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Jahr: 2012
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  1. Duy Nguyen-Tuong; Jan Peters

    Online Kernel-Based Learning for Task-Space Tracking Robot Control

    In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 23, No. 9, Pages 1417-1425, IEEE, 2012.

  2. Christoph H. Lampert; Jan Peters

    Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components

    In: Journal of Real-Time Image Processing, Vol. 7, No. 1, Pages 31-41, Springer, 2012.

  3. Yang Gao; Jan Peters; Antonios Tsourdos

    Special issue on "Bio-inspired computing for autonomous vehicles" - Guest editorial

    In: International Journal of Intelligent Computing and Cybernetics, Vol. 5, No. 3, Pages 0-10, Emerald Group Publishing Limited, 2012.

  4. Jens Kober; Andreas Wilhelm; Erhan Öztop; Jan Peters

    Reinforcement learning to adjust parametrized motor primitives to new situations

    In: Autonomous Robots, Vol. 33, No. 4, Pages 361-379, Springer, 2012.

  5. Hendrik Blockeel; Kristian Kersting; Siegfried Nijssen; Filip Zelezný

    A Revised Publication Model for ECML PKDD

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1207.6324, Pages 0-10, arXiv, 2012.

  6. Kristian Kersting; Tapani Raiko

    'Say EM' for Selecting Probabilistic Models for Logical Sequences

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1207.1353, Pages 0-10, arXiv, 2012.

  7. Martin Schiegg; Marion Neumann; Kristian Kersting

    Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data

    In: Neil D. Lawrence; Mark A. Girolami (Hrsg.). Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2012), April 21-23, La Palma, Spain, Pages 1002-1011, JMLR Proceedings, Vol. 22, JMLR.org, 2012.

  8. Martin Mladenov; Babak Ahmadi; Kristian Kersting

    Lifted Linear Programming

    In: Neil D. Lawrence; Mark A. Girolami (Hrsg.). Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2012), April 21-23, La Palma, Spain, Pages 788-797, JMLR Proceedings, Vol. 22, JMLR.org, 2012.

  9. Mirwaes Wahabzada; Kristian Kersting; Christian Bauckhage; Christoph Römer; Agim Ballvora; Francisco Pinto; Uwe Rascher; Jens Leon; Lutz Ploemer

    Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants

    In: Nando de Freitas; Kevin P. Murphy (Hrsg.). Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2012), August 14-18, Catalina Island, CA, USA, Pages 852-862, AUAI Press, 2012.

  10. Christian Thurau; Kristian Kersting; Christian Bauckhage

    Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study

    In: Proceedings of the Twelfth SIAM International Conference on Data Mining. SIAM International Conference on Data Mining (SDM-2012), April 26-28, Anaheim, CA, USA, Pages 684-695, ISBN 978-1-61197-232-0, SIAM / Omnipress, 2012.

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