KI 2005: Advances in Artificial Intelligence

Inhaltsverzeichnis

• Invited Talks.
• Hierarchy in Fluid Construction Grammars.
• Description Logics in Ontology Applications.
• 175 Miles Through the Desert.
• Knowledge Representation and Reasoning.
• A New n-Ary Existential Quantifier in Description Logics.
• Subsumption in w. r. t. Hybrid TBoxes.
• Dependency Calculus: Reasoning in a General Point Relation Algebra.
• Temporalizing Spatial Calculi: On Generalized Neighborhood Graphs.
• Machine Learning.
• Design of Geologic Structure Models with Case Based Reasoning.
• Applying Constrained Linear Regression Models to Predict Interval-Valued Data.
• On Utilizing Stochastic Learning Weak Estimators for Training and Classification of Patterns with Non-stationary Distributions.
• Noise Robustness by Using Inverse Mutations.
• Diagnosis.
• Development of Flexible and Adaptable Fault Detection and Diagnosis Algorithm for Induction Motors Based on Self-organization of Feature Extraction.
• Computing the Optimal Action Sequence by Niche Genetic Algorithm.
• Diagnosis of Plan Execution and the Executing Agent.
• Automatic Abstraction of Time-Varying System Models for Model Based Diagnosis.
• Neural Networks.
• Neuro-Fuzzy Kolmogorov’s Network for Time Series Prediction and Pattern Classification.
• Design of Optimal Power Distribution Networks Using Multiobjective Genetic Algorithm.
• New Stability Results for Delayed Neural Networks.
• Planning.
• Metaheuristics for Late Work Minimization in Two-Machine Flow Shop with Common Due Date.
• An Optimal Algorithm for Disassembly Scheduling with Assembly Product Structure.
• Hybrid Planning Using Flexible Strategies.
• Controlled Reachability Analysis in AI Planning: Theory and Practice.
• Robotics.
• Distributed Multi-robot Localization Based on Mutual Path Detection.
• Modeling Moving Objects in a Dynamically Changing RobotApplication.
• Heuristic-Based Laser Scan Matching for Outdoor 6D SLAM.
• A Probabilistic Multimodal Sensor Aggregation Scheme Applied for a Mobile Robot.
• Behavior Recognition and Opponent Modeling for Adaptive Table Soccer Playing.
• Cognitive Modelling / Philosopy / Natural Language.
• Selecting What Is Important: Training Visual Attention.
• Self-sustained Thought Processes in a Dense Associative Network.
• Why Is the Lucas-Penrose Argument Invalid?.
• On the Road to High-Quality POS-Tagging.