Lehrstuhl für Wirtschaftsinformatik, insbesondere IT-Management

Understanding new product development in digital startups (2024) Söldner M, Fritzsche A Conference contribution 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 Characterizing Stereotypical Bias from Privacy-preserving Pre-Training (2024) Arnold S, Gröbner R, Schreiner A Conference contribution Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation (2024) Nieth B, Altstidl TR, Schwinn L, Eskofier B Conference contribution, 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 XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection (2024) Clement T, Nguyen Truong Thanh H, 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 Guiding text-to-text privatization by syntax (2023) Arnold S, Yesilbas D, Weinzierl S Conference contribution, Conference Contribution