Kathrin Bujna

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 9

Top Topics

Experimental Comparison

Top Venues

ACM Trans. Algorithms

Publications

Johannes Blömer, Sascha Brauer, Kathrin Bujna, Daniel Kuntze
How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models. Adv. Data Anal. Classif. 14 (1) (2020)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
-Means. ACM Trans. Algorithms 16 (4) (2020)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
Coresets for Fuzzy K-Means with Applications. ISAAC (2018)
Kathrin Bujna, Martin Wistuba
Multi-Plant Photovoltaic Energy Forecasting Challenge with Regression Tree Ensembles and Hourly Average Forecasts. DC@PKDD/ECML (2017)
Johannes Blömer, Kathrin Bujna
Adaptive Seeding for Gaussian Mixture Models. PAKDD (2) (2016)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
Hard-Clustering with Gaussian Mixture Models. CoRR (2016)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
On Coreset Constructions for the Fuzzy $K$-Means Problem. CoRR (2016)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
A Theoretical Analysis of the Fuzzy K-Means Problem. ICDM (2016)
Johannes Blömer, Sascha Brauer, Kathrin Bujna
Complexity and Approximation of the Fuzzy K-Means Problem. CoRR (2015)
Johannes Blömer, Kathrin Bujna, Daniel Kuntze
A Theoretical and Experimental Comparison of the EM and SEM Algorithm. ICPR (2014)
Johannes Blömer, Kathrin Bujna
Simple Methods for Initializing the EM Algorithm for Gaussian Mixture Models. CoRR (2013)
Johannes Blömer, Kathrin Bujna, Daniel Kuntze
A Theoretical and Experimental Comparison of the EM and SEM Algorithm. CoRR (2013)
Henning Wachsmuth, Kathrin Bujna
Back to the Roots of Genres: Text Classification by Language Function. IJCNLP (2011)
André Diekwisch, Andreas Martens, Boris Wolf, Claudia Schumacher, Claudius Jähn, Daniel Mex, David Maicher, Dominik Leibenger, Gennadij Liske, Jürgen Tessmann, Kathrin Bujna, Martin Wistuba, Matthias Fischer, Matthias Strotmeier, Peter Mahlmann, Philipp Brandes
PeerGame: Ein Peer-to-Peer-basiertes Multiplayer-Echtzeit-Strategiespiel. Informatiktage (2011)