Daniel Paurat
Daniel Paurat
Telekom Deutschland Technik
Verified email at telekom.de
Title
Cited by
Cited by
Year
Direct local pattern sampling by efficient two-step random procedures
M Boley, C Lucchese, D Paurat, T Gärtner
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
852011
Fast and memory-efficient discovery of the top-k relevant subgroups in a reduced candidate space
H Grosskreutz, D Paurat
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
252011
An enhanced relevance criterion for more concise supervised pattern discovery
H Grosskreutz, D Paurat, S Rüping
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
202012
Interactive exploration of larger pattern collections: A case study on a cocktail dataset
D Paurat, R Garnett, T Gärtner
Proc. of KDD IDEA, 98-106, 2014
142014
Invis: A tool for interactive visual data analysis
D Paurat, T Gärtner
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
142013
Interactive Knowledge-Based Kernel PCA⋆
D Oglic, D Paurat, T Gärtner
Proceedings of Machine Learning and Knowledge Discovery in Databases …, 2014
112014
Supervised PCA for interactive data analysis
D Paurat, D Oglic, T Gärtner
Proceedings of the Conference on Neural Information Processing Systems (NIPS …, 2013
82013
Simple recurrent neural networks for support vector machine training
R Sifa, D Paurat, D Trabold, C Bauckhage
International Conference on Artificial Neural Networks, 13-22, 2018
62018
Fast discovery of relevant subgroups using a reduced search space
H Grosskreutz, D Paurat
Technical report, Fraunhofer Institute IAIS, 2011
32011
Constructing cocktails from a cocktail map
D Paurat, R Garnett, T Gärtner
NIPS Workshop on Constructive Machine Learning, 2013
22013
ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers
A Monreale, C Alzate, M Kamp, Y Krishnamurthy, D Paurat, ...
Springer, 2019
2019
Corresponding Projections for Orphan Screening
S Giesselbach, K Ullrich, M Kamp, D Paurat, T Gärtner
arXiv preprint arXiv:1812.00058, 2018
2018
Model-based Data Exploration
HU Kobialka, D Paurat, L Schrader
International Conference on Time Series and Forecasting 2, 729- 740, 2018
2018
Intuitive Exploration of Multivariate Data
D Paurat
https://bonndoc.ulb.uni-bonn.de/xmlui/bitstream/handle/20.500.11811/7166 …, 2017
2017
Direct Pattern Sampling with Respect to Pattern Frequency.
M Boley, C Lucchese, D Paurat, T Gärtner
LWA, 114-121, 2011
2011
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Articles 1–15