Pre- and Postdocs

Chair of Explainable Machine Learning

Reliable Uncertainty Quantification for Deep Learning Models

Chair for Fundamentals of Natural Language Processing

Multi-Modal Emotion Analysis

Chair of Cognitive Systems /
Sony AI Labs Barcelona

Neuro-symbolic learning and reasoning

Chair of Explainable Machine Learning

Robust, Interpretable, and Efficient Machine Learning

Chair of Explainable Machine Learning

Mitigating Data and Acquisition Bias in Medical Images to Enhance the Robustness and Generalizability of Deep Learning Algorithms

Professorship for Social Psychology, Technology and Society

The Impact of AI-Reliance on the Attribution of Competence and Accountability to Decision-Makers

Chair for AI Engineering in Companies

Social impact assessment of the use of generative AI in relation to misinformation

Chair for AI Systems Engineering

Universal Logic in and for AI

Information Systems and Energy Efficient Systems

Methods, Mechanisms, and Real-World Effects of Explainable AI-based Decision Support

Cognitive Systems

Neurosymbolic & Explainable AI

Chair of Information Systems and Social Networks

Understanding and Managing Human-AI Interaction: Ethical Considerations

Chair for AI Systems Engineering

Trustworthy Citizen Participation in Smart Cities

Chair for Fundamentals of Natural Language Processing

The Interplay of Emotions and Convincingness in Argument Mining for NLP

Chair of Cognitive Systems

Explainable Artificial Intelligence on Time Series Data

Chair of Cognitive Systems

Combining knowledge modeling and machine learning for quality root cause analysis in industrial production

Chair of Cognitive Systems

Abstract Visual Reasoning

Chair of Information Systems, esp. AI Engineering in Companies

Reduction of people's rejection of technologies, especially AI-based systems

Chair of Personality and Assessment

Use of AI-generated facial stimuli to analyze distortion effects in person perception

Chair of Information Systems, esp. AI Engineering in Companies

Using AI to detect hate messages and combat fake news

Cognitive Systems

Neurosymbolic & Explainable AI

Chair for Fundamentals of Natural Language Processing

Interactive Prompt Optimization with the Human in the Loop for Natural Language Understanding Model Development and Intervention (INPROMPT)

Chair of Cognitive Systems / Continental

xAI for Safety: Understanding and adapting deep learning models for computer vision tasks

Chair of Explainable Machine Learning

Explainable and Robust Anomaly Detection

Chair for Fundamentals of Natural Language Processing

Natural Language Processing to Identify Speech and Language Characteristics in Individuals with Autism

Chair for Information Visualization

Comparative and Collaborative Visual Analysis of Clustering and Co-clustering Ensembles

Professorship for Business and Human Ressource Education

Agentic AI in Business Education

Chair of Information Systems, esp. AI Engineering in Companies

Polarization on social media, esp. using social media analytics and AI to investigate social phenomena

Chair of Cognitive Systems / BMW

Comprehensible time series forecasting using Knowledge Graphs: From Market Research and Event Data Modeling to Explainable Clustering and Forecasting

Chair for AI Systems Engineering

Automated Content Moderation using Hybrid AI Systems

Chair of Cognitive Systems

Utilizing Interactive Multi Modal Machine Learning for Forest Inventory and Tree Vitality Assessment

Chair of Cognitive Systems / BMW Group

Semantic Alignment in High Voltage Battery Production

Natural Language Generation and Dialogue Systems Group

Cooperative Multi-User Conversational Agents

Chair of Cognitive Systems

Interactive and Explainable Machine Learning on Knowledge Graphs

Social Psychology Group

Personalised Support to Increase Calibration to AI Advice