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KI 2011: Advances in Artificial Intelligence

34th Annual German Conference on AI, Berlin, Germany, October 4-7,2011. Proceedings

  • Joscha Bach
  • Stefan Edelkamp
Conference proceedings KI 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7006)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7006)

Table of contents

  1. Front Matter
    PDF
  2. Everything You Always Wanted to Know about Planning
    Jörg Hoffmann
    Pages 1-13
  3. Why We Need Evolutionary Semantics
    Luc Steels
    Pages 14-25
  4. General Game Playing in AI Research and Education
    Michael Thielscher
    Pages 26-37
  5. Conversational Agents in a Virtual World
    Peter Adolphs, Anton Benz, Núria Bertomeu Castelló, Xiwen Cheng, Tina Klüwer, Manfred Krifka et al.
    Pages 38-49
  6. Dependency Graphs as a Generic Interface between Parsers and Relation Extraction Rule Learning
    Peter Adolphs, Feiyu Xu, Hong Li, Hans Uszkoreit
    Pages 50-62
  7. Evaluation and Comparison Criteria for Approaches to Probabilistic Relational Knowledge Representation
    Christoph Beierle, Marc Finthammer, Gabriele Kern-Isberner, Matthias Thimm
    Pages 63-74
  8. Segmentation of Action Streams Human Observers vs. Bayesian Binning
    Dominik Endres, Andrea Christensen, Lars Omlor, Martin A. Giese
    Pages 75-86
  9. Speedy Local Search for Semi-Supervised Regularized Least-Squares
    Fabian Gieseke, Oliver Kramer, Antti Airola, Tapio Pahikkala
    Pages 87-98
  10. Model-Based Object Recognition from 3D Laser Data
    Martin Günther, Thomas Wiemann, Sven Albrecht, Joachim Hertzberg
    Pages 99-110
  11. Swarm Intelligence for Medical Volume Segmentation: The Contribution of Self-reproduction
    Robert Haase, Hans-Joachim Böhme, Daniel Zips, Nasreddin Abolmaali
    Pages 111-121
  12. Efficient Sequential Clamping for Lifted Message Passing
    Fabian Hadiji, Babak Ahmadi, Kristian Kersting
    Pages 122-133
  13. BetterRelations: Using a Game to Rate Linked Data Triples
    Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel
    Pages 134-138
  14. Generic Performance Metrics for Continuous Activity Recognition
    Albert Hein, Thomas Kirste
    Pages 139-143
  15. Bayesian Logic Networks and the Search for Samples with Backward Simulation and Abstract Constraint Learning
    Dominik Jain, Klaus von Gleissenthall, Michael Beetz
    Pages 144-156
  16. Transformation Rules for First-Order Probabilistic Conditional Logic Yielding Parametric Uniformity
    Ruth Janning, Christoph Beierle
    Pages 157-168
  17. Variance Scaling for EDAs Revisited
    Oliver Kramer, Fabian Gieseke
    Pages 169-178
  18. Hierarchically Structured Energy Markets as Novel Smart Grid Control Approach
    Jörg Lässig, Benjamin Satzger, Oliver Kramer
    Pages 179-190
  19. Compiling AI Engineering Models for Probabilistic Inference
    Paul Maier, Dominik Jain, Martin Sachenbacher
    Pages 191-203
  20. Smooth Conditional Transition Paths in Dynamical Gaussian Networks
    Michał Matuszak, Jacek Miȩkisz, Tomasz Schreiber
    Pages 204-215
  21. HTN-Style Planning in Relational POMDPs Using First-Order FSCs
    Felix Müller, Susanne Biundo
    Pages 216-227
  22. Gates for Handling Occlusion in Bayesian Models of Images: An Initial Study
    Daniel Oberhoff, Dominik Endres, Martin A. Giese, Marina Kolesnik
    Pages 228-232
  23. TGA-Based Controllers for Flexible Plan Execution
    Andrea Orlandini, Alberto Finzi, Amedeo Cesta, Simone Fratini
    Pages 233-245
  24. A Metric to Evaluate a Cluster by Eliminating Effect of Complement Cluster
    Hamid Parvin, Behrouz Minaei, Sajad Parvin
    Pages 246-254
  25. Predicting Numbers: An AI Approach to Solving Number Series
    Marco Ragni, Andreas Klein
    Pages 255-259
  26. Prediction of Classifier Training Time Including Parameter Optimization
    Matthias Reif, Faisal Shafait, Andreas Dengel
    Pages 260-271
  27. Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems
    Roland Roller, Tatjana Scheffler, Norbert Reithinger
    Pages 272-276
  28. Comparison of Laser-Based Person Tracking at Feet and Upper-Body Height
    Konrad Schenk, Markus Eisenbach, Alexander Kolarow, Horst-Michael Gross
    Pages 277-288
  29. Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection
    Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
    Pages 289-300
  30. Linkless Normal Form for \(\mathcal{ALC}\) Concepts and TBoxes
    Claudia Schon
    Pages 301-312
  31. Shape Retrieval with Qualitative Relations: The Influence of Part-Order and Approximation Precision on Retrieval Performance and Computational Effort
    Arne Schuldt
    Pages 313-324
  32. Classification of Semantic Concepts to Support the Analysis of the Inter-cultural Visual Repertoires of TV News Reviews
    Martin Stommel, Martina Duemcke, Otthein Herzog
    Pages 325-329
  33. Shaking Hands in Latent Space
    Nick Taubert, Dominik Endres, Andrea Christensen, Martin A. Giese
    Pages 330-334
  34. Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax
    Michel Tokic, Günther Palm
    Pages 335-346
  35. Calculating Meeting Points for Multi User Pedestrian Navigation Systems
    Bjoern Zenker, Alexander Muench
    Pages 347-356
  36. Algorithmic Debugging to Support Cognitive Diagnosis in Tutoring Systems
    Claus Zinn
    Pages 357-368
  37. Back Matter
    PDF

About these proceedings

Introduction

This book constitutes the  refereed proceedings of the 34th Annual German Conference on Artificial Intelligence, KI 2011, held in Berlin, Germany, in October 2011.
The  32 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 81 submissions. The papers are divided in topical sections on computational learning and datamining, knowledge representation and reasonings, augmented reality, swarm intelligence; and planning and scheduling.

Keywords

first-order logic knowledge compilation object recognition reinforcement learning semantic mapping

Editors and affiliations

  • Joscha Bach
    • 1
  • Stefan Edelkamp
    • 2
  1. 1.Berlin School of Mind and BrainHumboldt-University of BerlinBerlinGermany
  2. 2.TZI-Technologie-Zentrum Informatik und InformationstechnikUniversity of BremenBremenGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-24455-1
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-24454-4
  • Online ISBN 978-3-642-24455-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site