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 | 114 | 2011 |
Fast and memory-efficient discovery of the top-k relevant subgroups in a reduced candidate space H Grosskreutz, D Paurat Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 31 | 2011 |
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 | 22 | 2012 |
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 | 15 | 2014 |
Invis: A tool for interactive visual data analysis D Paurat, T Gärtner Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 14 | 2013 |
Interactive Knowledge-Based Kernel PCA⋆ D Oglic, D Paurat, T Gärtner Proceedings of Machine Learning and Knowledge Discovery in Databases …, 2014 | 13 | 2014 |
Simple recurrent neural networks for support vector machine training R Sifa, D Paurat, D Trabold, C Bauckhage Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018 | 11 | 2018 |
Supervised PCA for interactive data analysis D Paurat, D Oglic, T Gärtner Proceedings of the Conference on Neural Information Processing Systems (NIPS …, 2013 | 8 | 2013 |
Fast discovery of relevant subgroups using a reduced search space H Grosskreutz, D Paurat Technical report, Fraunhofer Institute IAIS, 2011 | 3 | 2011 |
Constructing cocktails from a cocktail map D Paurat, R Garnett, T Gärtner NIPS Workshop on Constructive Machine Learning, 2013 | 2 | 2013 |
Corresponding Projections for Orphan Screening S Giesselbach, K Ullrich, M Kamp, D Paurat, T Gärtner arXiv preprint arXiv:1812.00058, 2018 | 1 | 2018 |
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 |
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 |