Nils Kemmerzell

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Lehrstuhl für Wirtschaftsinformatik, insbesondere IT-Management

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(1)

Publications

(7)

Quantifying the Trade-Offs Between Dimensions of Trustworthy AI - An Empirical Study on Fairness, Explainability, Privacy, and Robustness (2024) Kemmerzell N, Schreiner A Conference contribution LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks (2024) Nguyen H, Clement T, Nguyen L, Kemmerzell N, Truong B, Nguyen K, Abdelaal M, Cao H Conference contribution Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction (2024) Clement T, Nguyen Truong Thanh H, Kemmerzell N, Abdelaal M, Stjelja D Conference contribution Towards a Quantitative Evaluation Framework for Trustworthy AI in Facial Analysis (2024) Schreiner A, Kemmerzell N Conference contribution, Conference Contribution Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction (2023) Clement T, Kemmerzell N, Nguyen Truong Thanh H, Abdelaal M, Stjelja D Conference contribution, Conference Contribution XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process (2023) Clement T, Kemmerzell N, Abdelaal M, Amberg M Journal article, Review article Disentangling the Linguistic Competence of Privacy-Preserving BERT (2023) Arnold S, Kemmerzell N, Schreiner A Conference contribution, Conference Contribution