Publikationen

Ahmed Jawad; Kristian Kersting; Natalia V. Andrienko

Where traffic meets DNA: mobility mining using biological sequence analysis revisited

In: Isabel F. Cruz; Divyakant Agrawal; Christian S. Jensen; Eyal Ofek; Egemen Tanin (Hrsg.). 19th ACM SIGSPATIAL International Symposium on Advances …

Kristian Kersting

Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning

In: Scott Sanner; Marcus Hutter (Hrsg.). Recent Advances in Reinforcement Learning - 9th European Workshop. European Workshop on Reinforcement …

Mirwaes Wahabzada; Kristian Kersting; Anja Pilz; Christian Bauckhage

More influence means less work: fast latent dirichlet allocation by influence scheduling

In: Craig Macdonald; Iadh Ounis; Ian Ruthven (Hrsg.). Proceedings of the 20th ACM Conference on Information and Knowledge Management. ACM …

Marion Neumann; Babak Ahmadi; Kristian Kersting

Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation

In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

Hendrik Blockeel; Karsten M. Borgwardt; Luc De Raedt; Pedro M. Domingos; Kristian Kersting; Xifeng Yan

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

In: Machine Learning, Vol. 83, No. 2, Pages 133-135, Springer, 2011.

Christian Thurau; Kristian Kersting; Mirwaes Wahabzada; Christian Bauckhage

Convex non-negative matrix factorization for massive datasets

In: Knowledge and Information Systems (KAIS), Vol. 29, No. 2, Pages 457-478, Springer, 2011.

Mirwaes Wahabzada; Kristian Kersting

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

In: Dimitrios Gunopulos; Thomas Hofmann; Donato Malerba; Michalis Vazirgiannis (Hrsg.). Machine Learning and Knowledge Discovery in Databases - …