KI 2004: Advances in Artificial Intelligence(KI 2004人工智能进展/会议录)

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This book constitutes the refereed proceedings of the 27th Annual German Conference on Artificial Intelligence, KI 2004, held in Ulm, Germany, in September 2004.
The 29 revised full papers presented together with 5 invited contributions were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections on natural language processing, knowledge representation and ontologies, planning and search, neural networks and machine learning, reasoning, and robotics and machine perception.

Invited Talks
Automated Reasoning Tools for Molecular Biology
QMEGA: Computer Supported Mathematics
An Overview of Planning Technology in Robotics
SmartWeb: Mobile Applications of the Semantic Web
Machine Learning for Autonomous Robots
Natural Language Processing
Generation of Sentence Parse Trees Using Parts of Speech
Application of Machine Learning Techniques to the Re-ranking of Search Results
A Pragmatics-First Approach to the Analysis and Generation of Dialogues
Hybrid Natural Language Generation in a Spoken Language Dialog System
Error-Tolerant Finite-State Lookup for Trademark Search
Knowledge Representation and Ontologies
Mining Hierarchical Temporal Patterns in Multivariate Time Series
Using Behavioral Knowledge for Situated Prediction of Movements
Integration of Manual and Automatic Text Categorization. A Categorization Workbench for Text-Based Email and Spam
Model Based Deduction for Database Schema Reasoning..
Planning and Search
Applying Automatic Planning Systems to Airport Ground-Traffic Control - A Feasibility Study
Generalizing the Relaxed Planning Heuristic to Non-linear Tasks
Decision-Theoretic Planning for Playing Table Soccer
External A
Neural Networks and Machine Learning
Combining Recurrent Neural Networks and Support Vector Machines for Structural Pattern Recognition
Genre Classification of Web Pages
Integration of Statistical and Neural Methods to Design Classifiers in Case of Unequal Covariance Matrices
Semiring Artificial Neural Networks and Weighted Automata And an Application to Digital Image Encoding
A New Method to Fit a Linear Regression Model for Interval-Valued Data
Reasoning
Robotics and Machine Perception
Author Index