Παρακολούθηση
Klaus Broelemann
Klaus Broelemann
Άγνωστη συνεργασία
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uni-muenster.de
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Bias in data‐driven artificial intelligence systems—An introductory survey
E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020
6022020
Learning model-agnostic counterfactual explanations for tabular data
M Pawelczyk, K Broelemann, G Kasneci
Proceedings of The Web Conference 2020, 3126-3132, 2020
1772020
SketchMapia: Qualitative representations for the alignment of sketch and metric maps
A Schwering, J Wang, M Chipofya, S Jan, R Li, K Broelemann
Spatial cognition & computation 14 (3), 220-254, 2014
732014
On counterfactual explanations under predictive multiplicity
M Pawelczyk, K Broelemann, G Kasneci
Conference on Uncertainty in Artificial Intelligence, 809-818, 2020
652020
Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth
E Kasneci, T Kübler, K Broelemann, G Kasneci
Computers in Human Behavior 68, 450-455, 2017
242017
A gradient-based split criterion for highly accurate and transparent model trees
K Broelemann, G Kasneci
arXiv preprint arXiv:1809.09703, 2018
182018
DeepTLF: robust deep neural networks for heterogeneous tabular data
V Borisov, K Broelemann, E Kasneci, G Kasneci
International Journal of Data Science and Analytics 16 (1), 85-100, 2023
132023
Leveraging model inherent variable importance for stable online feature selection
J Haug, M Pawelczyk, K Broelemann, G Kasneci
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
132020
Automatic understanding of sketch maps using context-aware classification
K Broelemann, X Jiang, A Schwering
Expert systems with applications 45, 195-207, 2016
132016
Hierarchical graph representation for symbol spotting in graphical document images
K Broelemann, A Dutta, X Jiang, J Lladós
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2012
132012
Hierarchical plausibility-graphs for symbol spotting in graphical documents
K Broelemann, A Dutta, X Jiang, J Lladós
International Workshop on Graphics Recognition, 25-37, 2013
102013
Automatic street graph construction in sketch maps
K Broelemann, X Jiang, A Schwering
International workshop on graph-based representations in pattern recognition …, 2011
102011
A System for Automatic Localization and Recognition of Sketch Map Objects.
K Broelemann
Understanding and Processing Sketch Maps@ COSIT, 11-20, 2011
102011
Restricted boltzmann machines for robust and fast latent truth discovery
K Broelemann, T Gottron, G Kasneci
arXiv preprint arXiv:1801.00283, 2017
82017
LTD-RBM: Robust and fast latent truth discovery using restricted Boltzmann machines
K Broelemann, T Gottron, G Kasneci
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 143-146, 2017
82017
A region-based method for sketch map segmentation
K Broelemann, X Jiang
Graphics Recognition. New Trends and Challenges: 9th International Workshop …, 2013
82013
Graph-based markerless registration of city maps using geometric hashing
X Jiang, K Broelemann, S Wachenfeld, A Krüger
Computer Vision and Image Understanding 115 (7), 1032-1043, 2011
82011
Dynamic model tree for interpretable data stream learning
J Haug, K Broelemann, G Kasneci
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2562-2574, 2022
62022
SPARROW: Semantically Coherent Prototypes for Image Classification.
S Kraft, K Broelemann, A Theissler, G Kasneci, GER Esslingen am Neckar, ...
Bmvc, 186, 2021
62021
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
C Mougan, K Broelemann, G Kasneci, T Tiropanis, S Staab
arXiv preprint arXiv:2210.12369, 2022
52022
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