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Jahr: 2012
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  1. Sriraam Natarajan; Saket Joshi; Baidya Nath Saha; Adam Edwards; Tushar Khot; Elizabeth Moody; Kristian Kersting; Christopher T. Whitlow; Joseph A. Maldjian

    A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain

    In: 11th International Conference on Machine Learning and Applications. International Conference on Machine Learning (ICML-2012), December 12-15, Boca Raton, FL, USA, Pages 203-208, Vol. 1, IEEE, 2012.

  2. Zhao Xu; Kristian Kersting; Christian Bauckhage

    Efficient Learning for Hashing Proportional Data

    In: Mohammed Javeed Zaki; Arno Siebes; Jeffrey Xu Yu; Bart Goethals; Geoffrey I. Webb; Xindong Wu (Hrsg.). 12th IEEE International Conference on Data Mining. IEEE International Conference on Data Mining (ICDM-2012), December 10-13, Brussels, Belgium, Pages 735-744, IEEE Computer Society, 2012.

  3. Christian Bauckhage; Kristian Kersting; Rafet Sifa; Christian Thurau; Anders Drachen; Alessandro Canossa

    How players lose interest in playing a game: An empirical study based on distributions of total playing times

    In: 2012 IEEE Conference on Computational Intelligence and Games. IEEE Conference on Computational Intelligence and Games (CIG-2012), September 11-14, Granada, Spain, Pages 139-146, IEEE, 2012.

  4. 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 Intelligence (AAAI-2012), July 22-26, Toronto, Ontario, Canada, Pages 302-308, AAAI Press, 2012.

  5. Christian Bauckhage; Kristian Kersting; Albrecht Schmidt

    Agriculture's Technological Makeover

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

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

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