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  1. 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 …

  2. 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 …

  3. 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.

  4. 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.

  5. 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.

  6. Simone Parisi; Hany Abdulsamad; Alexandros Paraschos; Christian Daniel; Jan Peters

    Reinforcement learning vs human programming in tetherball robot games

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  7. Yanlong Huang; Bernhard Schölkopf; Jan Peters

    Learning optimal striking points for a ping-pong playing robot

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  8. Alexandros Paraschos; Elmar Rueckert; Jan Peters; Gerhard Neumann

    Model-free Probabilistic Movement Primitives for physical interaction

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  9. Arne Wahrburg; Stefan Zeiss; Bjoern Matthias; Jan Peters; Hao Ding

    Combined pose-wrench and state machine representation for modeling Robotic Assembly Skills

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  10. Marco Ewerton; Guilherme Maeda; Jan Peters; Gerhard Neumann

    Learning motor skills from partially observed movements executed at different speeds

    In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …