Graph-Based Registration of Partial Images of City Maps Using Geometric Hashing. - Steffen Wachenfeld; Klaus Broelemann; Xiaoyi Jiang 001; Antonio Krüger (GbRPR, 2009)

A System for Automatic Localization and Recognition of Sketch Map Objects. - Klaus Broelemann (Understanding and Processing Sketch Maps @ COSIT, 2011)

Automatic Street Graph Construction in Sketch Maps. - Klaus Broelemann; Xiaoyi Jiang 001; Angela Schwering (GbRPR, 2011)

A Region-Based Method for Sketch Map Segmentation. - Klaus Broelemann; Xiaoyi Jiang 001 (GREC, 2011)

Graph-based markerless registration of city maps using geometric hashing. - Xiaoyi Jiang 001; Klaus Broelemann; Steffen Wachenfeld; Antonio Krüger (Comput. Vis. Image Underst., 2011)

Hierarchical Graph Representation for Symbol Spotting in Graphical Document Images. - Klaus Broelemann; Anjan Dutta 001; Xiaoyi Jiang 001; Josep Lladós 001 (SSPR/SPR, 2012)

Hierarchical Plausibility-Graphs for Symbol Spotting in Graphical Documents. - Klaus Broelemann; Anjan Dutta 001; Xiaoyi Jiang 001; Josep Lladós 001 (GREC, 2013)

Automatic offline understanding of hand-drawn sketch maps. - Klaus Broelemann (2014)

SketchMapia: Qualitative Representations for the Alignment of Sketch and Metric Maps. - Angela Schwering; Jia Wang 006; Malumbo Chipofya; Sahib Jan; Rui Li 023; Klaus Broelemann (Spatial Cogn. Comput., 2014)

Automatic understanding of sketch maps using context-aware classification. - Klaus Broelemann; Xiaoyi Jiang 001; Angela Schwering (Expert Syst. Appl., 2016)

LTD-RBM: Robust and Fast Latent Truth Discovery Using Restricted Boltzmann Machines. - Klaus Broelemann; Thomas Gottron; Gjergji Kasneci (ICDE, 2017)

Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth. - Enkelejda Kasneci; Thomas C. Kübler; Klaus Broelemann; Gjergji Kasneci (Comput. Hum. Behav., 2017)

Variants of k-regular nearest neighbor graph and their construction. - Klaus Broelemann; Xiaoyi Jiang 001; Sudipto Mukherjee 001; Ananda S. Chowdhury (Inf. Process. Lett., 2017)

Restricted Boltzmann Machines for Robust and Fast Latent Truth Discovery. - Klaus Broelemann; Thomas Gottron; Gjergji Kasneci (CoRR, 2018)

Combining Restricted Boltzmann Machines with Neural Networks for Latent Truth Discovery. - Klaus Broelemann; Gjergji Kasneci (CoRR, 2018)

A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees. - Klaus Broelemann; Gjergji Kasneci (IJCAI, 2019)

Towards User Empowerment. - Martin Pawelczyk; Johannes Haug; Klaus Broelemann; Gjergji Kasneci (CoRR, 2019)

Leveraging Model Inherent Variable Importance for Stable Online Feature Selection. - Johannes Haug; Martin Pawelczyk; Klaus Broelemann; Gjergji Kasneci (KDD, 2020)

On Counterfactual Explanations under Predictive Multiplicity. - Martin Pawelczyk; Klaus Broelemann; Gjergji Kasneci (UAI, 2020)

Learning Model-Agnostic Counterfactual Explanations for Tabular Data. - Martin Pawelczyk; Klaus Broelemann; Gjergji Kasneci (WWW, 2020)

Bias in Data-driven AI Systems - An Introductory Survey. - Eirini Ntoutsi; Pavlos Fafalios; Ujwal Gadiraju; Vasileios Iosifidis; Wolfgang Nejdl; Maria-Esther Vidal; Salvatore Ruggieri; Franco Turini; Symeon Papadopoulos; Emmanouil Krasanakis; Ioannis Kompatsiaris; Katharina Kinder-Kurlanda; et al. (CoRR, 2020)

Bias in data-driven artificial intelligence systems - An introductory survey. - Eirini Ntoutsi; Pavlos Fafalios; Ujwal Gadiraju; Vasileios Iosifidis; Wolfgang Nejdl; Maria-Esther Vidal; Salvatore Ruggieri; Franco Turini; Symeon Papadopoulos; Emmanouil Krasanakis; Ioannis Kompatsiaris; Katharina Kinder-Kurlanda; et al. (WIREs Data Mining Knowl. Discov., 2020)

SPARROW: Semantically Coherent Prototypes for Image Classification. - Stefan Kraft; Klaus Broelemann; Andreas Theissler; Gjergji Kasneci (BMVC, 2021)

Dynamic Model Tree for Interpretable Data Stream Learning. - Johannes Haug; Klaus Broelemann; Gjergji Kasneci (ICDE, 2022)

Explanation Shift: Detecting distribution shifts on tabular data via the explanation space. - Carlos Mougan; Klaus Broelemann; Gjergji Kasneci; Thanassis Tiropanis; Steffen Staab (CoRR, 2022)

Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees. - Artjom Zern; Klaus Broelemann; Gjergji Kasneci (AAAI, 2023)

Causal Fairness-Guided Dataset Reweighting using Neural Networks. - Xuan Zhao; Klaus Broelemann; Salvatore Ruggieri; Gjergji Kasneci (IEEE Big Data, 2023)

Counterfactual Explanation for Regression via Disentanglement in Latent Space. - Xuan Zhao; Klaus Broelemann; Gjergji Kasneci (ICDM (Workshops), 2023)

Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions. - Carlos Mougan; Klaus Broelemann; David Masip; Gjergji Kasneci; Thanassis Tiropanis; Steffen Staab (CoRR, 2023)

Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space. - Xuan Zhao; Klaus Broelemann; Gjergji Kasneci (CoRR, 2023)

Interpretable Distribution-Invariant Fairness Measures for Continuous Scores. - Ann-Kristin Becker; Oana Dumitrasc; Klaus Broelemann (CoRR, 2023)

Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation. - Xuan Zhao; Simone Fabbrizzi; Paula Reyero Lobo; Siamak Ghodsi; Klaus Broelemann; Steffen Staab; Gjergji Kasneci (CoRR, 2023)

DeepTLF: robust deep neural networks for heterogeneous tabular data. - Vadim Borisov; Klaus Broelemann; Enkelejda Kasneci; Gjergji Kasneci (Int. J. Data Sci. Anal., 2023)

Adversarial Reweighting Guided by Wasserstein Distance to Achieve Demographic Parity. - Xuan Zhao; Simone Fabbrizzi; Paula Reyero Lobo; Siamak Ghodsi; Klaus Broelemann; Steffen Staab; Gjergji Kasneci (IEEE Big Data, 2024)

Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule. - Xuan Zhao; Klaus Broelemann; Salvatore Ruggieri; Gjergji Kasneci (ECAI, 2024)

Standardized Interpretable Fairness Measures for Continuous Risk Scores. - Ann-Kristin Becker; Oana Dumitrasc; Klaus Broelemann (ICML, 2024)

Explanation Shift: How Did the Distribution Shift Impact the Model? - Carlos Mougan; Klaus Broelemann; Gjergji Kasneci; Thanassis Tiropanis; Steffen Staab (Trans. Mach. Learn. Res., 2025)