AI 2006: Advances in Artificial Intelligence: 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006, Proc (Paperback, 2006)

Invited Talks.- What Can We Do with Graph-Structured Data? - A Data Mining Perspective.- Morphological Computation - Connecting Brain, Body, and Environment.- Interaction-Oriented Programming: Concepts, Theories, and Results on Commitment Protocols.- Symmetry Breaking.- I: Regular Papers.- Heyting Domains for Constraint Abduction.- Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli.- Identification of Fuzzy Relation Model Using HFC-Based Parallel Genetic Algorithms and Information Data Granulation.- Evaluation of Incremental Knowledge Acquisition with Simulated Experts.- Finite Domain Bounds Consistency Revisited.- Speeding Up Weighted Constraint Satisfaction Using Redundant Modeling.- Verification of Multi-agent Systems Via Bounded Model Checking.- Logical Properties of Belief-Revision-Based Bargaining Solution.- Knowledge Compilation for Belief Change.- Design Methodologies of Fuzzy Set-Based Fuzzy Model Based on GAs and Information Granulation.- Defeasible Description Logic.- Representation and Reasoning for Recursive Probability Models.- Forgetting and Knowledge Update.- Enhanced Temporal Difference Learning Using Compiled Eligibility Traces.- A Simple Artificial Immune System (SAIS) for Generating Classifier Systems.- Selection for Feature Gene Subset in Microarray Expression Profiles Based on an Improved Genetic Algorithm.- An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics.- Efficient AUC Learning Curve Calculation.- Learning Hybrid Bayesian Networks by MML.- A Novel Nearest Neighbor Classifier Based on Adaptive Nonparametric Separability.- Virtual Attribute Subsetting.- Parallel Chaos Immune Evolutionary Programming.- Classification of Lung Disease Pattern Using Seeded Region Growing.- Voting Massive Collections of Bayesian Network Classifiers for Data Streams.- Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation.- z-SVM: An SVM for Improved Classification of Imbalanced Data.- GP for Object Classification: Brood Size in Brood Recombination Crossover.- IPSOM: A Self-organizing Map Spatial Model of How Humans Complete Interlocking Puzzles.- Mining Generalised Emerging Patterns.- Using Attack-Specific Feature Subsets for Network Intrusion Detection.- Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers.- MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration.- Extracting Structural Features Among Words from Document Data Streams.- Clustering Similarity Comparison Using Density Profiles.- Efficient Mining of Frequent Itemsets in Distorted Databases.- Improved Support Vector Machine Generalization Using Normalized Input Space.- An Efficient Similarity Measure for Clustering of Categorical Sequences.- SDI: Shape Distribution Indicator and Its Application to Find Interrelationships Between Physical Activity Tests and Other Medical Measures.- A Flexible Framework for SharedPlans.- An Analysis of Three Puzzles in the Logic of Intention.- Building Intelligent Negotiating Agents.- Towards Goals in Informed Agent Negotiation.- Application of OWA Based Classifier Fusion in Diagnosis and Treatment offering for Female Urinary Incontinence.- Automatic Generation of Funny Cartoons Diary for Everyday Mobile Life.- Welfare Interface Using Multiple Facial Features Tracking.- Towards an Efficient Implementation of a Video-Based Gesture Interface.- Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment.- Vehicle Tracking and Traffic Parameter Extraction Based on Discrete Wavelet Transform.- Neural Net Based Division of an Image Blob of People into Parts of Constituting Individuals.- Applying Learning Vector Quantization Neural Network for Fingerprint Matching.- Moving Object Detecting Using Gradient Information, Three-Frame-Differencing and Connectivity Testing.- 3D Morphable Model Para