Foundations of Systems AI

Page 71 of 73.

1. Zhao Xu; Volker Tresp; Achim Rettinger; Kristian Kersting

   Social Network Mining with Nonparametric Relational Models

   In: C. Lee Giles; Marc Smith; John Yen; Haizheng Zhang (Hrsg.). Advances in Social Network Mining and Analysis, Second International Workshop, SNAKDD …

2. Christian Plagemann; Kristian Kersting; Wolfram Burgard

   Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness

   In: Walter Daelemans; Bart Goethals; Katharina Morik (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European Conference. European …

3. Bernd Gutmann; Angelika Kimmig; Kristian Kersting; Luc De Raedt

   Parameter Learning in Probabilistic Databases: A Least Squares Approach

   In: Walter Daelemans; Bart Goethals; Katharina Morik (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European Conference, Proceedings. …

4. Kristian Kersting; Luc De Raedt; Bernd Gutmann; Andreas Karwath; Niels Landwehr

   Relational Sequence Learning

   In: Luc De Raedt; Paolo Frasconi; Kristian Kersting; Stephen H. Muggleton (Hrsg.). Probabilistic Inductive Logic Programming - Theory and …

5. Kristian Kersting; Luc De Raedt

   Basic Principles of Learning Bayesian Logic Programs

   In: Luc De Raedt; Paolo Frasconi; Kristian Kersting; Stephen H. Muggleton (Hrsg.). Probabilistic Inductive Logic Programming - Theory and …

6. Kristian Kersting; Christian Plagemann; Alexandru Cocora; Wolfram Burgard; Luc De Raedt

   Learning to transfer optimal navigation policies

   In: Advanced Robotics, Vol. 21, No. 13, Pages 1565-1582, Taylor & Francis Online, 2007.

7. Kristian Kersting; Christian Plagemann; Patrick Pfaff; Wolfram Burgard

   Most likely heteroscedastic Gaussian process regression

   In: Zoubin Ghahramani (Hrsg.). Machine Learning, Proceedings of the Twenty-Fourth International Conference. International Conference on Machine …

8. Luc De Raedt; Thomas G. Dietterich; Lise Getoor; Kristian Kersting; Stephen H. Muggleton (Hrsg.)

   07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis

   Probabilistic, Logical and Relational Learning - A Further Synthesis, April 14-20, Schloss Dagstuhl, Germany, Dagstuhl Seminar Proceedings, Vol. …

9. Lassaad Cheikhrouhou; Georg Rock; Werner Stephan; Matthias Schwan; Gunter Lassmann

   Verifying a Chipcard-Based Biometric Identification Protocol in {VSE}

   In: Computer Safety, Reliability, and Security, 25th International Conference. IFAC Symposium on Safety of Computer Control Systems (SAFECOMP-06), …

10. Kristian Kersting

    An inductive logic programming approach to statistical relational learning

    In: AI Communications (AIC), Vol. 19, No. 4, Pages 389-390, IOS Press, 2006.

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