Klaus Broelemann

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 30

Top Venues

CoRR

ICDE

UAI

AAAI

Universität Münster (PHD)

Education History

Universität Münster

PHD

Publications

Artjom Zern, Klaus Broelemann, Gjergji Kasneci
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees. AAAI (2023)
Ann-Kristin Becker, Oana Dumitrasc, Klaus Broelemann
Interpretable Distribution-Invariant Fairness Measures for Continuous Scores. CoRR (2023)
Xuan Zhao, Simone Fabbrizzi, Paula Reyero Lobo, Siamak Ghodsi, Klaus Broelemann, Steffen Staab, Gjergji Kasneci
Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation. CoRR (2023)
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
Causal Fairness-Guided Dataset Reweighting using Neural Networks. CoRR (2023)
Xuan Zhao, Klaus Broelemann, Gjergji Kasneci
Counterfactual Explanation for Regression via Disentanglement in Latent Space. ICDM (Workshops) (2023)
Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji Kasneci
DeepTLF: robust deep neural networks for heterogeneous tabular data. Int. J. Data Sci. Anal. 16 (1) (2023)
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
Causal Fairness-Guided Dataset Reweighting using Neural Networks. BigData (2023)
Xuan Zhao, Klaus Broelemann, Gjergji Kasneci
Counterfactual Explanation for Regression via Disentanglement in Latent Space. CoRR (2023)
Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions. CoRR (2023)
Xuan Zhao, Klaus Broelemann, Gjergji Kasneci
Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space. CoRR (2023)
Johannes Haug, Klaus Broelemann, Gjergji Kasneci
Dynamic Model Tree for Interpretable Data Stream Learning. ICDE (2022)
Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space. CoRR (2022)
Johannes Haug, Klaus Broelemann, Gjergji Kasneci
Dynamic Model Tree for Interpretable Data Stream Learning. CoRR (2022)
Stefan Kraft, Klaus Broelemann, Andreas Theissler, Gjergji Kasneci
SPARROW: Semantically Coherent Prototypes for Image Classification. BMVC (2021)
Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci
Learning Model-Agnostic Counterfactual Explanations for Tabular Data. WWW (2020)
Johannes Haug, Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci
Leveraging Model Inherent Variable Importance for Stable Online Feature Selection. CoRR (2020)
Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci
On Counterfactual Explanations under Predictive Multiplicity. UAI (2020)
Johannes Haug, Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci
Leveraging Model Inherent Variable Importance for Stable Online Feature Selection. KDD (2020)
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, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
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, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in Data-driven AI Systems - An Introductory Survey. CoRR (2020)
Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci
On Counterfactual Explanations under Predictive Multiplicity. CoRR (2020)
Klaus Broelemann, Gjergji Kasneci
A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees. IJCAI (2019)
Martin Pawelczyk, Johannes Haug, Klaus Broelemann, Gjergji Kasneci
Towards User Empowerment. CoRR (2019)
Klaus Broelemann, Thomas Gottron, Gjergji Kasneci
Restricted Boltzmann Machines for Robust and Fast Latent Truth Discovery. CoRR (2018)
Klaus Broelemann, Gjergji Kasneci
A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees. CoRR (2018)
Klaus Broelemann, Gjergji Kasneci
Combining Restricted Boltzmann Machines with Neural Networks for Latent Truth Discovery. CoRR (2018)
Enkelejda Kasneci, Thomas C. Kübler, Klaus Broelemann, Gjergji Kasneci
Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth. Comput. Hum. Behav. 68 (2017)
Klaus Broelemann, Thomas Gottron, Gjergji Kasneci
LTD-RBM: Robust and Fast Latent Truth Discovery Using Restricted Boltzmann Machines. ICDE (2017)
Klaus Broelemann, Xiaoyi Jiang, Sudipto Mukherjee, Ananda S. Chowdhury
Variants of k-regular nearest neighbor graph and their construction. Inf. Process. Lett. 126 (2017)
Klaus Broelemann, Xiaoyi Jiang, Angela Schwering
Automatic understanding of sketch maps using context-aware classification. Expert Syst. Appl. 45 (2016)
Angela Schwering, Jia Wang, Malumbo Chipofya, Sahib Jan, Rui Li, Klaus Broelemann
SketchMapia: Qualitative Representations for the Alignment of Sketch and Metric Maps. Spatial Cogn. Comput. 14 (3) (2014)
Klaus Broelemann, Anjan Dutta, Xiaoyi Jiang, Josep Lladós
Hierarchical Plausibility-Graphs for Symbol Spotting in Graphical Documents. GREC (2013)
Klaus Broelemann, Anjan Dutta, Xiaoyi Jiang, Josep Lladós
Hierarchical Graph Representation for Symbol Spotting in Graphical Document Images. SSPR/SPR (2012)
Xiaoyi Jiang, Klaus Broelemann, Steffen Wachenfeld, Antonio Krüger
Graph-based markerless registration of city maps using geometric hashing. Comput. Vis. Image Underst. 115 (7) (2011)
Klaus Broelemann
A System for Automatic Localization and Recognition of Sketch Map Objects. Understanding and Processing Sketch Maps @ COSIT (2011)
Klaus Broelemann, Xiaoyi Jiang
A Region-Based Method for Sketch Map Segmentation. GREC (2011)
Klaus Broelemann, Xiaoyi Jiang, Angela Schwering
Automatic Street Graph Construction in Sketch Maps. GbRPR (2011)
Steffen Wachenfeld, Klaus Broelemann, Xiaoyi Jiang, Antonio Krüger
Graph-Based Registration of Partial Images of City Maps Using Geometric Hashing. GbRPR (2009)

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Publication Activity (10 Years)

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Klaus Broelemann