This book constitutes the refereed proceedings of the 28th Annual German Conference on Artificial Intelligence, KI 2005, held in Koblenz, Germany, in September 2005 - co-located with the 3rd German Conference on Multiagent System Technologies (MATES 2005).
The 29 revised full papers presented together with 3 invited contributions were carefully reviewed and selected from 113 submissions. The papers are organized in topical sections on knowledge representation and reasoning, machine learning, diagnosis, neural networks, planning, robotics, and cognitive modeling, philosopy, natural language.
Author(s): Joachim De Beule, Luc Steels (auth.), Ulrich Furbach (eds.)
Series: Lecture Notes in Computer Science 3698 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 418
Tags: Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Hierarchy in Fluid Construction Grammars....Pages 1-15
Description Logics in Ontology Applications....Pages 16-16
175 Miles Through the Desert....Pages 17-17
A New n -Ary Existential Quantifier in Description Logics....Pages 18-33
Subsumption in $\mathcal{EL}$ w.r.t. Hybrid TBoxes....Pages 34-48
Dependency Calculus: Reasoning in a General Point Relation Algebra....Pages 49-63
Temporalizing Spatial Calculi: On Generalized Neighborhood Graphs....Pages 64-78
Design of Geologic Structure Models with Case Based Reasoning....Pages 79-91
Applying Constrained Linear Regression Models to Predict Interval-Valued Data....Pages 92-106
On Utilizing Stochastic Learning Weak Estimators for Training and Classification of Patterns with Non-stationary Distributions....Pages 107-120
Noise Robustness by Using Inverse Mutations....Pages 121-133
Development of Flexible and Adaptable Fault Detection and Diagnosis Algorithm for Induction Motors Based on Self-organization of Feature Extraction....Pages 134-147
Computing the Optimal Action Sequence by Niche Genetic Algorithm....Pages 148-160
Diagnosis of Plan Execution and the Executing Agent....Pages 161-175
Automatic Abstraction of Time-Varying System Models for Model Based Diagnosis....Pages 176-190
Neuro-Fuzzy Kolmogorov’s Network for Time Series Prediction and Pattern Classification....Pages 191-202
Design of Optimal Power Distribution Networks Using Multiobjective Genetic Algorithm....Pages 203-215
New Stability Results for Delayed Neural Networks....Pages 216-221
Metaheuristics for Late Work Minimization in Two-Machine Flow Shop with Common Due Date....Pages 222-234
An Optimal Algorithm for Disassembly Scheduling with Assembly Product Structure....Pages 235-248
Hybrid Planning Using Flexible Strategies....Pages 249-263
Controlled Reachability Analysis in AI Planning: Theory and Practice....Pages 264-278
Distributed Multi-robot Localization Based on Mutual Path Detection....Pages 279-290
Modeling Moving Objects in a Dynamically Changing Robot Application....Pages 291-303
Heuristic-Based Laser Scan Matching for Outdoor 6D SLAM....Pages 304-319
A Probabilistic Multimodal Sensor Aggregation Scheme Applied for a Mobile Robot....Pages 320-334
Behavior Recognition and Opponent Modeling for Adaptive Table Soccer Playing....Pages 335-350
Selecting What Is Important: Training Visual Attention....Pages 351-365
Self-sustained Thought Processes in a Dense Associative Network....Pages 366-379
Why Is the Lucas-Penrose Argument Invalid?....Pages 380-393
On the Road to High-Quality POS-Tagging....Pages 394-408
Back Matter....Pages -
