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Publikationen

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  1. David W. Aha; Mark S. Boddy; Vadim Bulitko; Artur S. d'Avila Garcez; Prashant Doshi; Stefan Edelkamp; Christopher W. Geib; Piotr J. Gmytrasiewicz; Robert P. Goldman; Pascal Hitzler; Charles L. Isbell Jr.; Darsana P. Josyula; Leslie Pack Kaelbling; Kristian Kersting; Maithilee Kunda; Luís C. Lamb; Bhaskara Marthi; Keith McGreggor; Vivi Nastase; Gregory M. Provan; Anita Raja; Ashwin Ram; Mark O. Riedl; Stuart Russell; Ashish Sabharwal; Jan-Georg Smaus; Gita Sukthankar; Karl Tuyls; Ron van der Meyden; Alon Y. Halevy; Lilyana Mihalkova; Sriraam Natarajan

    Reports of the AAAI 2010 Conference Workshops

    In: AI Magazine, Vol. 31, No. 4, Pages 95-108, American Association for Artificial Intelligence, 2010.

  2. Eric Lo; Carsten Binnig; Donald Kossmann; M. Tamer Özsu; Wing-Kai Hon

    A framework for testing DBMS features

    In: The VLDB Journal, Vol. 19, No. 2, Pages 203-230, Springer, 2010.

  3. Sriraam Natarajan; Gautam Kunapuli; Kshitij Judah; Prasad Tadepalli; Kristian Kersting; Jude W. Shavlik

    Multi-Agent Inverse Reinforcement Learning

    In: Sorin Draghici; Taghi M. Khoshgoftaar; Vasile Palade; Witold Pedrycz; M. Arif Wani; Xingquan Zhu (Hrsg.). The Ninth International Conference on Machine Learning and Applications. International Conference on Machine Learning (ICML-2010), December 12-14, USA, Pages 395-400, IEEE Computer Society, 2010.

  4. Christian Thurau; Kristian Kersting; Christian Bauckhage

    Yes we can: simplex volume maximization for descriptive web-scale matrix factorization

    In: Jimmy X. Huang; Nick Koudas; Gareth J. F. Jones; Xindong Wu; Kevyn Collins-Thompson; Aijun An (Hrsg.). Proceedings of the 19th ACM Conference on Information and Knowledge Management. ACM International Conference on Information and Knowledge Management (CIKM-2010), October 26-30, Toronto, Ontario, Canada, Pages 1785-1788, ACM, 2010.

  5. Scott Sanner; Kristian Kersting

    Symbolic Dynamic Programming for First-order POMDPs

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2010), July 11-15, Atlanta, Georgia, USA, Pages 1140-1146, AAAI Press, 2010.

  6. Kristian Kersting; Youssef El Massaoudi; Fabian Hadiji; Babak Ahmadi

    Informed Lifting for Message-Passing

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2010), July 11-15, Atlanta, Georgia, USA, Pages 1181-1186, AAAI Press, 2010.

  7. Fabian Hadiji; Kristian Kersting; Babak Ahmadi

    Lifted Message Passing for Satisfiability

    In: Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2010), July 12, Atlanta, Georgia, USA, AAAI Technical Report, Vol. WS-10-06, AAAI, 2010.

  8. Luc De Raedt; Angelika Kimmig; Bernd Gutmann; Kristian Kersting; Vítor Santos Costa; Hannu Toivonen

    Probabilistic Inductive Querying Using ProbLog

    In: Saso Dzeroski; Bart Goethals; Pance Panov (Hrsg.). Inductive Databases and Constraint-Based Data Mining. Pages 229-262, Springer, 2010.

  9. Kristian Kersting; Mirwaes Wahabzada; Christian Thurau; Christian Bauckhage

    Hierarchical Convex NMF for Clustering Massive Data

    In: Masashi Sugiyama; Qiang Yang (Hrsg.). Proceedings of the 2nd Asian Conference on Machine Learning. Asian Conference on Machine Learning (ACML-2010), November 8-10, Tokyo, Japan, Pages 253-268, JMLR Proceedings, Vol. 13, JMLR.org, 2010.

  10. Zhao Xu; Kristian Kersting; Thorsten Joachims

    Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes

    In: José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European Conference. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2010), September 20-24, Barcelona, Spain, Pages 499-514, Lecture Notes in Computer Science, Vol. 6323, Springer, 2010.