AI 2008: Advances in Artificial Intelligence: 21st Australasian Joint Conference on Artificial Intelligence Auckland, New Zealand, December 1-5, 2008. Proceedings

Front Matter....Pages -
Stereo-Vision-Support for Intelligent Vehicles - The Need for Quantified Evidence....Pages 1-17
Introspective Forgetting....Pages 18-29
A Fixed-Point Property of Logic-Based Bargaining Solution....Pages 30-41
Re-representation in a Logic-Based Model for Analogy Making....Pages 42-48
Knowledge Generation for Improving Simulations in UCT for General Game Playing....Pages 49-55
Propositional Automata and Cell Automata: Representational Frameworks for Discrete Dynamic Systems....Pages 56-66
Constructing Web Corpora through Topical Web Partitioning for Term Recognition....Pages 67-78
An Ontology Formalization of Relation Type Hierarchy in Conceptual Structure Theory....Pages 79-85
Exploiting Ontological Structure for Complex Preference Assembly....Pages 86-92
A Refutation Approach to Neighborhood Interchangeability in CSPs....Pages 93-103
Infeasibility Driven Evolutionary Algorithm (IDEA) for Engineering Design Optimization....Pages 104-115
Constraint-Based Multi-agent Path Planning....Pages 116-127
An Optimality Principle for Concurrent Systems....Pages 128-137
Partial Order Hierarchical Reinforcement Learning....Pages 138-149
Optimal Global Path Planning in Time Varying Environments Based on a Cost Evaluation Function....Pages 150-156
Using Probabilistic Feature Matching to Understand Spoken Descriptions....Pages 157-167
Working for Two: A Bidirectional Grammar for a Controlled Natural Language....Pages 168-179
Improving Metrical Grammar with Grammar Expansion....Pages 180-191
FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage....Pages 192-201
Learning to Find Relevant Biological Articles without Negative Training Examples....Pages 202-213
Humor Prevails! - Implementing a Joke Generator into a Conversational System....Pages 214-225
Improving Transductive Support Vector Machine by Ensembling....Pages 226-235
Kernels Based on Distributions of Agreement Subtrees....Pages 236-246
Practical Bias Variance Decomposition....Pages 247-257
Using Gaussian Processes to Optimize Expensive Functions....Pages 258-267
Discriminant Analysis Methods for Microarray Data Classification....Pages 268-277
Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis....Pages 278-288
Improving Promoter Prediction Using Multiple Instance Learning....Pages 289-299
Revisiting Multiple-Instance Learning Via Embedded Instance Selection....Pages 300-310
Decision Tree Induction from Numeric Data Stream....Pages 311-317
L1 LASSO Modeling and Its Bayesian Inference....Pages 318-324
Discriminating Against New Classes: One-class versus Multi-class Classification....Pages 325-336
Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method....Pages 337-347
Locality Spectral Clustering....Pages 348-354
Mining Arbitrarily Large Datasets Using Heuristic k -Nearest Neighbour Search....Pages 355-361
Cross-Domain Knowledge Transfer Using Semi-supervised Classification....Pages 362-371
On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts....Pages 372-378
An Approach for Generalising Symbolic Knowledge....Pages 379-385
Single-Cycle Image Recognition Using an Adaptive Granularity Associative Memory Network....Pages 386-392
Combined Pattern Mining: From Learned Rules to Actionable Knowledge....Pages 393-403
Efficient Single-Pass Mining of Weighted Interesting Patterns....Pages 404-415
Pattern Taxonomy Mining for Information Filtering....Pages 416-422
An AI-Based Causal Strategy for Securing Statistical Databases Using Micro-aggregation....Pages 423-434
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem....Pages 435-446
A Novel Recommending Algorithm Based on Topical PageRank....Pages 447-453
DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB....Pages 454-460
 L -Diversity Based Dynamic Update for Large Time-Evolving Microdata....Pages 461-469
Knowledge Discovery from Honeypot Data for Monitoring Malicious Attacks....Pages 470-481
Detecting the Knowledge Boundary with Prudence Analysis....Pages 482-488
Clustering with XCS on Complex Structure Dataset....Pages 489-499
Evolution of Multiple Tree Structured Patterns from Tree-Structured Data Using Clustering....Pages 500-511
Application of a Memetic Algorithm to the Portfolio Optimization Problem....Pages 512-521
Predicting Trading Signals of Stock Market Indices Using Neural Networks....Pages 522-531
A Fuzzy Decision Support System for Garment New Product Development....Pages 532-543
A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique....Pages 544-550
Learning Object Representations Using Sequential Patterns....Pages 551-561
Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling....Pages 562-572
Learning a Generative Model for Structural Representations....Pages 573-583
Using Stereotypes to Improve Early-Match Poker Play....Pages 584-593
CASPER: A Case-Based Poker-Bot....Pages 594-600
A Generalized Joint Inference Approach for Citation Matching....Pages 601-607
Agent-Based Collaborative System and Case-Based Conflict Resolution Process in Preliminary Ship Design....Pages 608-614
Back Matter....Pages -