Publications

Shuo Yang; Kristian Kersting; Greg Terry; Jefferey Carr; Sriraam Natarajan

Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study

In: John H. Holmes; Riccardo Bellazzi; Lucia Sacchi; Niels Peek (Hrsg.). Artificial Intelligence in Medicine - 15th Conference on Artificial …

Rafet Sifa; Fabian Hadiji; Julian Runge; Anders Drachen; Kristian Kersting; Christian Bauckhage

Predicting Purchase Decisions in Mobile Free-to-Play Games

In: Arnav Jhala; Nathan R. Sturtevant (Hrsg.). Proceedings of the Eleventh AAAI Conference on Artificial Intelligence and Interactive Digital …

Fabian Hadiji; Alejandro Molina; Sriraam Natarajan; Kristian Kersting

Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data

In: Machine Learning, Vol. 100, No. 2-3, Pages 477-507, Springer, 2015.

Marion Neumann; Shan Huang; Daniel E. Marthaler; Kristian Kersting

pyGPs: a Python library for Gaussian process regression and classification

In: Journal of Machine Learning Research, Vol. 16, Pages 2611-2616, JMLR, 2015.

Mirwaes Wahabzada; Stefan Paulus; Kristian Kersting; Anne-Katrin Mahlein

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

In: BMC Bioinformatics, Vol. 16, Pages 248:1-248:11, BioMed Central, 2015.

Christian Bauckhage; Kristian Kersting; Fabian Hadiji

Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1501.04232, Pages 0-10, arXiv, 2015.

Christoph Ide; Fabian Hadiji; Lars Habel; Alejandro Molina; Thomas Zaksek; Michael Schreckenberg; Kristian Kersting; Christian Wietfeld

LTE Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches

In: IEEE 82nd Vehicular Technology Conference. IEEE Vehicular Technology Conference (VTC-2015), September 6-9, Boston, MA, USA, Pages 1-5, IEEE, 2015.

Martin Mladenov; Kristian Kersting

Equitable Partitions of Concave Free Energies

In: Marina Meila; Tom Heskes (Hrsg.). Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty …