Publications

Kristian Kersting; Zhao Xu; Mirwaes Wahabzada; Christian Bauckhage; Christian Thurau; Christoph Römer; Agim Ballvora; Uwe Rascher; Jens Leon; Lutz Plümer

Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images

In: Jörg Hoffmann; Bart Selman (Hrsg.). Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

Christian Bauckhage; Kristian Kersting; Albrecht Schmidt

Agriculture's Technological Makeover

In: IEEE Pervasive Computing, Vol. 11, No. 2, Pages 4-7, IEEE, 2012.

Tobias Lang; Marc Toussaint; Kristian Kersting

Exploration in relational domains for model-based reinforcement learning

In: Journal of Machine Learning Research, Vol. 13, Pages 3725-3768, JMLR, 2012.

Christian Thurau; Kristian Kersting; Mirwaes Wahabzada; Christian Bauckhage

Descriptive matrix factorization for sustainability Adopting the principle of opposites

In: Data Mining and Knowledge Discovery, Vol. 24, No. 2, Pages 325-354, Springer, 2012.

Christian Bauckhage; Kristian Kersting

Efficient Information Theoretic Clustering on Discrete Lattices

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1310.7114, Pages 0-10, arXiv, 2013.

Fabian Hadiji; Kristian Kersting; Christian Bauckhage; Babak Ahmadi

GeoDBLP: Geo-Tagging DBLP for Mining the Sociology of Computer Science

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1304.7984, Pages 0-10, arXiv, 2013.

Christian Bauckhage; Kristian Kersting; Fabian Hadiji

Mathematical Models of Fads Explain the Temporal Dynamics of Internet Memes

In: Emre Kiciman; Nicole B. Ellison; Bernie Hogan; Paul Resnick; Ian Soboroff (Hrsg.). Proceedings of the Seventh International Conference on Weblogs …

Marion Neumann; Roman Garnett; Kristian Kersting

Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels

In: Cheng Soon Ong; Tu Bao Ho (Hrsg.). Asian Conference on Machine Learning, ACML 2013. Asian Conference on Machine Learning (ACML-2013), November …

Sriraam Natarajan; Jose Picado; Tushar Khot; Kristian Kersting; Christopher Ré; Jude W. Shavlik

Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text

In: Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2013), July …

Martin Mladenov; Kristian Kersting

Lifted Inference via k-Locality