E-raamat: AI 2008: Advances in Artificial Intelligence: 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 3-5, 2008, Proceedings

Invited Paper.- Stereo-Vision-Support for Intelligent Vehicles - The
Need for Quantified Evidence.- Knowledge Representation.- Introspective
Forgetting.- A Fixed-Point Property of Logic-Based Bargaining Solution.-
Re-representation in a Logic-Based Model for Analogy Making.- Knowledge
Generation for Improving Simulations in UCT for General Game Playing.-
Propositional Automata and Cell Automata: Representational Frameworks for
Discrete Dynamic Systems.- Constructing Web Corpora through Topical Web
Partitioning for Term Recognition.- An Ontology Formalization of Relation
Type Hierarchy in Conceptual Structure Theory.- Exploiting Ontological
Structure for Complex Preference Assembly.- Constraints.- A Refutation
Approach to Neighborhood Interchangeability in CSPs.- Infeasibility Driven
Evolutionary Algorithm (IDEA) for Engineering Design Optimization.-
Constraint-Based Multi-agent Path Planning.- Planning.- An Optimality
Principle for Concurrent Systems.- Partial Order Hierarchical Reinforcement
Learning.- Optimal Global Path Planning in Time Varying Environments Based on
a Cost Evaluation Function.- Grammar and Language Processing.- Using
Probabilistic Feature Matching to Understand Spoken Descriptions.- Working
for Two: A Bidirectional Grammar for a Controlled Natural Language.-
Improving Metrical Grammar with Grammar Expansion.- FrameNet-Based
Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and
Lexical Coverage.- Learning to Find Relevant Biological Articles without
Negative Training Examples.- Humor Prevails! - Implementing a Joke Generator
into a Conversational System.- Statistical Learning.- Improving Transductive
Support Vector Machine by Ensembling.- Kernels Based on Distributions of
Agreement Subtrees.- Practical Bias VarianceDecomposition.- Using Gaussian
Processes to Optimize Expensive Functions.- Discriminant Analysis Methods for
Microarray Data Classification.- Propositionalisation of Profile Hidden
Markov Models for Biological Sequence Analysis.- Machine Learning.- Improving
Promoter Prediction Using Multiple Instance Learning.- Revisiting
Multiple-Instance Learning Via Embedded Instance Selection.- Decision Tree
Induction from Numeric Data Stream.- L1 LASSO Modeling and Its Bayesian
Inference.- Discriminating Against New Classes: One-class versus Multi-class
Classification.- Building a Decision Cluster Classification Model for High
Dimensional Data by a Variable Weighting k-Means Method.- Locality Spectral
Clustering.- Mining Arbitrarily Large Datasets Using Heuristic k-Nearest
Neighbour Search.- Cross-Domain Knowledge Transfer Using Semi-supervised
Classification.- On the Limitations of Scalarisation for Multi-objective
Reinforcement Learning of Pareto Fronts.- An Approach for Generalising
Symbolic Knowledge.- Single-Cycle Image Recognition Using an Adaptive
Granularity Associative Memory Network.- Data Mining.- Combined Pattern
Mining: From Learned Rules to Actionable Knowledge.- Efficient Single-Pass
Mining of Weighted Interesting Patterns.- Pattern Taxonomy Mining for
Information Filtering.- An AI-Based Causal Strategy for Securing Statistical
Databases Using Micro-aggregation.- Additive Regression Applied to a
Large-Scale Collaborative Filtering Problem.- A Novel Recommending Algorithm
Based on Topical PageRank.- DynamicWEB: Adapting to Concept Drift and Object
Drift in COBWEB.- Knowledge Discovery.- L-Diversity Based Dynamic Update for
Large Time-Evolving Microdata.- Knowledge Discovery from Honeypot Data for
Monitoring Malicious Attacks.- Detecting the Knowledge Boundary with Prudence
Analysis.- Soft Computing.- Clustering with XCS on Complex Structure
Dataset.- Evolution of Multiple Tree Structured Patterns from Tree-Structured
Data Using Clustering.- Application of a Memetic Algorithm to the Portfolio
Optimization Problem.- Predicting Trading Signals of Stock Market Indices
Using Neural Networks.- A Fuzzy Decision Support System for Garment New
Product Development.- A Hybrid Nonlinear-Discriminant Analysis Feature
Projection Technique.- Vision and Image Processing.- Learning Object
Representations Using Sequential Patterns.- Character Recognition Using
Hierarchical Vector Quantization and Temporal Pooling.- Learning a Generative
Model for Structural Representations.- AI Applications.- Using Stereotypes to
Improve Early-Match Poker Play.- CASPER: A Case-Based Poker-Bot.- A
Generalized Joint Inference Approach for Citation Matching.- Agent-Based
Collaborative System and Case-Based Conflict Resolution Process in
Preliminary Ship Design.