Pre- and Postdocs
In addition to the more than 20 professorships related to AI, BaCAI includes many doctoral students and postdoctoral researchers. Here you will find researchers who are conducting research in various areas of artificial intelligence at or in close collaboration with the University of Bamberg.
![](/fileadmin/_processed_/d/csm_dr-tarek-besold_0d7c43ca77.webp)
Chair of Cognitive Systems /
Sony AI Labs Barcelona
Neuro-symbolic learning and reasoning
![](/fileadmin/_processed_/f/b/csm_francesco-di-salvo_3b5cfac664.webp)
Chair of Explainable Machine Learning
Robust, Interpretable, and Efficient Machine Learning
![](/fileadmin/_processed_/e/b/csm_sebastian-doerrich_4057693cac.webp)
Chair of Explainable Machine Learning
Mitigating Data and Acquisition Bias in Medical Images to Enhance the Robustness and Generalizability of Deep Learning Algorithms
![](/fileadmin/_processed_/e/9/csm_lukas-erle_8eec737689.webp)
Chair for AI Engineering in Companies
Social impact assessment of the use of generative AI in relation to misinformation
![](/fileadmin/_processed_/a/2/csm_Bettina-Finzel-CogSys2024_8745fe202a.webp)
An XAI Framework for Human-Guided Explanation in Complex Knowledge Domains
![](/fileadmin/_processed_/e/d/csm_placeholder_d75bbe8e58.webp)
Chair for AI Systems Engineering
Universal Logic in and for AI
![](/fileadmin/_processed_/8/7/csm_felix-haag_3c94d0e878.webp)
Information Systems and Energy Efficient Systems
Methods, Mechanisms, and Real-World Effects of Explainable AI-based Decision Support
![](/fileadmin/_processed_/e/4/csm_teresa-hammerschmidt_0f2a002ad7.webp)
Chair of Information Systems and Social Networks
Understanding and Managing Human-AI Interaction: Ethical Considerations
![](/fileadmin/_processed_/e/csm_dr-mennatullah-hendawy_40e26ca2f4.webp)
Chair for AI Systems Engineering
Trustworthy Citizen Participation in Smart Cities
![](/fileadmin/_processed_/6/b/csm_theresa-henn_1ec2a767cb.webp)
Chair of Information Systems and Social Networks
Understanding culture and identities in online communities: Societal dynamics and implications
![](/fileadmin/_processed_/5/5/csm_jacob-justice_f6ab9fb7da.webp)
Chair of Computer Graphics and its Foundations
Motion Data and Privacy in VR
![](/fileadmin/_processed_/6/f/csm_judith-knoblach_c78d1d7bea.webp)
Explainable Artificial Intelligence on Time Series Data
![](/fileadmin/_processed_/3/csm_marie-langer_4b13a3881b.webp)
Chair of Information Systems, esp. AI Engineering in Companies
Reduction of people's rejection of technologies, especially AI-based systems
![](/fileadmin/_processed_/5/9/csm_moritz_leistner_550a65286d.webp)
Chair of Personality and Assessment
Use of AI-generated facial stimuli to analyze distortion effects in person perception
![](/fileadmin/_processed_/a/c/csm_jana-leschka_1934b143fc.webp)
Chair of Information Systems, esp. AI Engineering in Companies
Using AI to detect hate messages and combat fake news
![](/fileadmin/_processed_/2/c/csm_franz-walter-motzkus_7b52cac860.webp)
Chair of Cognitive Systems / Continental
xAI for Safety: Understanding and adapting deep learning models for computer vision tasks
![](/fileadmin/_processed_/b/8/csm_madhav-poddar_2df8b34cc9.webp)
Chair for Information Visualization
Comparative and Collaborative Visual Analysis of Clustering and Co-clustering Ensembles
![](/fileadmin/_processed_/5/4/csm_Johannes_Rabold_c178dd35be.webp)
Relational Explanations for Visual Domains: A Neural-symbolic Approach Combining ILP and CNNs
![](/fileadmin/_processed_/6/c/csm_ines-rieger_3bb0a53616.webp)
Chair of Explainable Machine Learning
Towards Robust Neural Networks for Affect Recognition: Leveraging Domain Knowledge in Data Preprocessing, Model Training, and Evaluation
![](/fileadmin/_processed_/2/9/csm_jonas-rieskamp_781163724d.webp)
Chair of Information Systems, esp. AI Engineering in Companies
Polarization on social media, esp. using social media analytics and AI to investigate social phenomena
![](/fileadmin/_processed_/5/d/csm_dr-jessica-roehner_b44c219608.webp)
Chair of Personality and Assessment
Analysis of response bias in psychological diagnostics
![](/fileadmin/_processed_/3/9/csm_simon-schramm_d6856582ec.webp)
Chair of Cognitive Systems / BMW
Comprehensible time series forecasting using Knowledge Graphs: From Market Research and Event Data Modeling to Explainable Clustering and Forecasting
![](/fileadmin/_processed_/a/b/csm_emmanuel-slany_15d6fdb189.webp)
Enhancing Explanatory Interactive Machine Learning – A Generalization of the CAIPI Algorithm
![](/fileadmin/_processed_/8/csm_veronika-solopova_9f01beebae.webp)
Chair for AI Systems Engineering
Automated Content Moderation using Hybrid AI Systems
![Jonas-Dario Troles](/fileadmin/_processed_/a/7/csm_Jonas-Dario_Troles_4-3_70890f631e.webp)
Utilizing Interactive Multi Modal Machine Learning for Forest Inventory and Tree Vitality Assessment
![](/fileadmin/_processed_/7/csm_nicolas_wagner_ffabfec50d.webp)
Natural Language Generation and Dialogue Systems Group
Cooperative Multi-User Conversational Agents
Christoph Wehner
![](/fileadmin/_processed_/8/5/csm_christoph-wehner_bff11ade86.webp)
Lehrstuhl für Kognitive Systeme
Interactive and Explainable Machine Learning on Knowledge Graphs