Klaus Broelemann
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Ethics and Social Impacts of AI, Robotics and Sensor-Based Localization, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Bias in data‐driven artificial intelligence systems—An introductory survey(2020)949 cited
- → Learning Model-Agnostic Counterfactual Explanations for Tabular Data(2020)150 cited
- → SketchMapia: Qualitative Representations for the Alignment of Sketch and Metric Maps(2014)67 cited
- → DeepTLF: robust deep neural networks for heterogeneous tabular data(2022)31 cited
- → Bias in Data-driven AI Systems -- An Introductory Survey(2020)21 cited
- → On Counterfactual Explanations under Predictive Multiplicity(2020)21 cited
- → Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth(2016)20 cited
- On Counterfactual Explanations under Predictive Multiplicity.(2020)
- → LTD-RBM: Robust and Fast Latent Truth Discovery Using Restricted Boltzmann Machines(2017)12 cited
- → Hierarchical Graph Representation for Symbol Spotting in Graphical Document Images(2012)12 cited