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Jahr: 2014
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  1. Sriraam Natarajan; Jose Picado; Tushar Khot; Kristian Kersting; Christopher Ré; Jude W. Shavlik

    Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge

    In: Jesse Davis; Jan Ramon (Hrsg.). Inductive Logic Programming - 24th International Conference. International Conference on Inductive Logic Programming (ILP-2014), September 14-16, Nancy, France, Pages 92-107, Lecture Notes in Computer Science, Vol. 9046, Springer, 2014.

  2. Marion Neumann; Lisa Hallau; Benjamin Klatt; Kristian Kersting; Christian Bauckhage

    Erosion Band Features for Cell Phone Image Based Plant Disease Classification

    In: 22nd International Conference on Pattern Recognition. International Conference on Pattern Recognition (ICPR-2014), August 24-28, Stockholm, Sweden, Pages 3315-3320, IEEE Computer Society, 2014.

  3. Shuo Yang; Tushar Khot; Kristian Kersting; Gautam Kunapuli; Kris Hauser; Sriraam Natarajan

    Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach

    In: Ravi Kumar; Hannu Toivonen; Jian Pei; Joshua Zhexue Huang; Xindong Wu (Hrsg.). 2014 IEEE International Conference on Data Mining. IEEE International Conference on Data Mining (ICDM-2014), December 14-17, Shenzhen, China, Pages 1085-1090, IEEE Computer Society, 2014.

  4. Nils M. Kriege; Marion Neumann; Kristian Kersting; Petra Mutzel

    Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels

    In: Ravi Kumar; Hannu Toivonen; Jian Pei; Joshua Zhexue Huang; Xindong Wu (Hrsg.). 2014 IEEE International Conference on Data Mining. IEEE International Conference on Data Mining (ICDM-2014), December 14-17, Shenzhen, China, Pages 881-886, IEEE Computer Society, 2014.

  5. Martin Grohe; Kristian Kersting; Martin Mladenov; Erkal Selman

    Dimension Reduction via Colour Refinement

    In: Andreas S. Schulz; Dorothea Wagner (Hrsg.). Algorithms - ESA 2014 - 22th Annual European Symposium, Proceedings. European Symposium on Algorithms (ESA-2014), September 8-10, Wroclaw, Poland, Pages 505-516, Lecture Notes in Computer Science (LNCS), Vol. 8737, Springer, 2014.

  6. Fabian Hadiji; Rafet Sifa; Anders Drachen; Christian Thurau; Kristian Kersting; Christian Bauckhage

    Predicting player churn in the wild

    In: 2014 IEEE Conference on Computational Intelligence and Games. IEEE Conference on Computational Intelligence and Games (CIG-2014), August 26-29, Dortmund, Germany, Pages 1-8, IEEE, 2014.

  7. Martin Mladenov; Kristian Kersting; Amir Globerson

    Efficient Lifting of MAP LP Relaxations Using k-Locality

    In: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2014), April 22-25, Reykjavik, Iceland, Pages 623-632, JMLR Workshop and Conference Proceedings, Vol. 33, JMLR.org, 2014.

  8. Muhammad Imran Malik; Marcus Liwicki; Andreas Dengel; Bryan Found

    Man vs. Machine: A Comparative Analysis for Signature Verification

    In: Journal of Forensic Document Examination (JFDE), Vol. 24, Pages 21-35, Association of Forensic Document Examiners (AFDE.org), 12/2014.

  9. Christian Daniel; Malte Viering; Jan Metz; Oliver Kroemer; Jan Peters

    Active Reward Learning

    In: Dieter Fox; Lydia E. Kavraki; Hanna Kurniawati (Hrsg.). Robotics: Science and Systems X. Robotics: Science and Systems (RSS-2014), July 12-16, Berkeley, California, USA, RSS Foundation, 2014.

  10. Abbas Abdolmaleki; Nima Shafii; Luís Paulo Reis; Nuno Lau; Jan Peters; Gerhard Neumann

    Omnidirectional Walking with a Compliant Inverted Pendulum Model

    In: Ana L.C. Bazzan; Karim Pichara (Hrsg.). Advances in Artificial Intelligence - IBERAMIA 2014 - 14th Ibero-American Conference on AI, Proceedings. Ibero-American Conference on Artificial Intelligence (IBERAMIA-2014), November 24-27, Santiago de Chile, Chile, Pages 481-493, Lecture Notes in Computer Science (LNAI), Vol. 8864, Springer, 11/2014.

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