Simple methods for initializing the em algorithm for gaussian mixture models J Blömer, K Bujna CoRR, 2013 | 40 | 2013 |
Adaptive seeding for Gaussian mixture models J Blömer, K Bujna Pacific-asia conference on knowledge discovery and data mining, 296-308, 2016 | 22 | 2016 |
Back to the roots of genres: Text classification by language function H Wachsmuth, K Bujna Proceedings of 5th International Joint Conference on Natural Language …, 2011 | 16 | 2011 |
A theoretical analysis of the fuzzy k-means problem J Blömer, S Brauer, K Bujna 2016 IEEE 16th International Conference on Data Mining (ICDM), 805-810, 2016 | 11 | 2016 |
A theoretical and experimental comparison of the EM and SEM algorithm J Blömer, K Bujna, D Kuntze 2014 22nd international conference on pattern recognition, 1419-1424, 2014 | 6 | 2014 |
Coresets for Fuzzy K-Means with Applications J Blömer, S Brauer, K Bujna 29th International Symposium on Algorithms and Computation (ISAAC 2018), 2018 | 4 | 2018 |
Complexity and approximation of the fuzzy k-means problem J Blömer, S Brauer, K Bujna arXiv preprint arXiv:1512.05947, 2015 | 4 | 2015 |
Hard-clustering with gaussian mixture models J Blömer, S Brauer, K Bujna arXiv preprint arXiv:1603.06478, 2016 | 3 | 2016 |
A Complexity Theoretical Study of Fuzzy K-Means J Blömer, S Brauer, K Bujna ACM Transactions on Algorithms (TALG) 16 (4), 1-25, 2020 | 1 | 2020 |
How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models J Blömer, S Brauer, K Bujna, D Kuntze Advances in Data Analysis and Classification 14, 147-173, 2020 | 1 | 2020 |
Multi-Plant Photovoltaic Energy Forecasting Challenge with Regression Tree Ensembles and Hourly Average Forecasts. K Bujna, M Wistuba DC@ PKDD/ECML, 2017 | 1 | 2017 |
Soft Clustering Algorithms: Theoretical and Practical Improvements K Bujna Universität Paderborn, 2017 | 1 | 2017 |
On Coreset Constructions for the Fuzzy -Means Problem J Blömer, S Brauer, K Bujna arXiv preprint arXiv:1612.07516, 2016 | 1 | 2016 |
Soft Clustering Algorithms K Bujna | | 2017 |