects of Generative Replay-based methods on Catastrophic Forgetting in DA on healthcare data (Running)
- From Simulation to Real Settings: Investigating the Testability of Distributed Analytics Experiments (Running)
- Establishing Trust in P2P Distributed Analytics Infrastructures (Running)
- Predicting privacy risk in data publishing (Running)
- Mastering the Game of Contract Bridge: Strategy Optimization via Deep Reinforcement Learning (Running)
- Adversarial Attacks against Face Detection Systems (Running)
- Offloading of IoT Workloads in Peer-to-Peer Networks using WebAssembly (Running)
- Sensor Based Human Motion Comparison (Running)
- European Parliaments On Twitter during the Ukraine War: Analyzing Parliamential Influentials and Communities over Time (Running)
- Real time skeleton visualization module (Running)
- Anomaly detection on encrypted data in industrial control systems (Running)
- In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging (Running)
- Utilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation (Running)
- Membership Inference Attacks against Generative Models and Differential Privacy Defense (Running)
- Untersuchung der Auswirkung der Durchdringung von Messtechnik auf die Güte der Netzüberwachung (Running)
- Privacy-Preserving Federated Learning for Phishing Detection (Running)
- Cryptographic-based Privacy-Preserving Machine Learning for URL Phishing Detection (Running)
- Personalized Federated Hetero-task Learning on Graph Data (Running)
- Automatic Response and Recovery of Phishing Email (Running)
- Decentralized Identity and Access Management for Distributed Machine Learning Systems (Running)
- Validating the Reference Architecture Model of International Data Spaces Regarding Vocabulary Sharing Requirements From Life-Science Industry in the Context of Persistent Identifier Systems (Running)
- Collaborative Educational Escape Rooms for Mixed Reality (Running)
- A Unified Bot Modeling Language (Running)
- Building a MediaBase for Future Computer Science Research (Running)
- Transformation of Knowledge Graph Elements into Real-World Objects (Running)
- Improved Bottom-up Deep Learning Approach for Neuronal Cell Instance Segmentation (Finished)
- A Web Frontend for Blockchain-based Proofs of Qualification (Finished)
- A Hybrid and Platform-Agnostic Stream Processing Architecture (Finished)
- A Practical Look at Membership Inference Attacks and Differential Privacy Protection on Data with Re-occurring Information (Finished)
- Defense against Data Poisoning Attacks in Federated Learning (Finished)
- How’s your experience? A blockchain-based framework for cookie sharing enabling adversarial diversity (Finished)
- Community Detection in Mediabases – Concepts for Cross-Media and Cross-Community Research (Finished)
- Component Crawler for Mixed Reality Projects (Finished)
- A Mixed Reality-Based Card Game for Formal and Informal Education (Finished)
- A Cognitive Modeling-Based Architecture for Realistic Agents in Mixed Reality (Finished)
- Systematic Evaluation Procedures of Mixed Reality Learning Applications (Finished)
- Reach for the Stars: Gamified Group Work in Mixed Reality (Finished)
- Collaborative Immersive Learning Analytics (Finished)
- Integrating the Interaction Flow Modeling Language Into The Community Application Editor (Finished)
- Affective Learning Recommendation Bot (Finished)
- A Social Bot Success Model (Finished)
- A Recommender System for Decentralized Question-Based Dialog (Finished)
- Citation Recommendation Bot (Finished)
- Supporting Distributed Analytics Workflows with Monitoring and Transaction Bots (Finished)
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