AI 2008: Advances in Artificial Intelligence

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.