AI 2012: Advances in Artificial Intelligence: 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings

Front Matter....Pages -
Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation....Pages 1-14
Optimistic Agents Are Asymptotically Optimal....Pages 15-26
An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks....Pages 27-38
Predicting Shellfish Farm Closures with Class Balancing Methods....Pages 39-48
Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines....Pages 49-60
People-to-People Recommendation Using Multiple Compatible Subgroups....Pages 61-72
Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis....Pages 73-84
A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms....Pages 85-94
Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation....Pages 95-106
A New Genetic Algorithm for Simplified Protein Structure Prediction....Pages 107-119
Generating Realistic Online Auction Data....Pages 120-131
A Robust Global Motion Estimation for Digital Video Stabilization....Pages 132-143
Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection....Pages 144-155
An Abstract Deep Network for Image Classification....Pages 156-169
A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI....Pages 170-181
A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing....Pages 182-193
On the Violation of Circuits in Decomposable Negation Normal Form....Pages 194-205
The RegularGcc Matrix Constraint....Pages 206-217
A Method to Avoid Duplicative Flipping in Local Search for SAT....Pages 218-229
Anytime Algorithms for Biobjective Heuristic Search....Pages 230-241
ICHEA for Discrete Constraint Satisfaction Problems....Pages 242-253
Anytime Column Search....Pages 254-265
Genetic Programming for Biomarker Detection in Mass Spectrometry Data....Pages 266-278
An Evolutionary Approach for the Design of Autonomous Underwater Vehicles....Pages 279-290
Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA....Pages 291-299
Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm....Pages 300-312
A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory....Pages 313-325
Evolving Plastic Neural Networks for Online Learning: Review and Future Directions....Pages 326-337
A Multimodal Problem for Competitive Coevolution....Pages 338-349
XCSR with Computed Continuous Action....Pages 350-361
A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems....Pages 362-372
Local Search in Parallel Linear Genetic Programming for Multiclass Classification....Pages 373-384
Opponent’s Style Modeling Based on Situations for Bayesian Poker....Pages 385-396
Game Designers Training First Person Shooter Bots....Pages 397-408
Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players....Pages 409-420
Query Expansion Powered by Wikipedia Hyperlinks....Pages 421-432
Constrained Grouped Sparsity....Pages 433-444
Reverse Active Learning for Optimising Information Extraction Training Production....Pages 445-456
Adopting Relevance Feature to Learn Personalized Ontologies....Pages 457-468
Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words....Pages 469-480
A Delayed Splitting Bottom-Up Procedure for Model Generation....Pages 481-492
A Goal-Oriented Algorithm for Unification in $\mathcal{ELH}_{R+}$ w.r.t. Cycle-Restricted Ontologies....Pages 493-504
Normal Modal Preferential Consequence....Pages 505-516
Trust in Context....Pages 517-529
Complex Analogies: Remarks on the Complexity of HDTP....Pages 530-542
A General Representation and Approximate Inference Algorithm for Sensing Actions....Pages 543-554
Systematicity, Accessibility, and Universal Properties....Pages 555-566
RDL: Enhancing Description Logic with Rules....Pages 567-578
Approximate Document Outlier Detection Using Random Spectral Projection....Pages 579-590
Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems....Pages 591-601
Simultaneous Interval Regression for K -Nearest Neighbor....Pages 602-613
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support....Pages 614-625
An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms....Pages 626-636
A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification....Pages 637-648
An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries....Pages 649-660
Signal Selection for Sleep Apnea Classification....Pages 661-671
Minimum Message Length Inference and Mixture Modelling of Inverse Gaussian Distributions....Pages 672-682
A Probabilistic Least Squares Approach to Ordinal Regression....Pages 683-694
Bagging Ensemble Selection for Regression....Pages 695-706
Fixed Frame Temporal Pooling....Pages 707-718
DIKEA: Domain-Independent Keyphrase Extraction Algorithm....Pages 719-730
Evolving Event Detectors in Multi-channel Sensor Data....Pages 731-742
Improving Classification Accuracy on Uncertain Data by Considering Multiple Subclasses....Pages 743-754
Hierarchical Multi-agent Distribution Planning....Pages 755-766
Generating Project Plans for Data Center Transformations....Pages 767-778
Planning with Action Prioritization and New Benchmarks for Classical Planning....Pages 779-790
Efficient Solution of Capacitated Arc Routing Problems with a Limited Computational Budget....Pages 791-802
Block-Structured Plan Deordering....Pages 803-814
Ride-Sharing: A Multi Source-Destination Path Planning Approach....Pages 815-826
A Novel Approach to Ball Detection for Humanoid Robot Soccer....Pages 827-838
Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions....Pages 839-850
On-Line Model-Based Continuous State Reinforcement Learning Using Background Knowledge....Pages 851-862
A Novel D-S Theory Based AHP Decision Apparatus under Subjective Factor Disturbances....Pages 863-877
MML Logistic Regression with Translation and Rotation Invariant Priors....Pages 878-889
Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains....Pages 890-901
Causal Discovery of Dynamic Bayesian Networks....Pages 902-913
Back Matter....Pages -