Kathrin Bujna

ACM Trans. Algorithms, 2020

How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2020

2018

Coresets for Fuzzy K-Means with Applications.

[BibT_eX]

[DOI]

Proceedings of the 29th International Symposium on Algorithms and Computation, 2018

2017

Soft clustering algorithms: theoretical and practical improvements

[BibT_eX]

[DOI]

PhD thesis, 2017

Multi-Plant Photovoltaic Energy Forecasting Challenge with Regression Tree Ensembles and Hourly Average Forecasts.

[BibT_eX]

[DOI]

Martin Wistuba

Proceedings of the ECML/PKDD Discovery Challenges co-located with European Conference on Machine Learning, 2017

2016

On Coreset Constructions for the Fuzzy $K$-Means Problem.

[BibT_eX]

[DOI]

CoRR, 2016

Hard-Clustering with Gaussian Mixture Models.

[BibT_eX]

[DOI]

CoRR, 2016

Adaptive Seeding for Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

A Theoretical Analysis of the Fuzzy K-Means Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Complexity and Approximation of the Fuzzy K-Means Problem.

[BibT_eX]

[DOI]

CoRR, 2015

2014

A Theoretical and Experimental Comparison of the EM and SEM Algorithm.

[BibT_eX]

[DOI]

Daniel Kuntze

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Simple Methods for Initializing the EM Algorithm for Gaussian Mixture Models.

[BibT_eX]

[DOI]

CoRR, 2013

2011

Language Function Analysis 2011 Corpus (LFA-11).

[BibT_eX]

[DOI]

Henning Wachsmuth

Dataset, November, 2011

PeerGame: Ein Peer-to-Peer-basiertes Multiplayer-Echtzeit-Strategiespiel.

[BibT_eX]

Proceedings of the Informatiktage 2011, 2011

Back to the Roots of Genres: Text Classification by Language Function.

[BibT_eX]

[DOI]

Henning Wachsmuth