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Publikationen

 

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  1. 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, …

  2. 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 …

  3. 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 …

  4. 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 …

  5. 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, …

  6. 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 …

  7. Shrutika Poyrekar; Sriraam Natarajan; Kristian Kersting

    A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck

    In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July …

  8. Kristian Kersting; Martin Mladenov; Roman Garnett; Martin Grohe

    Power Iterated Color Refinement

    In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  9. Seyed Mehran Kazemi; David Buchman; Kristian Kersting; Sriraam Natarajan; David Poole

    Relational Logistic Regression: The Directed Analog of Markov Logic Networks

    In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July …

  10. Udi Apsel; Kristian Kersting; Martin Mladenov

    Lifting Relational MAP-LPs Using Cluster Signatures

    In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …