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Publications of Achim Rettinger
M. Bundschus, Sh. Yu, V. Tresp, A. Rettinger, M. Dejori and H-P. Kriegel. Hierarchical Bayesian Models for Collaborative Tagging Systems. IEEE International Conference on Data Mining (ICDM 2009). Miami, USA, 2009.
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Achim Rettinger, Matthias Nickles, Volker Tresp. Statistical Relational Learning with Formal Ontologies. In Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2009. Bled, Slovenia, 2009.
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Yi Huang, Volker Tresp, Markus Bundschus, and Achim Rettinger. Scalable Relational Learning for Sparse and Incomplete Domains. In Proceedings of the International Workshop on Statistical Relational Learning (SRL-2009). Leuven, Belgium, 2009.
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Achim Rettinger, Matthias Nickles. Infinite Hidden Semantic Models for Learning with OWL DL. In Proceedings of the First ESWC Workshop on Inductive Reasoning and Machine Learning on the Semantic Web (IRMLeS 2009). Heraklion, Greece, June 1, 2009, CEUR Workshop Proceedings, ISSN 1613-0073, Vol-474.
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Volker Tresp, Markus Bundschus, Yi Huang, and Achim Rettinger . Materializing and Querying Learned Knowledge. In Proceedings of the First ESWC Workshop on Inductive Reasoning and Machine Learning on the Semantic Web (IRMLeS 2009). Heraklion, Greece, June 1, 2009, CEUR Workshop Proceedings, ISSN 1613-0073, Vol-474.
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Matthias Nickles, Achim Rettinger. Partially Observable Markov Decision Processes with Behavioral Norms. In Guido Boella, Pablo Noriega, Gabriella Pigozzi, Harko Verhagen, editors, Proceedings of Normative Multi-Agent Systems (NorMAS 2009). 2009.
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Volker Tresp, Markus Bundschus, Achim Rettinger and Yi Huang. Towards Machine Learning on the Semantic Web. In Paulo C.G. da Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Ken Laskey, Thomas Lukasiewicz, Matthias Nickles, and Mike Pool, editors, Uncertainty Reasoning for the Semantic Web I. LNCS, Springer, to appear.
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Zhao Xu, Volker Tresp, Achim Rettinger, Kristian Kersting. Social Network Mining with Nonparametric Relational Models. In Advances in Social Network Mining and Analysis, LNCS, Springer, 2010.
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Angelika Först, Achim Rettinger and Matthias Nickles. Argumentation- vs. Proposal-based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts. In Postproceedings of the Fifth International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2008). LNCS, Springer, 2009.
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Angelika Först, Achim Rettinger and Matthias Nickles. A Comparative Study of
Argumentation- and Proposal-based Negotiation. In Janusz Kacprzyk, editor, Advances in Agent-Based Complex Automated Negotiations (ACAN 2008). Studies in Computational Intelligence, Springer, 2009.
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Achim Rettinger, Matthias Nickles and Volker Tresp. A Statistical Relational Model for Trust Learning. In Proceeding of 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008). May, 12-16., 2008, Estoril, Portugal.
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Achim Rettinger, Matthias Nickles and Volker Tresp. Learning initial trust among interacting agents. In Eleventh International Workshop CIA 2007 on Cooperative Information Agents. Springer 2007, September 2007.
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Achim Rettinger, Martin Zinkevich and Michael Bowling. Boosting Expert Ensembles for Rapid Concept Recall. In AAAI ’06: Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, USA. AAAI Press 2006
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Achim Rettinger. Opponent-Adaptive Online Multiagent Learning - Concept-Recall with Expert Ensembles for Simulated-Soccer-Agents. Master's thesis, October 2005.
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Heni Ben Amor and Achim Rettinger. Intelligent exploration for genetic algorithms: Using self-organizing maps in evolutionary computation. In GECCO ’05: Proceedings of the 2005 conference on Genetic and evolutionary computation, pages 1531–1538, New York, NY, USA, 2005. ACM Press.
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Achim Rettinger. Learning from recorded games: A scoring policy for simulated soccer agents. In Ubbo Visser, Hans-Dieter Burkhard, Patrick Doherty, and Gerhard Lakemeyer, editors, Proceedings of the ECAI 2004, 16th European Conference on Artificial Intelligence, Workshop 8: Agents in dynamic and real-time environments, pages 43–48. European Conference on Artifical Intelligence, 2004.
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