Klaus Broelemann

Bias in data‐driven artificial intelligence systems—An introductory survey

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 940 citations · Full text

Artificial Intelligence, Engineering, Ethics In Natural Language Processing +24

Learning Model-Agnostic Counterfactual Explanations for Tabular Data

Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci · 2020 · 149 citations · Full text

SketchMapia: Qualitative Representations for the Alignment of Sketch and Metric Maps

Angela Schwering, Jia Wang, Malumbo Chipofya et al. · Spatial Cognition and Computation · 2014 · 66 citations

Geometry, Geovisualization, Sketch-based Modeling +17

DeepTLF: robust deep neural networks for heterogeneous tabular data

Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci et al. · International Journal of Data Science and Analytics · 2022 · 31 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +14

Bias in Data-driven AI Systems -- An Introductory Survey

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20